fit@hcmus

Công bố khoa học

  1. Vo Hoai Viet, Huynh Nhat Duy

    Vehicle Object Tracking Based on Fusing of Deep learning and Re-Identification

    International Journal of Engineering and Manufacturing (IJEM), Vol. 14, No. 2, 2024

    https://www.mecs-press.org/ijem/ijem-v14-n2/v14n2-3.html

  2. Le Hoai Bac, Vo Song Nguyen, Vo Tien Thinh

    Interpretable extractive text summarization with meta-learning and BI-LSTM: A study of meta learning and explainability techniques

    Expert Systems with Applications, Volume 245, 2024

    https://doi.org/10.1016/j.eswa.2023.123045

  3. Minh Tran, Sang Truong, Arthur FA Fernandes, Michael T Kidd, Ngan Le

    CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect

    Poultry Science Journal,2024

    https://arxiv.org/abs/2404.11429

  4. Hai Nguyen-Truong, E-Ro Nguyen, Tuan-Anh Vu, Minh-Triet Tran, Binh-Son Hua, Sai-Kit Yeung

    Improving Referring Image Segmentation using Vision-Aware Text Features

    arXiv e-prints, 2024

    https://doi.org/10.48550/arXiv.2404.08590

  5. Hai-Dang Huynh-Lam, Ngoc-Phuong Ho-Thi, Minh-Triet Tran, Trung-Nghia Le

    Enhancing Video Summarization with Context Awareness

    arXiv e-prints, 2024

    https://doi.org/10.48550/arXiv.2404.04564

  6. Minh-Quan Le, Tam V Nguyen, Trung-Nghia Le, Thanh-Toan Do, Minh N Do, Minh-Triet Tran

    Maskdiff: Modeling mask distribution with diffusion probabilistic model for few-shot instance segmentation

    Proceedings of the AAAI Conference on Artificial Intelligence 38 (3), 2874-2881

    https://doi.org/10.48550/arXiv.2303.05105

  7. Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le

    ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation

    IJCNN 2024

    https://doi.org/10.48550/arXiv.2403.11376

  8. Dinh-Khoi Vo, Duy-Nam Ly, Khanh-Duy Le, Tam V Nguyen, Minh-Triet Tran, Trung-Nghia Le

    iCONTRA: Toward Thematic Collection Design Via Interactive Concept Transfer

    CHI 2024

    https://doi.org/10.48550/arXiv.2403.08746

  9. Trong-Vu Hoang, Quang-Binh Nguyen, Duy-Nam Ly, Khanh-Duy Le, Tam V Nguyen, Minh-Triet Tran, Trung-Nghia Le

    ARtVista: Gateway To Empower Anyone Into Artist

    CHI 2024

    https://doi.org/10.48550/arXiv.2403.08876

  10. Viet-Tham Huynh, Trong-Thuan Nguyen, Quang-Thuc Nguyen, Mai-Khiem Tran, Tam V Nguyen, Minh-Triet Tran

    LUMOS-DM: Landscape-Based Multimodal Scene Retrieval Enhanced by Diffusion Model

    International Conference on Multimedia Modeling, 145-158, 2024

    https://doi.org/10.1007/978-3-031-53302-0_11

  11. Gia-Huy Vuong, Van-Son Ho, Tien-Thanh Nguyen-Dang, Xuan-Dang Thai, Tu-Khiem Le, Minh-Khoi Pham, Van-Tu Ninh, Cathal Gurrin, Minh-Triet Tran

    ViewsInsight: Enhancing Video Retrieval for VBS 2024 with a User-Friendly Interaction Mechanism

    International Conference on Multimedia Modeling, 400-406, 2024

    https://doi.org/10.1007/978-3-031-53302-0_38

  12. Kha-Luan Pham, Minh-Khoi Nguyen-Nhat, Anh-Huy Dinh, Quang-Tri Le, Manh-Thien Nguyen, Anh-Duy Tran, Minh-Triet Tran, Duc-Tien Dang-Nguyen

    Ookpik- A Collection of Out-of-Context Image-Caption Pairs

    International Conference on Multimedia Modeling, 132-144, 2024

    https://doi.org/10.1007/978-3-031-53302-0_10

  13. Gia-Bao Le, Van-Tien Nguyen, Trung-Nghia Le, Minh-Triet Tran

    NearbyPatchCL: Leveraging Nearby Patches for Self-supervised Patch-Level Multi-class Classification in Whole-Slide Images

    International Conference on Multimedia Modeling, 239-252, 2024

    https://doi.org/10.48550/arXiv.2312.07489

  14. Minh Tran, Viet-Khoa Vo-Ho, Kyle Quinn, Hien Nguyen, Khoa Luu, Ngan Le

    CapsNet for medical image segmentation

    Deep Learning for Medical Image Analysis, 75-97, 2024

    https://doi.org/10.48550/arXiv.2203.08948

  15. Thao Thi Phuong Dao, Minh-Khoi Pham, Mai-Khiem Tran, Chanh Cong Ha, Boi Ngoc Van, Bich Anh Tran, Minh-Triet Tran

    Vision-Based Assistance for Vocal Fold Identification in Laryngoscopy with Knowledge Distillation

    MEDINFO 2023—The Future Is Accessible, 946-950, 2024

    https://doi.org/10.3233/shti231104

  16. Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le

    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation

    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 7985-7994, 2024

    https://doi.org/10.48550/arXiv.2405.01065

  17. Dung V., Dang; Vuong T., Pham; Thanh, Cao; Nhon, Do; Hung Q., Ngo; Hien D., Nguyen.

    A Practical Approach to Leverage Knowledge Graphs for Legal Query

    1st International Conference on Intelligent Systems and Data Science, ISDS 2023, Can Tho, 11 November 2023 - 12 November 2023, 304149, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-981-99-7649-2_21, Scopus EID: 2-s2.0-85176964354

  18. Phat, Hung; Long, Nguyen; Dien, Dinh.

    Transliterating Nom Script into Vietnamese National Script Using Multilingual Neural Machine Translation

    1st International Conference on Intelligent Systems and Data Science, ISDS 2023, Can Tho, 11 November 2023 - 12 November 2023, 304149, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-981-99-7666-9_11, Scopus EID: 2-s2.0-85176910872

  19. Toan T. N., Truong; Huy T., Nguyen; Thinh B., Lam; Duy V. M., Nguyen; Phuc H., Nguyen.

    Delving into Ipsilateral Mammogram Assessment Under Multi-view Network

    14th International Workshop on Machine Learning in Medical Imaging, MLMI 2023, Vancouver, 8 October 2023 - 8 October 2023, 303039, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-45676-3_37, Scopus EID: 2-s2.0-85176002251

  20. Phuoc Thanh, Nguyen; Viet Quoc, Huynh; Thuan Nguyet, Phan; Tuan, Van Huynh.

    The Fusion of Feature Extraction Applications and Blurring Techniques for Classifying Irish Sign Language

    9th International Conference on the Development of Biomedical Engineering in Vietnam, BME 2022, Ho Chi Minh, 27 December 2022 - 29 December 2022, 303289, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-44630-6_33, Scopus EID: 2-s2.0-85175996658

  21. Trong-Vu Hoang, Quang-Binh Nguyen, Duy-Nam Ly, Khanh-Duy Le, Tam V. Nguyen, Minh-Triet Tran, Trung-Nghia Le.

    ARtVista: Gateway To Empower Anyone Into Artist

    ACM CHI 2024 Conference: https://www.youtube.com/watch?v=vpL-Ttvp6Ds

    https://doi.org/10.48550/arXiv.2403.08876

  22. Dinh-Khoi Vo, Duy-Nam Ly, Khanh-Duy Le, Tam V. Nguyen, Minh-Triet Tran, Trung-Nghia Le.

    iCONTRA: Toward Thematic Collection Design Via Interactive Concept Transfer

    ACM CHI 2024 Conference: https://www.youtube.com/watch?v=ZqKlhfm2cB4

    https://programs.sigchi.org/chi/2024/program/content/150766

  23. Nam Hoai Do, Khanh-Duy Le, Duy-Nam Ly, Morten Fjeld, Minh-Triet Tran

    XRPublicSpectator: Towards Public Mixed Reality Viewing in Collocated Asymmetric Groups

    ACM CHI 2024 Conference: https://www.youtube.com/watch?v=fa2HkcKgxHI

    https://programs.sigchi.org/chi/2024/program/content/150502

  24. Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen, Dien Dinh

    ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models

    NAACL 2024

  1. Le, Thanh; Tran, Huy; Le, Bac

    Knowledge graph embedding with the special orthogonal group in quaternion space for link prediction

    Knowledge-Based Systems, Vol. 266, Elsevier B.V.

    DOI: 10.1016/j.knosys.2023.110400, Scopus EID: 2-s2.0-85148897334

  2. Le, Thanh; Le, Nam; Le, Bac

    Knowledge graph embedding by relational rotation and complex convolution for link prediction

    Expert Systems with Applications, Vol. 214, Elsevier Ltd.

    DOI: 10.1016/j.eswa.2022.119122, Scopus EID: 2-s2.0-85141294966

  3. Truong, Toan-Thinh; Tran, Minh-Triet; Duong, Anh-Duc; Nguyen-Pham, Phuong-Nam; Nguyen, Hoang-Anh; Nguyen, Trong-Nguyen

    Provable user authentication scheme on ECC in multi-server environment

    Journal of Supercomputing, Vol. 79, pages 725 - 761, Springer.

    DOI: 10.1007/s11227-022-04641-x, Scopus EID: 2-s2.0-85134531560

  4. Thai Hoang Le, Tien Minh Le, Thu Anh Nguyen

    Action identification with fusion of BERT and 3DCNN for smart home systems

    Internet of Things, 20 pages, Volume 22, July 2023, Elsevier.

    DOI: 10.1016/j.iot.2023.100811, Scopus EID: 2-s2.0-85159700840

  5. Nhat Nguyen, Minh Le, Long Nguyen and Dien Dinh

    Fuzzy Neural Machine Translation: A Preliminary Study

    ICIC Express Letters, Part B: Applications, Volume 14, Number 1, January 2023

    DOI: 10.24507/icicelb.14.01.29, Scopus EID: 2-s2.0-85142903038

  6. Samah Saeed Baraheem, Trung-Nghia Le, Tam V. Nguyen

    Image Synthesis: A Review of Methods, Datasets, Evaluation Metrics, and Future Outlook

    Artificial Intelligence Review, 2023

    DOI: 10.1007/s10462-023-10434-2, Scopus EID: 2-s2.0-85149022968

  7. Hao Duc Do, Duc Thanh Chau & Son Thai Tran

    Speech feature extraction using linear Chirplet transform and its applications

    Journal of Information and Telecommunication, Vol 7, Taylor and Francis Ltd

    DOI: 10.1080/24751839.2023.2207267, Scopus EID: 2-s2.0-85156155669

  8. Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen

    Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently

    Winter Conference on Applications of Computer Vision (WACV), 2023, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/WACV56688.2023.00141, Scopus EID: 2-s2.0-85149008246

  9. Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen

    Analysis of Master Vein Attacks on Finger Vein Recognition Systems

    Winter Conference on Applications of Computer Vision (WACV), 2023, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/WACV56688.2023.00194, Scopus EID: 2-s2.0-85149038489

  10. Hoang-Quan Tran, Thanh-Nam Vo, Duc-Hao Do, and Thanh-Duc Chau

    Address Search Correction using Deep Learning

    In: Arai, K. (eds) Intelligent Computing. SAI 2023. Lecture Notes in Networks and Systems, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-37963-5_43, Scopus EID: 2-s2.0-85172205674

  11. Tuan Nguyen Hoai Duc, Luu Truong Duong, Huynh Quoc Duy

    A syntax‒aware deep‒learning model for biomedical semantic role labelling

    VNUHCM Journal of Natural Sciences, Vol 7, No 4, 2023

    https://stdjns.scienceandtechnology.com.vn/index.php/stdjns/article/view/1279

  12. Duy Hieu, Nguyen; Trong Nghia, Hoang; Dien, Dinh; Long Hong Buu, Nguyen

    EXPLORING ABSTRACTIVE SUMMARIZATION METHODS FOR VIETNAMESE USING PRE-TRAINED BERT MODELS

    ICIC Express Letters, Part B: Applications, Vol 14, ICIC International

    DOI: 10.24507/icicelb.14.11.1143, Scopus EID: 2-s2.0-85174625144

  13. Trung-Nghia, Le; Tam V., Nguyen; Minh-Quan, Le; Trong-Thuan, Nguyen; Viet-Tham, Huynh; Trong-Le, Do; Khanh-Duy, Le; Mai-Khiem, Tran; Nhat, Hoang-Xuan; Thang-Long, Nguyen-Ho; Vinh-Tiep, Nguyen; Nhat-Quynh, Le-Pham; Huu-Phuc, Pham; Trong-Vu, Hoang; Quang-Binh, Nguyen; Trong-Hieu, Nguyen-Mau; Tuan-Luc, Huynh; Thanh-Danh, Le; Ngoc-Linh, Nguyen-Ha; Tuong-Vy, Truong-Thuy; Truong Hoai, Phong; Tuong-Nghiem, Diep; Khanh-Duy, Ho; Xuan-Hieu, Nguyen; Thien-Phuc, Tran; Tuan-Anh, Yang; Kim-Phat, Tran; Nhu-Vinh, Hoang; Minh-Quang, Nguyen; Hoai-Danh, Vo; Minh-Hoa, Doan; Hai-Dang, Nguyen; Akihiro, Sugimoto; Minh-Triet, Tran

    SketchANIMAR: Sketch-based 3D animal fine-grained retrieval

    Computers and Graphics (Pergamon), Vol 116, Elsevier Ltd

    DOI: 10.1016/j.cag.2023.07.035, Scopus EID: 2-s2.0-85172471189

  14. Trung-Nghia, Le; Tam V., Nguyen; Minh-Quan, Le; Trong-Thuan, Nguyen; Viet-Tham, Huynh; Trong-Le, Do; Khanh-Duy, Le; Mai-Khiem, Tran; Nhat, Hoang-Xuan; Thang-Long, Nguyen-Ho; Vinh-Tiep, Nguyen; Tuong-Nghiem, Diep; Khanh-Duy, Ho; Xuan-Hieu, Nguyen; Thien-Phuc, Tran; Tuan-Anh, Yang; Kim-Phat, Tran; Nhu-Vinh, Hoang; Minh-Quang, Nguyen; E-Ro, Nguyen; Minh-Khoi, Nguyen-Nhat; Tuan-An, To; Trung-Truc, Huynh-Le; Nham-Tan, Nguyen; Hoang-Chau, Luong; Truong Hoai, Phong; Nhat-Quynh, Le-Pham; Huu-Phuc, Pham; Trong-Vu, Hoang; Quang-Binh, Nguyen; Hai-Dang, Nguyen; Akihiro, Sugimoto; Minh-Triet, Tran

    TextANIMAR: Text-based 3D animal fine-grained retrieval

    Computers and Graphics (Pergamon), Vol 116, Elsevier Ltd

    DOI: 10.1016/j.cag.2023.07.026, Scopus EID: 2-s2.0-85172464027

  15. Tan-Cong, Nguyen; Tien-Phat, Nguyen; Tri, Cao; Thao Thi Phuong, Dao; Thi-Ngoc, Ho; Tam V., Nguyen; Minh-Triet, Tran

    MANet: Multi-branch attention auxiliary learning for lung nodule detection and segmentation

    Computer Methods and Programs in Biomedicine, Vol 241, Elsevier Ireland Ltd

    DOI: 10.1016/j.cmpb.2023.107748, Scopus EID: 2-s2.0-85168313089

  16. Duc, Nguyen; Minh-Thai, Tran; Bac, Le

    A new algorithm using integer programming relaxation for privacy-preserving in utility mining

    Applied Intelligence, Vol 53, Springer

    DOI: 10.1007/s10489-023-04913-w, Scopus EID: 2-s2.0-85166529170

  17. Nhat, Hoang-Xuan; Hoang-Phuc, Trang-Trung; Mai-Khiem, Tran; Thanh-Cong, Le; E-Ro, Nguyen; Van-Tu, Ninh; Tu-Khiem, Le; Minh-Triet, Tran

    First-flexible interactive retrieval system for visual lifelog exploration

    Multimedia Tools and Applications, Vol 82, Springer

    DOI: 10.1007/s11042-023-16287-9, Scopus EID: 2-s2.0-85163742440

  18. Tri, Le; Nham Huynh, Duc; Chung Thai, Nguyen; Minh Triet, Tran

    Features for Action Recognition

    Informatica (Slovenia), Vol 47, Slovene Society Informatika

    DOI: 10.31449/inf.v47i3.4755, Scopus EID: 2-s2.0-85174804125

  19. Thanh, Le; Duy, Nguyen; Bac, Le

    Generating relation-specific weights for ConvKB using a HyperNetwork architecture

    Applied Intelligence, Vol 53, Springer

    DOI: 10.1007/s10489-023-04670-w, Scopus EID: 2-s2.0-85159267537

  20. Ngoc-Thao, Le; Bay, Vo; Unil, Yun; Bac, Le.

    A novel approach to discover frequent weighted subgraphs using the average measure

    Applied Intelligence, Vol 53, Springer

    DOI: 10.1007/s10489-023-04501-y, Scopus EID: 2-s2.0-85149461515

  21. Toan-Thinh Truong, Minh-Triet Tran, Anh-Duc Duong

    A secure user authentication scheme for crypto-wallet in Iot environment

    14 September 2023, PREPRINT (Version 1) available at Research Square

    https://doi.org/10.21203/rs.3.rs-3352434/v1

  22. Quoc-Huy Trinh, Nhat-Tan Bui, Trong-Hieu Nguyen-Mau, Minh-Van Nguyen, Hai-Minh Phan, Minh-Triet Tran, Hai-Dang Nguyen

    M2UNet: MetaFormer Multi-Scale Upsampling Network for Polyp Segmentation

    2023 31st European Signal Processing Conference (EUSIPCO), 1115-1119

    DOI: 10.23919/EUSIPCO58844.2023.10290110

  23. Binh, Dang; Tung, Le; Le-Minh, Nguyen

    SubTST: a consolidation of sub-word latent topics and sentence transformer in semantic representation

    Applied Intelligence, Vol 53, Springer

    DOI: 10.1007/s10489-022-04184-x, Scopus EID: 2-s2.0-85139765572

  24. Bich Anh, Tran; Thao Thi Phuong, Dao; Ho Dang Quy, Dung; Ngoc Boi, Van; Chanh Cong, Ha; Nam Hoang, Pham; Tu Cong Huyen Ton Nu Cam, Nguyen; Tan-Cong, Nguyen; Minh-Khoi, Pham; Mai-Khiem, Tran; Truong Minh, Tran; Minh-Triet, Tran

    Support of deep learning to classify vocal fold images in flexible laryngoscopy

    American Journal of Otolaryngology - Head and Neck Medicine and Surgery, Vol 44, W.B. Saunders

    DOI: 10.1016/j.amjoto.2023.103800, Scopus EID: 2-s2.0-85150394390

  25. Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Ngan Le

    Sam3d: Segment anything model in volumetric medical images

    Accepted at ISBI 2024, eprint arXiv:2309.03493

    https://doi.org/10.48550/arXiv.2309.03493

  26. Duy K., Vo; Len T., Bui; Thai H., Le

    Face Generation from Skull Photo Using GAN and 3D Face Models

    Lecture Notes in Networks and Systems, , Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-18461-1_2, Scopus EID: 2-s2.0-85141729919

  27. Trong-Hieu Nguyen-Mau, Tuan-Luc Huynh, Thanh-Danh Le, Hai-Dang Nguyen, Minh-Triet Tran

    Advanced Augmentation and Ensemble Approaches for Classifying Long-Tailed Multi-Label Chest X-Rays

    Proceedings of the IEEE/CVF International Conference on Computer Vision, 2729-2738

    DOI: 10.1109/ICCVW60793.2023.00288

  28. Hao, Do-Duc; Duc, Chau-Thanh; Son, Tran-Thai

    A New Algorithm for Speech Feature Extraction Using Polynomial Chirplet Transform

    Circuits, Systems, and Signal Processing, , Birkhauser

    DOI: 10.1007/s00034-023-02561-6, Scopus EID: 2-s2.0-85179335091

  29. Trong-Thuan, Nguyen; Tam V., Nguyen; Minh-Triet, Tran

    Collaborative Consultation Doctors Model: Unifying CNN and ViT for COVID-19 Diagnostic

    IEEE Access, Vol 11, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/ACCESS.2023.3307014, Scopus EID: 2-s2.0-85168713863

  30. Tien-Phat, Nguyen; Trong-Thang, Pham; Tri, Nguyen; Hieu, Le; Dung, Nguyen; Hau, Lam; Phong, Nguyen; Jennifer, Fowler; Minh-Triet, Tran; Ngan, Le

    EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification

    Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/WACV56688.2023.00202, Scopus EID: 2-s2.0-85149010096

  31. Loan, Dao; Ngoc Quoc, Ly

    A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks

    International Journal of Advanced Computer Science and Applications, Vol 14, Science and Information Organization

    DOI: 10.14569/IJACSA.2023.0140319, Scopus EID: 2-s2.0-85151780259

  32. Ly-Duyen, Tran; Manh-Duy, Nguyen; Duc-Tien, Dang-Nguyen; Silvan, Heller; Florian, Spiess; Jakub, Lokoc; Ladislav, Peska; Thao-Nhu, Nguyen; Omar Shahbaz, Khan; Aaron, Duane; Bjorn Por, Jonsson; Luca, Rossetto; An-Zi, Yen; Ahmed, Alateeq; Naushad, Alam; Minh-Triet, Tran; Graham, Healy; Klaus, Schoeffmann; Cathal, Gurrin

    Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021

    IEEE Access, Vol 11, Institute of Electrical and Electronics Engineers Inc.

    DOI: 10.1109/ACCESS.2023.3248284, Scopus EID: 2-s2.0-85149408005

  33. Khoa, Vo; Sang, Truong; Kashu, Yamazaki; Bhiksha, Raj; Minh-Triet, Tran; Ngan, Le

    AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation

    International Journal of Computer Vision, Vol 131, Springer

    DOI: 10.1007/s11263-022-01702-9, Scopus EID: 2-s2.0-85140990748

  34. Kha-Luan, Pham; Manh-Thien, Nguyen; Anh-Duy, Tran; Minh-Son, Dao; Duc-Tien, Dang-Nguyen

    Detecting Cheapfakes using Self-Query Adaptive-Context Learning

    Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, ICDAR 2023 Joint with ACM International Conference on Multimedia Retrieval, ICMR 2023, , Association for Computing Machinery, Inc

    DOI: 10.1145/3592571.3592972, Scopus EID: 2-s2.0-85167946065

  35. Thanh-Son, Nguyen; Vinh, Dang; Minh-Triet, Tran; Duc-Tien, Dang-Nguyen

    Leveraging Cross-Modals for Cheapfakes Detection

    Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, ICDAR 2023 Joint with ACM International Conference on Multimedia Retrieval, ICMR 2023, , Association for Computing Machinery, Inc

    DOI: 10.1145/3592571.3592975, Scopus EID: 2-s2.0-85167946035

  36. Phat Loi, Tang; Thuy-Dung, Le Pham; Tien Ba, Dinh

    Tree-Based Credit Card Fraud Detection Using Isolation Forest, Spectral Residual, and Knowledge Graph

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-25891-6_25, Scopus EID: 2-s2.0-85151056797

  37. Nhat, Hoang-Xuan; Thang-Long, Nguyen-Ho; Cathal, Gurrin; Minh-Triet, Tran

    Lifelog Discovery Assistant: Suggesting Prompts and Indexing Event Sequences for FIRST at LSC 2023

    Proceedings of the 6th International Workshop on Lifelog Search Challenge, LSC 2023, Association for Computing Machinery, Inc

    DOI: 10.1145/3592573.3593104, Scopus EID: 2-s2.0-85163611310

  38. Thao-Nhu, Nguyen; Tu-Khiem, Le; Van-Tu, Ninh; Cathal, Gurrin; Minh-Triet, Tran; Thanh Binh, Nguyen; Graham, Healy; Annalina, Caputo; Sinead, Smyth

    E-LifeSeeker: An Interactive Lifelog Search Engine for LSC'23

    Proceedings of the 6th International Workshop on Lifelog Search Challenge, LSC 2023, Association for Computing Machinery, Inc

    DOI: 10.1145/3592573.3593098, Scopus EID: 2-s2.0-85163606413

  39. Tien-Thanh, Nguyen-Dang; Xuan-Dang, Thai; Gia-Huy, Vuong; Van-Son, Ho; Minh-Triet, Tran; Van-Tu, Ninh; Minh-Khoi, Pham; Tu-Khiem, Le; Graham, Healy

    LifeInsight: An Interactive Lifelog Retrieval System with Comprehensive Spatial Insights and Query Assistance

    Proceedings of the 6th International Workshop on Lifelog Search Challenge, LSC 2023, Association for Computing Machinery, Inc

    DOI: 10.1145/3592573.3593106, Scopus EID: 2-s2.0-85163591162

  40. Tin N., Vo; Long, Nguyen; Dien, Dinh

    Improving Transliteration from Nôm Scripts into Vietnamese National Scripts using Class-based Language Model

    ACM International Conference Proceeding Series, Association for Computing Machinery

    DOI: 10.1145/3605423.3605459, Scopus EID: 2-s2.0-85171298179

  41. Thanh-Danh Nguyen, Anh-Khoa Nguyen Vu, Nhat-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, Thanh-Toan Do, Minh-Triet Tran, Tam V Nguyen

    Few-shot Camouflaged Animal Detection and Segmentation

    arXiv e-prints, arXiv: 2304.07444

    DOI: 10.48550/arXiv.2304.07444

  42. Thi-My-Hang, Vu; Thang, Le Dinh; Nguyen Anh Khoa, Dam; Cuong, Pham-Nguyen

    Context-aware Knowledge-based Systems: A Literature Review

    Proceedings of the Annual Hawaii International Conference on System Sciences, IEEE Computer Society

    Scopus EID: 2-s2.0-85152142977

  43. Le Nguyen Hoai, Nam

    Approaches for Enhancing Preference Balance in Neighbor-Based Group Recommender Systems

    International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings, Vol 1, Science and Technology Publications, Lda

    DOI: 10.5220/0012184700003598, Scopus EID: 2-s2.0-85179758769

  44. Nhat, Hoang-Xuan; E-Ro, Nguyen; Thang-Long, Nguyen-Ho; Minh-Khoi, Pham; Quang-Thuc, Nguyen; Hoang-Phuc, Trang-Trung; Van-Tu, Ninh; Tu-Khiem, Le; Cathal, Gurrin; Minh-Triet, Tran

    V-FIRST 2.0: Video Event Retrieval with Flexible Textual-Visual Intermediary for VBS 2023

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-27077-2_54, Scopus EID: 2-s2.0-85152526283

  45. Phuc-Lu, Le; Son Hoang, Dau; Hy, Dinh Ngo; Thuc D., Nguyen

    New Results on Erasure Combinatorial Batch Codes

    2023 59th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2023, , Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/Allerton58177.2023.10313446, Scopus EID: 2-s2.0-85179517306

  46. Cong-Binh, Le; Bao-Thi, Nguyen-Le; Phuoc-Loc, Truong; Minh-Triet, Tran; Anh-Duy, Tran

    ArmorDroid: A Rule-Set Customizable Plugin for Secure Android Application Development

    Proceedings of the International Conference on Security and Cryptography, Vol 1, Science and Technology Publications, Lda

    DOI: 10.5220/0012049500003555, Scopus EID: 2-s2.0-85178577459

  47. Hy, Nguyen; Phuoc, Trinh; Minh-Tien, Nguyen; Duc Thanh, Chau

    Cinnalyst: A Sales Meeting Analysis System

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/KSE59128.2023.10299492, Scopus EID: 2-s2.0-85178521502

  48. Chau, Nguyen; Tung, Le; Nguyen-Khang, Le; Trung-Tin, Pham; Le-Minh, Nguyen

    A Study on Effectiveness of BERT Models and Task-Conditioned Reasoning Strategy for Medical Visual Question Answering

    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, , Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-29126-5_5, Scopus EID: 2-s2.0-85152533284

  49. Quoc-Huy, Trinh; Nhat-Tan, Bui; Trong-Hieu, Nguyen-Mau; Minh-Van, Nguyen; Hai-Minh, Phan; Minh-Triet, Tran; Hai-Dang, Nguyen

    M2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation

    European Signal Processing Conference, European Signal Processing Conference, EUSIPCO

    DOI: 10.23919/EUSIPCO58844.2023.10290110, Scopus EID: 2-s2.0-85178339793

  50. Nam V., Nguyen; Hieu Trung, Huynh; Phuc-Lu, Le

    Deep Learning Techniques for Segmenting Breast Lesion Regions and Classifying Mammography Images

    Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-981-99-8296-7_34, Scopus EID: 2-s2.0-85177890355

  51. Minh-Khoi, Nguyen-Nhat; Trung-Truc, Huynh-Ngo; Minh-Triet, Tran; Trong-Le, Do

    Enhancing Detection of Daily-Used Face Swap Applications by Using Focused Landmark Analysis

    Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-981-99-8296-7_17, Scopus EID: 2-s2.0-85177854632

  52. Khanh-An C., Quan; Huy Gia, Vuong; Minh-Triet, Tran

    ViT-FFrCnt: A Few-shot Fruit Counting Approach with Multiscale Vision Transformer

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, , Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10289072, Scopus EID: 2-s2.0-85177602586

  53. Trong-Thuan, Nguyen; Minh-Triet, Tran

    A Transformer-based Approach for Dynamic Referee Assistance

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10289042, Scopus EID: 2-s2.0-85177598645

  54. Minh-Quang, Nguyen; Khanh-Duy, Ho; Hoang-Minh, Nguyen; Canh-Minh, Tu; Minh-Triet, Tran; Trong-Le, Do

    Unmasking The Artist: Discriminating Human-Drawn And AI-Generated Human Face Art Through Facial Feature Analysis

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10289113, Scopus EID: 2-s2.0-85177586301

  55. Mai-Khiem, Tran; Viet-Tham, Huynh; Minh-Triet, Tran

    Leveraging Deep Learning and Knowledge Distillation for Enhanced Traffic Anomaly Detection in Transportation Systems

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10288989, Scopus EID: 2-s2.0-85177584044

  56. Minh-Khoi, Nguyen-Nhat; Trung-Truc, Huynh-Ngo; Minh-Triet, Tran; Trong-Le, Do

    Unmasking Illusion of Daily-used Deepfake Applications through Landmark Focused Image

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10288758, Scopus EID: 2-s2.0-85177561138

  57. Huu-Phuc, Huynh; Duc-Hung, Nguyen; Thanh Thao-Ly, Nguyen; Mai-Vinh, Nguyen; Quang-Thuc, Nguyen

    Robust Classification of Similar Yoga Poses based on Grouping and Hierarchical Inference

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10288855, Scopus EID: 2-s2.0-85177552490

  58. Viet-Tham, Huynh; Tam.V, Nguyen; Minh-Triet, Tran

    Light-weight Sketch Recognition with Knowledge Distillation

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10289002, Scopus EID: 2-s2.0-85177551566

  59. Trong-Hieu, Nguyen-Mau; Kim-Trang, Phu-Thi; Anh-Duy, Le-Dinh; Minh-Triet, Tran; Hai-Dang, Nguyen

    AANet: Motorcycle ReID Using Multi-Atrous Convolution and Self-Attention Mechanisms

    2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/MAPR59823.2023.10288740, Scopus EID: 2-s2.0-85177546724

  60. Hai, Duong; Thong, Tran; Tin, Truong; Bac, Le

    MFG-HUI: An Efficient Algorithm for Mining Frequent Generators of High Utility Itemsets

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-46781-3_23, Scopus EID: 2-s2.0-85177475649

  61. Thanh-Danh Nguyen, Anh-Khoa Nguyen Vu, Nhat-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, Thanh-Toan Do, Minh-Triet Tran, Tam V Nguyen

    The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation

    arXiv preprint arXiv:2304.07444

    https://doi.org/10.48550/arXiv.2304.07444

  62. Thanh, Vu; Huy, Ngo; Ngoc-Trung, Nguyen; Thanh, Le

    TouriER: Temporal Knowledge Graph Completion by Leveraging Fourier Transforms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-46781-3_7, Scopus EID: 2-s2.0-85177439075

  63. Hai, Duong; Lam, Hoang; Bac, Le

    Controlling LIME Kernel Width to Achieve Comprehensible Explanations on Tabular Data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-46781-3_14, Scopus EID: 2-s2.0-85177418428

  64. Ho Thi Hoang, Vy; Do Thi Thanh, Ha; Tiet Gia, Hong; Thi My Hang, Vu; Cuong, Pham-Nguyen; Le Nguyen Hoai, Nam

    RaReSi: An Approach Combining Ratings and Reviews to Measure User Similarity in Neighbor-Based Recommender Systems

    Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-41774-0_2, Scopus EID: 2-s2.0-85174687499

  65. Le Nguyen Hoai, Nam

    A Robust Approach for Hybrid Personalized Recommender Systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-43849-3_14, Scopus EID: 2-s2.0-85174578233

  66. Duy, Vo; Si Minh, Le; Hao Duc, Do; Son Thai, Tran

    An Effectiveness of Repeating a Spoken Digit for Speaker Verification

    Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-42430-4_50, Scopus EID: 2-s2.0-85174528488

  67. Bach-Hue, Pham; Toan-Thinh, Truong; Minh-Triet, Tran

    Inference Rules for Determined Decisions in Policy-Based ABAC Enforcement Systems

    Proceedings - 2023 7th International Conference on Cryptography, Security and Privacy, CSP 2023, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/CSP58884.2023.00027, Scopus EID: 2-s2.0-85173125167

  68. Nhat-Tan, Bui; Hai-Dang, Nguyen; Trung-Nam, Bui-Huynh; Ngoc-Thao, Nguyen; Xuan-Nam, Cao

    Efficient Loss Functions for GAN-based Style Transfer

    Proceedings of SPIE - The International Society for Optical Engineering, Vol 12701, SPIE

    DOI: 10.1117/12.2679248, Scopus EID: 2-s2.0-85172927561

  69. Quoc-Huy, Trinh; Trong-Hieu Nguyen, Mau; Phuoc-Thao Vo, Thi; Hai-Dang, Nguyen

    Tiny Convolution Contextual Neural Network: A Lightweight model for Skin Lesion Detection

    Proceedings of SPIE - The International Society for Optical Engineering, Vol 12701, SPIE

    DOI: 10.1117/12.2679699, Scopus EID: 2-s2.0-85172869803

  70. Ngoc-Thao, Nguyen; Duy, Ha; Duc, Nguyen; Thanh, Le

    MEP: A Comprehensive Medicines Extraction System on Prescriptions

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-41456-5_54, Scopus EID: 2-s2.0-85172422440

  71. Nguyen-Khang, Le; Dieu-Hien, Nguyen; Thi-Thu-Trang, Nguyen; Minh Phuong, Nguyen; Tung, Le; Minh Le, Nguyen

    A Novel Pipeline to Enhance Question-Answering Model by Identifying Relevant Information

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-36190-6_21, Scopus EID: 2-s2.0-85172422012

  72. Trung-Nam, Bui Huynh; Anh-Tuc, Tran; Ngoc-Thao, Nguyen

    Graph Convolution Collaborative Filtering with Dense Embeddings

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-41456-5_9, Scopus EID: 2-s2.0-85172419275

  73. Khang, Pham; Long, Nguyen; Dien, Dinh

    Exploring the Role of Monolingual Data in Cross-Attention Pre-training for Neural Machine Translation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-41456-5_14, Scopus EID: 2-s2.0-85172413569

  74. Thanh-Son, Nguyen; Minh-Triet, Tran

    Multi-Models from Computer Vision to Natural Language Processing for Cheapfakes Detection

    Proceedings - 2023 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2023, Institute of Electrical and Electronics Engineers Inc

    DOI: 10.1109/ICMEW59549.2023.00023, Scopus EID: 2-s2.0-85172304817

  75. Trong-Hieu, Nguyen-Mau; Quoc-Huy, Trinh; Nhat-Tan, Bui; Phuoc-Thao Vo, Thi; Minh-Van, Nguyen; Xuan-Nam, Cao; Minh-Triet, Tran; Hai-Dang, Nguyen

    PEFNet: Positional Embedding Feature for Polyp Segmentation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-27818-1_20, Scopus EID: 2-s2.0-85152548973

  76. Quoc-Cuong, Le; Minh-Quan, Le; Mai-Khiem, Tran; Ngoc-Quyen, Le; Minh-Triet, Tran

    FL-Former: Flood Level Estimation with Vision Transformer for Images from Cameras in Urban Areas

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-27077-2_35, Scopus EID: 2-s2.0-85152547741

  77. Thanh, Le; An, Pham; Tho, Chung; Truong, Nguyen; Tuan, Nguyen; Bac, Le

    MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH

    DOI: 10.1007/978-3-031-33377-4_2, Scopus EID: 2-s2.0-85163302551

  78. Anh-Khoa Nguyen Vu, Thanh-Toan Do, Vinh-Tiep Nguyen, Tam Le, Minh-Triet Tran, Tam V Nguyen

    Few-Shot Object Detection via Synthetic Features with Optimal Transport

    arXiv preprint arXiv:2308.15005

    https://doi.org/10.48550/arXiv.2308.15005

  79. Minh-Quan Le, Minh-Triet Tran, Trung-Nghia Le, Tam V Nguyen, Thanh-Toan Do

    Unveiling Camouflage: A Learnable Fourier-based Augmentation for Camouflaged Object Detection and Instance Segmentation

    arXiv preprint arXiv:2308.15660

    https://doi.org/10.48550/arXiv.2308.15660

  80. Cathal Gurrin, Björn Þór Jónsson, Duc Tien Dang Nguyen, Graham Healy, Jakub Lokoc, Liting Zhou, Luca Rossetto, Minh-Triet Tran, Wolfgang Hürst, Werner Bailer, Klaus Schoeffmann

    Introduction to the sixth annual lifelog search challenge, LSC’23

    Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 678-679

    https://doi.org/10.1145/3591106.3592304

  81. Hieu Nguyen, Cong-Hoang Ta, Phuong-Thuy Le-Nguyen, Minh-Triet Tran, Trung-Nghia Le

    Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments

    2023 RIVF International Conference on Computing and Communication Technologies (RIVF), 177-182

    https://doi.org/10.1109/rivf60135.2023.10471878

  82. Lam Dinh Tran, Minh-Triet Tran

    Enhancing Edge-Based Mango Pest Classification Through Model Optimization

    2023 RIVF International Conference on Computing and Communication Technologies (RIVF), 266-271

    DOI: 10.1109/RIVF60135.2023.10471857

  83. Tan-Hiep To, Thanh-Nghi Do, Duc-Nghia Ngo, Minh-Triet Tran, Trung-Nghia Le

    Budget-Aware Road Semantic Segmentation in Unseen Foggy Scenes

    2023 RIVF International Conference on Computing and Communication Technologies (RIVF), 171-176

    DOI: 10.1109/RIVF60135.2023.10471866

  84. Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald Adjeroh, Ngan Le

    TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network

    arXiv preprint arXiv:2312.10187, ISBI 2024

    https://doi.org/10.48550/arXiv.2312.10187

  85. Tan-Cong Nguyen, Kim-Anh Phung, Thao Thi Phuong Dao, Ju Shen, Tam V Nguyen, Minh-Triet Tran

    Polyp Instance Segmentation in Colonoscopy Images: A Benchmark

    2023 IEEE/ACIS 8th International Conference on Big Data, Cloud Computing, and Data Science (BCD)

    DOI: 10.1109/BCD57833.2023.10466309

  86. Thang-Long Nguyen-Ho, Tien-Thanh Nguyen-Dang, Gia-Huy Vuong, Van-Son Ho, Xuan-Dang Thai, Minh-Khoi Pham, Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran

    Automatic Sub-Task Focus: LifeInsight’s Contribution to NTCIR-17 Lifelog-5

    NII Institutional Repository

    DOI: https://doi.org/10.20736/0002001334

  87. Trong-Le Do, Hai-Dang Nguyen, Quang-Thuc Nguyen, Mai-Khiem Tran, Viet-Tham Huynh, Cathal Gurrin, Tu V Ninh, Tu-Khiem Le, Thanh Duc Ngo, Tu-Trinh Ngo, Duc-Tien Dang-Nguyen, Minh-Triet Tran

    News event retrieval from large video collection in Ho Chi Minh City AI challenge 2023

    Proceedings of the 12th International Symposium on Information and Communication Technology, 1011-1017

    https://doi.org/10.1145/3628797.3628940

  88. Gia-Huy Vuong, Minh-Triet Tran

    Resnet Video 3D for Gait Retrieval: A Deep Learning Approach to Human Identification

    Proceedings of the 12th International Symposium on Information and Communication Technology, 886-892

    https://doi.org/10.1145/3628797.3629013

  89. Thuc Nguyen-Quang, Minh-Triet Tran

    Few-shot Object Counting with Low-cost Counting Phase

    Proceedings of the 12th International Symposium on Information and Communication Technology, 335-342

    https://doi.org/10.1145/3628797.3628937

  90. Cong-Tai Nguyen, Huu-Hung Nguyen, Minh-Triet Tran

    A Comprehensive Web Annotation Application for Organ Image Segmentation and Predictive Inference

    Proceedings of the 12th International Symposium on Information and Communication Technology, 850-855

    https://doi.org/10.1145/3628797.3628955

  91. Hoang-Chau Luong, Minh-Triet Tran

    Applying Adaptive Sharpness-Aware Minimization to Improve Out-of-distribution Generalization

    Proceedings of the 12th International Symposium on Information and Communication Technology, 450-455

    https://doi.org/10.1145/3628797.3629009

  92. Huu-Hung Nguyen, Cong-Tai Nguyen, Minh-Triet Tran

    Volumetric CT Segmentation with Mask Propagation Using Segment Anything

    Proceedings of the 12th International Symposium on Information and Communication Technology, 623-630

    https://doi.org/10.1145/3628797.3629012

  93. Cong-Luan Le, Minh-Triet Tran

    Analyze video action with a deep learning model based on space-time and context information

    HC Luong, MT Tran

    Proceedings of the 12th International Symposium on Information and Communication Technology, 387-392

  94. Viet-Tham Huynh, Tam V Nguyen, Minh-Triet Tran

    Sketch2Reality: Immersive 3D Indoor Scene Synthesis via Sketches

    Proceedings of the 12th International Symposium on Information and Communication Technology, 863-869

    https://doi.org/10.1145/3628797.3628991

  95. Dai-Nghia Nguyen, Lan-Anh Le-Pham, Hai-Dang Nguyen, Minh-Triet Tran

    Combining Deep Learning And Medical Knowledge to Detect Cadiomegaly and Pleural Effusion in Chest X-rays Diagnosis

    Proceedings of the 12th International Symposium on Information and Communication Technology, 562–569

    https://doi.org/10.1145/3628797.3628981

  96. Trong-Hieu Nguyen-Mau, Trong-Vu Hoang, Hai-Dang Nguyen, Minh-Triet Tran

    ConvTransNet: Merging Convolution with Transformer to Enhance Polyp Segmentation

    Proceedings of the 12th International Symposium on Information and Communication Technology, 631-638

    https://doi.org/10.1145/3628797.3629014

  97. Quoc-Bao Ninh, Hai-Chan Nguyen, Triet Huynh, Minh-Triet Tran, Trung-Nghia Le

    Multi-Branch Network for Imagery Emotion Prediction

    Proceedings of the 12th International Symposium on Information and Communication Technology, 371-378

    https://doi.org/10.1145/3628797.3628954

  98. Gia-Huy Vuong, Van-Son Ho, Tien-Thanh Nguyen-Dang, Xuan-Dang Thai, Van-Tu Ninh, Minh-Khoi Pham, Tu-Khiem Le, Graham Healy, Minh-Triet Tran

    NewsInsight: A Comprehensive Video Event Retrieval System with Spatial Insights and Query Assistance

    Proceedings of the 12th International Symposium on Information and Communication Technology, 893-900

    https://doi.org/10.1145/3628797.3628805

  99. Minh-Quan Ho-Le, Hoang-Hung Vo-Trung, Phuc-Tan Nguyen, Trong-Thuan Nguyen, Minh-Triet Tran

    Multiclass Skin Disease Classification within Dermoscopic Images Using Deep Neural Networks

    Proceedings of the 12th International Symposium on Information and Communication Technology, 607-614

    https://doi.org/10.1145/3628797.3629001

  100. Mai-Khiem Tran, Minh-Triet Tran

    Anomaly Event Retrieval System from TV News and Surveillance Cameras

    Proceedings of the 12th International Symposium on Information and Communication Technology, 953-959

    https://doi.org/10.1145/3628797.3628891

  101. Hieu Phan Trung, Su Nguyen Thiet, Tuan Nguyen Trung, Loc Le Tan, Triet Tran Minh, Tho Quan Thanh

    OsteoGA: An Explainable AI Framework for Knee Osteoarthritis Severity Assessment

    Proceedings of the 12th International Symposium on Information and Communication Technology, 639-646

    https://doi.org/10.1145/3628797.3628933

  102. Xuan-Nam Cao, Quoc-Huy Trinh, Van-Son Ho, Minh-Triet Tran

    SpeechSyncNet: Speech to Talking Landmark via the fusion of prior frame landmark and the audio

    2023 IEEE International Conference on Visual Communications and Image Processing (VCIP), 1-5

    DOI: 10.1109/VCIP59821.2023.10402739

  103. Viet-Tham Huynh, Trong-Thuan Nguyen, Tam V Nguyen, Minh-Triet Tran

    MobileNet-SA: Lightweight CNN with Self Attention for Sketch Classification

    Pacific-Rim Symposium on Image and Video Technology, 110-123

    https://doi.org/10.1007/978-981-97-0376-0_9

  104. Hai-Dang Huynh-Lam, Ngoc-Phuong Ho-Thi, Minh-Triet Tran, Trung-Nghia Le

    Cluster-Based Video Summarization with Temporal Context Awareness

    Pacific-Rim Symposium on Image and Video Technology, 15-28

    https://doi.org/10.1007/978-981-97-0376-0_2

  105. Tuan-Luc Huynh, Thanh-Danh Le, Tam V Nguyen, Trung-Nghia Le, Minh-Triet Tran

    Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding

    Pacific-Rim Symposium on Image and Video Technology, 138-152

    https://doi.org/10.1007/978-981-97-0376-0_11

  106. Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen-Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M Summers, George Shih, Zhangyang Wang, Yifan Peng

    Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

    ArXiv e-prints

    https://doi.org/10.48550/arXiv.2310.16112

  107. Minh-Hien Le, Chi-Bien Chu, Khanh-Duy Le, Tam V Nguyen, Minh-Triet Tran, Trung-Nghia Le

    VIDES: Virtual Interior Design via Natural Language and Visual Guidance

    2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 689-694

    DOI: 10.1109/ISMAR-Adjunct60411.2023.00148

  108. Khoi-Nguyen Nguyen-Ngoc, Thanh-Tung Phan-Nguyen, Khanh-Duy Le, Tam V Nguyen, Minh-Triet Tran, Trung-Nghia Le

    DM-VTON: Distilled Mobile Real-time Virtual Try-On

    2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 695-700

    DOI: 10.1109/ISMAR-Adjunct60411.2023.00149

  109. Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Annalina Caputo, Graham Healy, Sinéad Smyth, Minh-Triet Tran, Nguyen Thanh Binh

    LifeSeeker: an interactive concept-based retrieval system for lifelog data

    Multimedia Tools and Applications, Vol. 82 (24), 37855-37876

    https://doi.org/10.1007/s11042-023-15317-w

  110. Vy, H. T. H., Hong, T. G., Vu, T. M. H., Pham-Nguyen, C., & Nam, L. N. H.

    A Multi-Factor Approach to Measure User Preference Similarity in Neighbor-Based Recommender Systems.

    Proceedings of the 12th International Conference on Data Science, Technology and Applications, DATA 2023, Rome, Italy. pages 532-539, SCITEPRESS, 2023.

    DOI: 10.5220/0012135500003541

  111. Tran, V. Q.

    Combining machine learning with support resistance method in a trading strategy.

    In 2023 International Conference on Computing and Communication Technologies (RIVF). IEEE.

    DOI: 10.1109/RIVF60135.2023.10471867

  112. Khoa D., Vo; Len T., Bui

    StarSRGAN: Improving Real-World Blind Super-Resolution

    Computer Science Research Notes, Vol. 31, pages 62 - 72, Vaclav Skala Union Agency

    DOI: 10.24132/CSRN.3301.9

  113. Dang, L. D., Phan, U. T., & Nguyen, N. T.

    GENA: A knowledge graph for nutrition and mental health

    Journal of Biomedical Informatics, 145, 104460

    https://doi.org/10.1016/j.jbi.2023.104460

  114. Tran, T., Duong, H., Truong, T., & Le, B.

    Efficient mining of concise and informative representations of frequent high utility itemsets

    Engineering Applications of Artificial Intelligence, 126, 107111

    https://doi.org/10.1016/j.engappai.2023.107111

  1. Thinh T. Truong, Triet M. Tran, Duc A. Duong, Duy A. Tran

    A Provably Secure User Authentication Scheme Over Unreliable Networks

    https://link.springer.com/chapter/10.1007/978-3-030-99584-3_52

  2. Thinh T. Truong, Triet M. Tran, Duc A. Duong, Nam PP. N, Anh H. Nguyen, Nguyen T. Nguyen

    A Provably Secure User Authentication Scheme Over Unreliable

    https://link.springer.com/article/10.1007/s11227-022-04641-x

  3. Hoai-Duc N. Tuan, Sang H. Pham, Thuc V. Hoang

    A semi-automatic approach to biomedical semantic role corpus construction. Science & Technology Development Journal – Natural Sciences 2022, Vol. 6, Issue 2, 2022

    DOI : 10.32508/stdjns.v6i2.1151

  4. Uyen T.P. Phan, Phuong N.V. Nguyen, Nhung T.H. Nguyen

    A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment

    https://aclanthology.org/2022.lrec-1.385/

  5. Uyen T.P. Phan, Nhung T.H. Nguyen

    Simple Semantic-based Data Augmentation for Named Entity

    https://aclanthology.org/2022.bionlp-1.12/

  6. Vo Diep Nhu, Bui Thanh Tuong Thuy, Phan Thanh Bao Tran, Dinh Dien

    Building a corpus for teaching Vietnamese to foreigners

    Language Journal, Vol. 1(375), 2022, page 13-22

  7. Luong An Vinh, Dinh Dien

    Semi-Automatic Construction of a Readability Corpus for the Vietnamese Language

    https://doi.org/10.1142/S219688882250021X

  8. Doan Nam Thuan, Le Thi Anh Thi, Luong An Vinh, Dinh Dien

    Combining Latent Semantic Analysis and Pre-trained Model for Vietnamese Text Readability Assessment: Combining Statistical Semantic Embeddings and Pre-trained Model for Vietnamese Long-Sequence Readability Assessment

    https://doi.org/10.1145/3548636.3548643

  9. Cao Nguyen An Son, Vo Van Quoc Huy, Le Thi Thuy Hang, Dinh Dien

    Hybrid Approach for Text Similarity Detection in Vietnamese Based on Sentence-BERT and WordNet

    https://doi.org/10.1145/3548636.3548645

  10. Pham Hoai Phu Thinh, Vu Tran Duy, Do Tran Anh Duc

    A Span-Based Model for Named Entity Recognition Task with Co-teaching + Training Strategy

    https://doi.org/10.25073/2588-1086/vnucsce.328

  11. Thai Hoa Lam, Nguyen Hong Buu Long, Dinh Dien

    Improve the Automatic Transliteration from Nôm Scripts into Vietnamese National Scripts by Integrating Sino – Vietnamese Knowledge into Statistical Machine Translation

    https://doi.org/10.1145/3548636.3548647

  12. Trinh Huu Duc, Ngo Le Phuong Trinh, Nguyen Hong Buu Long, Dinh Dien

    Applying Cross-view Training for Dependency Parsing in Vietnamese. ICIC Express Letters, Part B: Applications, volume 13, Number 3, March 2022

    DOI: 10.24507/icicelb.13.03.249

  13. Nguyen Quoc Binh, Le Thanh Binh, Nguyen Hong Buu Long, Dinh Dien

    PhraseAttn: Dynamic Slot Capsule Networks for Phrase Representation in Neural Machine Translation. Journal of Intelligent & Fuzzy Systems, vol. 42, no. 4, pp. 3871-3878, 2022

    DOI: 10.3233/JIFS-212101

  14. Nguyen Hong Buu Long, Pham Thai Nghi, Le Duong Cong Duc, Hoang Cong Duy Vu, Dinh Dien

    Moment Matching Training for Neural Machine Translation: An Empirical Study. Journal of Intelligent & Fuzzy Systems, vol. 43, no. 3, pp. 2633-2645, 2022

    DOI: 10.3233/JIFS-213240

  15. Nguyen Quoc Binh, Le Thanh Binh, Nguyen Hong Buu Long, Pham Hung Viet, Dinh Dien

    Providing Syntactic Awareness to Neural Machine Translation by Graph-Based Transformer. Artificial Intelligence and Big Data in Digital Era

    DOI: 10.1007/978-3-030-97610-1_7

  16. Vo Hoai Viet, Nguyen Nhat Khoa, Pham Huynh Nhat

    Real Estate Image Classification For E-commerce Website

    http://stdj.scienceandtechnology.com.vn/index.php/stdj/article/view/3443

  17. Vo Hoai Viet, Huynh Nhat Duy

    Object Tracking: An Experimental and Comprehensive Study on Vehicle Object in Video

    https://j.mecs-press.net/ijigsp/ijigsp-v14-n1/IJIGSP-V14-N1-6.pdf

  18. Hoang Thien Van, Thong Phan Dinh Duy and Thai Hoang Le

    Palmprint Recognition Using Learning Discriminant Line Direction Descriptors

    https://ictcc.eai-conferences.org/2022/

  19. Khai Dinh Lai, Thai Hoang Le and Thuy Thanh Nguyen

    Image classification of lung nodules by requiring the integration of Attention Mechanism into ResNet model

    https://kse2022.tbd.edu.vn/

  20. Khoa Tan Truong and Thai Hoang Le

    TarGAN: CT to MRI Translation Using Private Unpaired Data Domain

    https://kse2022.tbd.edu.vn/

  21. Le Nguyen Hoai Nam

    Incorporating textual reviews in the learning of latent factors for recommender systems

    https://www.sciencedirect.com/science/article/abs/pii/S1567422322000175

  22. Le Nguyen Hoai Nam

    Profile Aggregation-Based Group Recommender Systems: Moving From Item Preference Profiles to Deep Profiles

    https://ieeexplore.ieee.org/document/9667459

  23. Le Nguyen Hoai Nam

    Towards comprehensive approaches for the rating prediction phase in memory-based collaborative filtering recommender systems

    https://www.sciencedirect.com/science/article/abs/pii/S002002552101344X

  24. Thanh Le, Ngoc Huynh, Bac Le

    Knowledge graph embedding by projection and rotation on hyperplanes for link prediction

    https://link.springer.com/article/10.1007/s10489-022-03983-6

  25. Thanh Le, Anh-Hao Phan, Bac Le

    ACRM: Integrating Adaptive Convolution with Recalibration Mechanism for Link Prediction

    https://link.springer.com/chapter/10.1007/978-3-031-10986-7_45

  26. Thanh Le, Chi Tran, Bac Le

    Integrating Quaternion Graph Convolutional Networks with Tucker Decomposition for Link Prediction on Knowledge Graphs

    https://link.springer.com/chapter/10.1007/978-3-031-10983-6_47

  27. Duong, Hai; Hoang, Tien; Tran, Thong; Truong, Tin; Le, Bac; Fournier-Viger, Philippe

    Efficient algorithms for mining closed and maximal high utility itemsets, Knowledge-Based

    Systems, Vol. 257, Elsevier B.V.

    DOI: 10.1016/j.knosys.2022.109921

  28. Thanh Nguyen, Thuan; Trung Nguyen, Thang; Le, Bac

    Artificial ecosystem optimization for optimizing of position and operational power of battery energy storage system on the distribution network considering distributed generations

    Expert Systems with Applications, Vol. 208, Elsevier Ltd.

    DOI: 10.1016/j.eswa.2022.118127

  29. P. M. Hoang, H. D. Tuan, T. T. Son, H. V. Poor and L. Hanzo

    Learning Unbalanced and Sparse Low-Order Tensors

    IEEE Transactions on Signal Processing, vol. 70, pp. 5624-5638, 2022.

    DOI: 10.1109/TSP.2022.3221661

  30. Do, Trong-Le; Tran, Mai-Khiem; Nguyen, Huy H.; Tran, Minh-Triet

    Potential Attacks of DeepFake on eKYC Systems and Remedy for eKYC with DeepFake Detection Using Two-Stream Network of Facial Appearance and Motion Features

    SN Computer Science, Vol. 3, Springer.

    DOI: 10.1007/s42979-022-01364-x

  31. Le, Tri; Huynh-Duc, Nham; Nguyen, Chung Thai; Tran, Minh-Triet

    Motion Embedded Image: A combination of spatial and temporal features for action recognition

    ACM International Conference Proceeding Series, pages 302 - 308, Association for Computing Machinery.

    DOI: 10.1145/3568562.3568653

  32. Huynh, Minh-Hieu; Bui-Xuan, Bao; Tran, Minh-Triet

    Sports Visual Data Analysis with Deep Vision

    ACM International Conference Proceeding Series, pages 223 - 230, Association for Computing Machinery.

    DOI: 10.1145/3568562.3568633

  33. Ly, Duy-Nam; La, Thanh-Thai; Le, Khanh-Duy; Nguyen, Cuong; Fjeld, Morten; Tran, Thanh Ngoc-Dat; Tran, Minh-Triet

    360TourGuiding: Towards Virtual Reality Training for Tour Guiding

    MobileHCI 2022 Adjunct - Publication of the 24th ACM International Conference on Human-Computer Interaction with Mobile Devices and Services, Association for Computing Machinery, Inc.

    DOI: 10.1145/3528575.3551436

  34. Ngo, Kiet; Nguyen, Vu; Nguyen, Tien

    Research on Test Flakiness: From Unit to System Testing

    ACM International Conference Proceeding Series, Association for Computing Machinery.

    DOI: 10.1145/3551349.3563242

  35. Pham, Phuoc; Nguyen, Vu; Nguyen, Tien

    A Review of AI-augmented End-to-End Test Automation Tools

    ACM International Conference Proceeding Series, Association for Computing Machinery.

    DOI: 10.1145/3551349.3563240

  36. Pham, Khang; Nguyen, Vu; Nguyen, Tien

    Application of Natural Language Processing Towards Autonomous Software Testing

    ACM International Conference Proceeding Series, Association for Computing Machinery.

    DOI: 10.1145/3551349.3563241

  37. Tran, Ly-Duyen; Alam, Naushad; Graham, Yvette; Vo, Linh Khanh; Diep, Nghiem Tuong; Nguyen, Binh; Zhou, Liting; Gurrin, Cathal

    An Exploration into the Benefits of the CLIP model for Lifelog Retrieval

    ACM International Conference Proceeding Series, pages 15 - 22, Association for Computing Machinery.

    DOI: 10.1145/3549555.3549593

  38. Pham, Hoang N.; Dinh, Huy A.; Thai, Phat V.; Nguyen, Trung T.; Nguyen, Binh T.

    Drone Detection Using Deep Neural Networks

    Frontiers in Artificial Intelligence and Applications, Vol. 355, pages 507 - 518, IOS Press BV.

    DOI: 10.3233/FAIA220280

  39. Tran, Nguyen N.D.; Nguyen, Hien D.; Huynh, Nhan T.; Tran, Nha P.; Nguyen, Linh V.

    Segmentation on Chest CT Imaging in COVID- 19 Based on the Improvement Attention U-Net Model

    Frontiers in Artificial Intelligence and Applications, Vol. 355, pages 596 - 606, IOS Press BV.

    DOI: 10.3233/FAIA220288

  40. Nguyen, Huy T.; Nguyen, Hien D.; Do, Nhon V.; Pham, Uyen H.; Tran, Lan-Di; Pham, Vuong T.

    Knowledge Representation of Expert System in Real-Estate Investment Combining Collected Data

    Frontiers in Artificial Intelligence and Applications, Vol. 355, pages 571 - 583, IOS Press BV.

    DOI: 10.3233/FAIA220286

  41. Ung, Hieu Trung; Ung, Huy Quang; Nguyen, Trung T.; Nguyen, Binh T.

    An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models

    Frontiers in Artificial Intelligence and Applications, Vol. 355, pages 584 - 595, IOS Press BV.

    DOI: 10.3233/FAIA220287

  42. Tran, Chi-Hao; Tran, Quoc-Thang; Long-Vu, Quynh-Chau; Nguyen, Hai-Son; Tran, Anh-Duy; Dang-Nguyen, Duc-Tien

    DeDigi: A Privacy-by-Design Platform for Image Forensics

    ICDAR 2022 - Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, pages 58 - 62, Association for Computing Machinery, Inc.

    DOI: 10.1145/3512731.3534213

  43. La, Tuan-Vinh; Tran, Quang-Tien; Tran, Thanh-Phuc; Tran, Anh-Duy; Dang-Nguyen, Duc-Tien; Dao, Minh-Son

    Multimodal Cheapfakes Detection by Utilizing Image Captioning for Global Context

    ICDAR 2022 - Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, pages 9 - 16, Association for Computing Machinery, Inc.

    DOI: 10.1145/3512731.3534210

  44. Hoang-Xuan, Nhat; Trang-Trung, Hoang-Phuc; Le, Thanh-Cong; Nguyen, E-Ro; Tran, Mai-Khiem; Le, Tu-Khiem; Ninh, Van-Tu; Gurrin, Cathal; Tran, Minh-Triet

    Flexible Interactive Retrieval SysTem 3.0 for Visual Lifelog Exploration at LSC 2022, LSC 2022

    Proceedings of the 5th Annual Lifelog Search Challenge, pages 20 - 26, Association for Computing Machinery, Inc.

    DOI: 10.1145/3512729.3533013

  45. Nguyen, Thao-Nhu; Le, Tu-Khiem; Ninh, Van-Tu; Tran, Minh-Triet; Nguyen, Thanh Binh; Healy, Graham; Smyth, Sinéad; Caputo, Annalina; Gurrin, Cathal

    LifeSeeker 4.0: An Interactive Lifelog Search Engine for LSC'22, LSC 2022

    Proceedings of the 5th Annual Lifelog Search Challenge, pages 14 - 19, Association for Computing Machinery, Inc.

    DOI: 10.1145/3512729.3533014

  46. Gurrin, Cathal; Zhou, Liting; Healy, Graham; Jónsson, Björn Pór; Dang-Nguyen, Duc-Tien; Lokoć, Jakub; Tran, Minh-Triet; Hürst, Wolfgang; Rossetto, Luca; Schöffmann, Klaus

    Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22

    ICMR 2022 - Proceedings of the 2022 International Conference on Multimedia Retrieval, pages 685 - 687, Association for Computing Machinery, Inc.

    DOI: 10.1145/3512527.3531439

  47. Le, Bac; Truong, Tin; Duong, Hai; Fournier-Viger, Philippe; Fujita, Hamido,

    H-FHAUI: Hiding frequent high average utility itemsets

    Information Sciences, Vol. 611, pages 408 - 431, Elsevier Inc.

    DOI: 10.1016/j.ins.2022.07.027

  48. Thai, Lam H.; Nguyen, Long H. B.; Dinh, Dien

    Improve the automatic transliteration from Nôm scripts into Vietnamese National scripts by integrating Sino-Vietnamese knowledge into Statistical Machine Translation

    ACM International Conference Proceeding Series, pages 69 - 77, Association for Computing Machinery.

    DOI: 10.1145/3548636.3548647

  49. Doan, Nam-Thuan; Le, Thi-Anh-Thi; Luong, An-Vinh; Dinh, Dien

    Combining Latent Semantic Analysis and Pre-trained Model for Vietnamese Text Readability Assessment Combining Statistical Semantic Embeddings and Pre-trained Model for Vietnamese Long-Sequence Readability Assessment

    ACM International Conference Proceeding Series, pages 45 - 52, Association for Computing Machinery.

    DOI: 10.1145/3548636.3548643

  50. Hoang, Dinh-Hieu; Diep, Gia-Han; Tran, Minh-Triet; Le, Ngan T. H

    DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation

    Proceedings of the ACM Symposium on Applied Computing, pages 660 - 668, Association for Computing Machinery.

    DOI: 10.1145/3477314.3507112

  51. Tran, Thi Diem; Le, Kien Trung; Nguyen, An Luong Truong

    Training Low-Latency Deep Spiking Neural Networks with Knowledge Distillation and Batch Normalization Through Time

    Proceedings - International Conference on Computational Intelligence and Networks, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/CINE56307.2022.10037455

  52. Nguyen, Thu; Vu, Ngoc; Ly, Binh

    An approach to constructing a graph data repository for course recommendation based on IT career goals in the context of big data

    Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022, pages 301 - 308, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/BigData55660.2022.10020436

  53. Nguyen, Manh-Phu; Dao, Minh-Son; Nguyen, Thanh-Binh

    3D-STGPCN: 3D Spatio-Temporal Graph Point-wise Convolutional Network for Traffic Forecasting

    Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022, pages 5998 - 6007, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/BigData55660.2022.10020288

  54. Pho, Khoa; Lam, Han; Le, Tung; Nguyen, Huy Tien; Yoshitaka, Atsuo

    Attention-driven RetinaNet for Parasitic Egg Detection

    Proceedings - 2022 IEEE International Symposium on Multimedia, ISM 2022, pages 265 - 272, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ISM55400.2022.00060

  55. Ha, Nguyen Viet; Tuan, Tran Anh; Nguyen, Tran Thi Thao

    Fairness Enhanced Dynamic Routing Protocol in Software-Defined Networking

    Proceedings - 2022 9th NAFOSTED Conference on Information and Computer Science, NICS 2022, pages 111 - 116, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/NICS56915.2022.10013394

  56. To, Tuan-An; Luong, Hoang-Chau; Nguyen, Nham-Tan; Nguyen, Trong-Tin; Tran, Minh-Triet; Do, Trong-Le

    Deepfake Detection using EfficientNet: Working Towards Dense Sampling and Frames Selection

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, pages 612 - 617, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/RIVF55975.2022.10013900

  57. Nguyen-Vo, Hoang-Thi; Nguyen-Gia, Huy; Nguyen-Tran, Hoan-Duy; Pham-Minh, Hoang; Vo-Thanh, Hung; Do-Due, Hao

    MarbleNet: A Deep Neural Network Solution for Vietnamese Voice Activity Detection

    Proceedings - 2022 9th NAFOSTED Conference on Information and Computer Science, NICS 2022, pages 154 - 158, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/NICS56915.2022.10013457

  58. Van Ho, Son; Vuong, Huy Gia; Nguyen, Binh Quang; Trinh, Quoc-Huy; Tran, Minh-Triet

    Ensemble of Deep Neural Networks for Rice Leaf Disease Classification

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, pages 238 - 243, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/RIVF55975.2022.10013858

  59. Nguyen-Mau, Trong-Hieu; Trinh, Quoc-Huy; Bui, Nhat-Tan; Tran, Minh-Triet; Nguyen, Hai-Dang

    Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, pages 731 - 736, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/RIVF55975.2022.10013883

  60. Dinh, Van-Ha Thi; Nguyen, Thanh-An

    3D-Inception-UNet: A Light-weight U-Net Variant with Inception Blocks for 3D Fault Segmentation in Seismic Data

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, pages 191 - 196, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/RIVF55975.2022.10013875

  61. Huynh, Tuan-Luc; Nguyen-Ngoc, Khoi-Nguyen; Chu, Chi-Bien; Tran, Minh-Triet; Le, Trung-Nghia

    Multilingual Communication System with Deaf Individuals Utilizing Natural and Visual Languages

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, pages 683 - 688, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/RIVF55975.2022.10013851

  62. Nguyen, Hoang-Thi Nguyen; Mac, Bao-Ngoc Nguyen; Tran, Anh-Duy; Nguyen, Ngoc-Thao; Pham, Duc-Thinh

    Deep Reinforcement Learning Approach Using Customized Technical Indicators for A Pre-emerging Market: A Case Study of Vietnamese Stock Market

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, pages 737 - 742, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/RIVF55975.2022.10013836

  63. Duong, Anh-Kiet; Nguyen, Hoang-Lan; Truong, Toan-Thinh

    Large Margin Cotangent Loss for Deep Similarity Learning

    Proceedings - 2022 International Conference on Advanced Computing and Analytics, ACOMPA 2022, pages 40 - 47, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ACOMPA57018.2022.00013

  64. Tran, Quynh Anh; Dang, Quang Hung; Le, Tung; Nguyen, Huy Tien; Le, Tan Duy

    Air Quality Monitoring and Forecasting System using IoT and Machine Learning Techniques

    Proceedings of 2022 6th International Conference on Green Technology and Sustainable Development, GTSD 2022, pages 786 - 792, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/GTSD54989.2022.9988756

  65. Trung, Hau Nguyen; Truong, Son Nguyen

    Ensemble Learning Methods for Legal Processing Tasks in ALQAC 2022

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/KSE56063.2022.9953756

  66. Le, Bao Hoang; Nguyen, Hoang Minh; Nguyen, Nhi Kieu-Phuong; Nguyen, Binh T.

    A New Approach for Vietnamese Aspect-Based Sentiment Analysis

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/KSE56063.2022.9953759

  67. Nguyen, Khang Huu; Dinh, Dat Cong; Le, Hang Thi-Thuy; Dinh, Dien

    English-Vietnamese Cross-lingual Semantic Textual Similarity using Sentence Transformer model

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/KSE56063.2022.9953781

  68. Le Dinh, Thang; Pham Thi, Thanh Thoa; Pham-Nguyen, Cuong; Nam, Le Nguyen Hoai

    A knowledge-based model for context-aware smart service systems

    Journal of Information and Telecommunication, Vol. 6, pages 141 - 162, Taylor and Francis Ltd..

    DOI: 10.1080/24751839.2021.1962105

  69. Nguyen, Hang; Tran, Nam; Le, Bac

    Diagnosing tuberculosis using graph neural network

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/KSE56063.2022.9953751

  70. Nguyen, Chau; Bui, Minh-Quan; Do, Dinh-Truong; Le, Nguyen-Khang; Nguyen, Dieu-Hien; Nguyen, Thu-Trang; Nguyen, Ha-Thanh; Tran, Vu; Nguyen, Le-Minh; Le, Ngoc-Cam; Le, Thi-Thuy; Nguyen, Minh-Phuong; Dang, Tran-Binh; Nguyen, Truong-Son; Phan, Viet-Anh; Vuong, Thi-Hai-Yen; Nguyen, Minh-Tien; Le, Tung; Nguyen, Tien-Huy

    ALQAC 2022: A Summary of the Competition

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/KSE56063.2022.9953764

  71. Hoang, Suong N.; Nguyen, Binh; Nguyen, Nam P.; Luu, Son T.; Phan, Hieu T.; Nguyen, Hien D.

    Enhanced Task-based Knowledge for Lexicon-based Approach in Vietnamese Hate Speech Detection

    Proceedings - International Conference on Knowledge and Systems Engineering, KSE, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/KSE56063.2022.9953615

  72. Truong, Bao; Le, Trung-Nghia; Le, Khanh-Duy; Tran, Minh-Triet; Nguyen, Tam V.,

    Public Speaking Simulator with Speech and Audience Feedback

    Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022, pages 855 - 858, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ISMAR-Adjunct57072.2022.00184

  73. Nguyen, Tam V.; Tran, Thanh Ngoc-Dat; Huynh, Viet-Tham; Truong, Bao; Le, Minh-Quan; Kumavat, Mohit; Patel, Vatsa S.; Tran, Mai-Khiem; Tran, Minh-Triet

    Data-Driven City Traffic Planning Simulation

    Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022, pages 859 - 864, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ISMAR-Adjunct57072.2022.00185

  74. Le, Hoang-Minh; Nguyen, Gia-Huy; Huynh, Viet-Tham; Le, Minh-Kha; Tran, Minh-Triet; Nguyen, Tam V.; Tran, Thanh Ngoc-Dat

    Chemisim: A Web-based VR Simulator for Chemistry Experiments

    Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022, pages 850 - 854, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ISMAR-Adjunct57072.2022.00183

  75. Pham, Trong-Nghia; Nguyen, Nam-Phong; Dinh, Nguyen-Minh-Quan; Le, Thanh

    Tracking Student Attendance in Virtual Classes Based on MTCNN and FaceNet

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 382 - 394, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21967-2_31

  76. Huynh, Tu; Ho, Tuyen Thanh Thi; Le, Bac

    Graph Classification via Graph Structure Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 269 - 281, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21967-2_22

  77. Hoang Pham, Minh; Van Nguyen, Sinh; Le, Tung; Tien Nguyen, Huy; Duy Le, Tan; Trawinski, Bogdan

    A Correct Face Mask Usage Detection Framework by AIoT

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 395 - 407, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21967-2_32

  78. Bui, Thong; Duy Le, Tan; Nguyen, Tri-Hai; Trawinski, Bogdan; Nguyen, Huy Tien; Le, Tung

    Blockchain-Based Decentralized Digital Content Management and Sharing System

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 608 - 620, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21967-2_49

  79. Le, Thanh; Le, Nam; Le, Bac

    Embedding Model with Attention over Convolution Kernels and Dynamic Mapping Matrix for Link Prediction

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 234 - 246, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21743-2_19

  80. Nguyen, Bao-Long; Cao, Tat Cuong; Le, Bac

    Meta-learning and Personalization Layer in Federated Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 209 - 221, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21743-2_17

  81. Le, Thanh; Tran, Tuan; Le, Bac

    Embedding and Integrating Literals to the HypER Model for Link Prediction on Knowledge Graphs

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 403 - 415, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-21743-2_32

  82. Le, Thanh; Tran, Chi; Le, Bac

    Mixed Multi-relational Representation Learning for Low-Dimensional Knowledge Graph Embedding

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 428 - 441

    Springer Science and Business Media Deutschland GmbH.

  83. Van-Ha, Thi Dinh; Thanh-An, Nguyen

    3D-FaultSeg-UNet: 3D Fault Segmentation in Seismic Data Using Bi-stream U-Net

    Communications in Computer and Information Science, pages 477 - 488, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8069-5_32

  84. Ho, Quan Dac; Huynh, Hieu Trung

    An Image Denoising Model Based on Nonlinear Partial Differential Equation Using Deep Learning

    Communications in Computer and Information Science, pages 407 - 418, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8069-5_27

  85. Nguyen, Thanh-Nhan; Dang, Khanh-Mai; Tran, Anh-Duy; Le, Kim-Hung

    Towards an Attention-Based Threat Detection System for IoT Networks

    Communications in Computer and Information Science, pages 301 - 315, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8069-5_20

  86. Nguyen, Hong-Phat; Le, Bac

    P-FCloHUS: A Parallel Approach for Mining Frequent Closed High-Utility Sequences on Multi-core Processors

    Communications in Computer and Information Science, pages 396 - 408, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8234-7_31

  87. Le, Thanh; Tran, Loc; Le, Bac

    A Novel Integrating Approach Between Graph Neural Network and Complex Representation for Link Prediction in Knowledge Graph

    Communications in Computer and Information Science, pages 263 - 275, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8234-7_21

  88. Quang, Tuan-Truong; Le, Nghia; Le, Bac

    Predictive Modelling of Diseases Based on a Network and Machine Learning Approach

    Communications in Computer and Information Science, pages 641 - 654, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8234-7_50

  89. Nguyen, Duy Cuong; Dinh, Nguyen Hanh Dung; Pham-Nguyen, Cuong; Le Dinh, Thang; Nguyen Hoai Nam, Le

    ITCareerBot: A Personalized Career Counselling Chatbot

    Communications in Computer and Information Science, pages 423 - 436, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-981-19-8234-7_33

  90. Nguyen-Thi, Bich-Van; Phan, Triet Le; Nguyen, Thua Ngoc; Ngo, Thanh Duc

    A Crowdsourcing Data Annotation System For Vietnamese Scene Text Detection

    2022 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2022 - Proceedings, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/MAPR56351.2022.9924980

  91. Nguyen, Ngoc-Thao; Vo, Hieu; Tran, Khanh; Ha, Duy; Nguyen, Duc; Le, Thanh

    Medical Prescription Recognition Using Heuristic Clustering and Similarity Search

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 768 - 780, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-16014-1_60

  92. Nguyen-Tran, Duy-Minh; Le, Tung; Pho, Khoa; Nguyen, Minh Le; Nguyen, Huy Tien

    RVT-Transformer: Residual Attention in Answerability Prediction on Visual Question Answering for Blind People

    Communications in Computer and Information Science, pages 423 - 435, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-16210-7_35

  93. Do, Hao D.; Chau, Duc T.; Tran, Son T.

    Speech Representation Using Linear Chirplet Transform and Its Application in Speaker-Related Recognition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 719 - 729, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-16014-1_56

  94. Pham, Trong-Nghia; Nguyen, Nam-Phong; Dinh, Nguyen-Minh-Quan; Le, Thanh

    Developing a Student Monitoring System for Online Classrooms Based on Face Recognition Approaches

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 555 - 567, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-16014-1_44

  95. Phuong, Nguyen Minh; Le, Tung; Minh, Nguyen Le

    CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task

    Communications in Computer and Information Science, pages 150 - 163, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-16210-7_12

  96. Tran, Anh-Duy; Nguyen, Quoc-Trung; Nguyen, Anh-Minh; Tran, Minh-Triet

    MemInspect2: OS-Independent Memory Forensics for IoT Devices in Cybercrime Investigations

    Proceedings - 2022 IEEE/ACIS 22nd International Conference on Computer and Information Science, ICIS 2022, pages 162 - 169, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ICIS54925.2022.9882517

  97. Nguyen, Phuong; Le, Tung; Ha, Thanh-Le; Dang, Thai; Tran, Khanh; Nguyen, Kim Anh; Minh, Nguyen Le,

    Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 303 - 314, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-08530-7_25

  98. Ninh, Van-Tu; Nguyen, Manh-Duy; Smyth, Sinéad; Tran, Minh-Triet; Healy, Graham; Nguyen, Binh T.; Gurrin, Cathal

    An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 907 - 919, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-08530-7_77

  99. Nguyen-Ho, Thang-Long; Pham, Minh-Khoi; Nguyen, Tien-Phat; Nguyen, Hai-Dang; Do, Minh N.; Nguyen, Tam V.; Tran, Minh-Triet

    Text Query based Traffic Video Event Retrieval with Global-Local Fusion Embedding

    IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pages 3133 - 3140, IEEE Computer Society.

    DOI: 10.1109/CVPRW56347.2022.00353

  100. Cao, Tri; Vu, Tuan Ngoc; Le, Huyen Thao; Nguyen, Vu

    Ensemble Approaches for Test Case Prioritization in UI Testing

    Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE, pages 231 - 236, Knowledge Systems Institute Graduate School.

    DOI: 10.18293/SEKE2022-148

  101. Hang, Le Thi Thuy; Dien, Dinh

    English-Vietnamese Cross-Lingual Similarity Estimation Using Language-Agnostic Representation from Multilingual Sentence Encoders

    2022 4th International Conference on Computer Communication and the Internet, ICCCI 2022, pages 14 - 20, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ICCCI55554.2022.9850260

  102. Vo-Ho, Viet-Khoa; Yamazaki, Kashu; Hoang, Hieu; Tran, Minh-Triet; Le, Ngan

    Neural architecture search for medical image applications

    Meta Learning with Medical Imaging and Health Informatics Applications, Elsevier, pages 369 - 384

    DOI: 10.1016/B978-0-32-399851-2.00029-6

  103. Trinh, Quoc-Huy; Mau, Trong-Hieu Nguyen; Zosimov, Radmir; Nguyen, Minh-Van

    EfficientNet for Brain-Lesion Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 249 - 260, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-08999-2_20

  104. Nguyen, Binh T.; Doan, Tung Tran Nguyen; Huynh, Son Thanh; Tran, Khanh Quoc; Nguyen, An Trong; Le, An Tran-Hoai; Tran, Anh Minh; Ho, Nhi; Nguyen, Trung T.; Huynh, Dang T.

    An End-to-End Named Entity Recognition Platform for Vietnamese Real Estate Advertisement Posts and Analytical Applications

    IEEE Access, Vol. 10, pages 87681 - 87697, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ACCESS.2022.3195496

  105. Duc, Nguyen Thanh; Oanh, Nguyen Thi; Thuy, Nguyen Thi; Triet, Tran Minh; Dinh, Viet Sang

    ColonFormer: An Efficient Transformer Based Method for Colon Polyp Segmentation

    IEEE Access, Vol. 10, pages 80575 - 80586, Institute of Electrical and Electronics Engineers Inc..

    DOI: 10.1109/ACCESS.2022.3195241

  106. Bui, Nhat-Tan; Nguyen, Ngoc-Thao; Cao, Xuan-Nam

    Structure-Aware Photorealistic Style Transfer Using Ghost Bottlenecks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 15 - 24, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-031-09037-0_2

  107. Dung, Nguyen Tan; Thuan, Ngo Huu; Van Dung, Truong; Van Nho, Le; Tri, Nguyen Minh; Vy, Vu Pham Thao; Hoang, Le Ngoc; Phat, Nguyen Thuan; Chuong, Dang Anh; Dang, Luong Huu

    End-to-end deep learning model for segmentation and severity staging of anterior cruciate ligament injuries from MRI

    Diagnostic and Interventional Imaging, Elsevier Masson s.r.l..

    DOI: 10.1016/j.diii.2022.10.010

  108. Dat, Nguyen Tan; Tuong, Lam Quang; Dung, Nguyen Duc

    Calib-StyleSpeech: A Zero-Shot Approach in Voice Cloning of High Adaptive Text to Speech System with Imbalanced Dataset

    Lecture Notes on Data Engineering and Communications Technologies, Vol. 124, pages 61 - 72, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-030-97610-1_6

  109. Tran, Lam; Nguyen, Thuc; Kim, Hyunil; Choi, Deokjai

    Security and privacy enhanced smartphone-based gait authentication with random representation learning and digital lockers

    Pattern Recognition, Vol. 129, Elsevier Ltd.

    DOI: 10.1016/j.patcog.2022.108765

  110. Hieu, Nguyen Huu; Hung, Le Khac; Nghia, Le Tran Trung; Viet, Nguyen Duc; Hoang, Nguyen Thai; Thanh Phong, Mai

    Synthesis of titanium dioxide nanorods combining with titanium dioxide nanoparticles/reduced graphene oxide nanocomposite for fabrication of photoanodes in dye–sensitized solar cells

    Materials Technology, Vol. 37, pages 2541 - 2551, Taylor and Francis Ltd..

    DOI: 10.1080/10667857.2022.2046927

  111. Luu, Duc-Tuan; Quan, Khanh-An C.; Nguyen, Thinh-Quyen; Hua, Van-Son; Nguyen, Minh-Chau; Tran, Minh-Triet; Nguyen, Vinh-Tiep

    CDC: Color-Based Diffusion Model with Caption Embedding in VBS 2022

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 575 - 579, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-030-98355-0_57

  112. Le, Tu-Khiem; Ninh, Van-Tu; Tran, Mai-Khiem; Healy, Graham; Gurrin, Cathal; Tran, Minh-Triet

    AVSeeker: An Active Video Retrieval Engine at VBS2022

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 537 - 542, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-030-98355-0_51

  113. Vo, Ngan Hoang; Phan, Khoa D.; Tran, Anh-Duy; Dang-Nguyen, Duc-Tien

    Adversarial Attacks on Deepfake Detectors: A Practical Analysis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 318 - 330, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-030-98355-0_27

  114. Jónsson, Björn Þór; Gurrin, Cathal; Tran, Minh-Triet; Dang-Nguyen, Duc-Tien; Hu, Anita Min-Chun; Thanh, Binh Huynh Thi; Huet, Benoit,

    Rooted jazz dance: Africanist aesthetics and equity in the twenty-first century

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages v - vi, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.2307/j.ctv28m3hd6.5

  115. Lam, Tuong Q.; Nguyen, Dung D.; Nguyen, Dat T.; Lam, Han K.; Cai, Thuc H.; Hoang, Suong N.; Do, Hao D.,

    Instance-Based Transfer Learning Approach for Vietnamese Speech Synthesis with Very Low Resource

    Lecture Notes in Networks and Systems, pages 148 - 164, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/978-3-030-98015-3_10

  116. T. L. -P. Huynh and Ngoc Quoc Ly

    Image Retrieval with Text Feedback based on Transformer Deep Model

    2021 8th NAFOSTED Conference on Information and Computer Science (NICS), 2021, pp. 182-187.

    DOI: 10.1109/NICS54270.2021.9701539

  117. Trang Phung, Ngoc Q. Ly

    Deep Feature Learning Network for Vehicle Retrieval

    ICMLSC (The 5th International Conference on Machine learning and Soft Computing, Sanya, China, 2021.

    DOI:10.1145/3453800.3453804

  118. Khanh-Duy Le, Duy-Nam Ly, Hoang-Long Nguyen, Quang-Tri Le, Morten Fjeld, and Minh-Triet Tran

    HybridMingler: Towards Mixed-Reality Support for Mingling at Hybrid Conferences

    Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, pp. 1-7. 2023.

    DOI: 10.1145/3544549.3585806

  119. Tran, Quang-Tien, Thanh-Phuc Tran, Minh-Son Dao, Tuan-Vinh La, Anh-Duy Tran, and Duc Tien Dang Nguyen

    A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection

    In Proceedings of the 30th ACM International Conference on Multimedia, pp. 7145-7149. 2022.

    DOI: 10.1145/3503161.3551596

  120. Dang-Nguyen, Duc-Tien, Vegard Velle Sjøen, Dinh-Hai Le, Thien-Phu Dao, Anh-Duy Tran, and Minh-Triet Tran.

    Practical Analyses of How Common Social Media Platforms and Photo Storage Services Handle Uploaded Images

    In MultiMedia Modeling: 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part II, pp. 164-176. Cham: Springer Nature Switzerland, 2023.

    DOI: 10.1007/978-3-031-27818-1_14

  121. Nguyen-Thi Minh Vuong, Le Huy Le, Tung Le, Tien Huy Nguyen

    Youtube Engagement Analytics via Deep Multimodal Fusion Model

    In: Image and Video Technology. PSIVT 2022. Lecture Notes in Computer Science, vol 13763. Springer, Cham.

    DOI: 10.1007/978-3-031-26431-3_5

  122. Nguyen Anh Duc, Tung Le, Huy Tien Nguyen

    Combining Multi-vision Embedding in Contextual Attention for Vietnamese Visual Question Answering

    In: Image and Video Technology. PSIVT 2022. Lecture Notes in Computer Science, vol 13763. Springer, Cham.

    DOI: 10.1007/978-3-031-26431-3_14

  123. Duy-Minh Nguyen-Tran, Tung Le, Minh Le Nguyen, and Huy Tien Nguyen

    Bi-directional Cross-Attention Network on Vietnamese Visual Question Answering

    In Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, pages 834–841, Manila, Philippines. De La Salle University.

  124. Binh Nguyen, Long Nguyen & Dien Dinh

    Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation

    In Proceedings of the 29th International Conference on Computational Linguistics (COLING), pages 5021–5028, October, 2022, Gyeongju, Republic of Korea. International Committee on Computational Linguistics

  125. Le, Trung-Nghia; Nguyen, Tam V.; Tran, Minh-Triet

    Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation

    Machine Vision and Applications, Vol. 33, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/s00138-022-01278-x

  126. Duy Vu-Tran, Phu-Thinh Pham, Duc Do, An-Vinh Luong & Dien Dinh

    Integrating Label Attention into CRF-based Vietnamese Constituency Parser

    In Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, pages 1–9, Manila, Philippines. De La Salle University.

  127. Phu-Thinh Pham, Duy Vu-Tran, Duc Do, An-Vinh Luong & Dien Dinh

    Intent Detection and Slot Filling from Dependency Parsing Perspective: A Case Study in Vietnamese

    In Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, pages 777–782, Manila, Philippines. De La Salle University.

  128. Chau Nguyen, Tung Le, Nguyen-Khang Le, Trung-Tin Pham and Le-Minh Nguyen

    A Study on Effectiveness of BERT Models and Task-Conditioned Reasoning Strategy for Medical Visual Question Answering

    In: Artificial Intelligence for Communications and Networks. AICON 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 477. Springer, Cham.

    DOI: 10.1007/978-3-031-29126-5_5

  129. Bui, T.V., Echizen, I., Kuribayashi, M., Kojima, T. and Nguyen, T.D., 2022.

    Group Testing with Blocks of Positives and Inhibitors.

    Entropy, 24(11), p.1562.

  130. Huynh, Ut; Le, Bac; Dinh, Duy-Tai; Fujita, Hamido

    Multi-core parallel algorithms for hiding high-utility sequential patterns

    Knowledge-Based Systems, Vol. 237, Elsevier B.V.

    DOI: 10.1016/j.knosys.2021.107793

  131. Duy K Vo, Len T Bui, Thai H Le

    Face Generation from Skull Photo Using GAN and 3D Face Models

    Proceedings of the Future Technologies Conference (FTC) 2022, Volume 1.

    DOI: 10.1007/978-3-031-18461-1_2

  132. Pham Minh, H., Nguyen Xuan, N., Tran Thai, S.

    TT-ViT: Vision Transformer Compression Using Tensor-Train Decomposition.

    In: Nguyen, N.T., Manolopoulos, Y., Chbeir, R., Kozierkiewicz, A., Trawiński, B. (eds) Computational Collective Intelligence. ICCCI 2022

  133. Trung-Nghia Le, Ta Gu, Huy H. Nguyen, Isao Echizen

    Rethinking Adversarial Examples for Location Privacy Protection

    IEEE International Workshop on Information Forensics and Security (WIFS), 2022

  134. Tuan-Luc Huynh, Huu-Hung Nguyen, Xuan-Nhat Hoang, Thao Thi Phuong Dao, Tien-Phat Nguyen, Viet-Tham Huynh, Hai-Dang Nguyen, Trung-Nghia Le, Minh-Triet Tran.

    Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa.

    Multimedia Evaluation Workshop (MediaEval), 2022

  135. Nguyen, Tam V.; Raghunath, Shreyas; Phung, Kim Anh; Ongwere, Tom; Tran, Minh-Triet

    Revisiting natural user interaction in virtual world

    Journal of Ambient Intelligence and Humanized Computing, Springer Science and Business Media Deutschland GmbH.

    DOI: 10.1007/s12652-022-04496-3

  136. Le, Ngoc-Thao; Vo, Bay; Nguyen, Lam B.Q.; Le, Bac

    OWGraMi: Efficient method for mining weighted subgraphs in a single graph,

    Expert Systems with Applications, Vol. 204, Elsevier Ltd.

    DOI: 10.1016/j.eswa.2022.117625

  137. Nguyen, Phuong Minh; Le, Tung; Nguyen, Huy Tien; Tran, Vu; Nguyen, Minh Le

    PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing

    DOI: 10.1007/s10489-022-04246-0

  138. Nguyen, Thai-Vu; Nguyen, Anh; Le, Nghia; Le, Bac

    Semi-supervised adversarial discriminative domain adaptation

    DOI: 10.1007/s10489-022-04288-4

  139. Le, Trung-Nghia; Cao, Yubo; Nguyen, Tan-Cong; Le, Minh-Quan; Nguyen, Khanh-Duy; Do, Thanh-Toan; Tran, Minh-Triet; Nguyen, Tam V.

    Camouflaged Instance Segmentation In-the-Wild: Dataset, Method, and Benchmark Suite

    IEEE Transactions on Image Processing, Vol. 31, pages 287 - 300, Institute of Electrical and Electronics Engineers Inc.

    DOI: 10.1109/TIP.2021.3130490

  1. Ut Huynh, Bac Le, Duy-Tai Dinh

    Hiding Periodic High-Utility Sequential. Book: Patterns. Periodic Pattern Mining Theory, Algorithms, and Application, Book chapter

  2. Ut Huynh, Bac Le, Duy-Tai Dinh, Van-Nam Huynh

    Mining Periodic High-Utility Sequential Patterns with Negative Unit Profits. Book: Periodic Pattern Mining Theory, Algorithms, and Application, Book chapter.

  3. Tin Truong, Hai Duong, Bac Le, Philippe Fournier-Viger, Unil Yun

    Frequent high minimum average utility sequence mining with constraints in dynamic databases using efficient pruning strategies. Applied Intelligence, 21, 2, 66-91

    https://doi.org/10.1007/s10489-021-02520-1

  4. Tin Truong, Hai Duong, Bac Le, Philippe Fournier-Viger, Unil Yun

    Mining interesting sequences with low average cost and high average utility. Applied Intelligence, 21, 2, 66-91

    https://doi.org/10.1007/s10489-021-02505-0

  5. Phu-Thinh Pham, Minh-Hieu Huynh, Hai-Dang Nguyen, Minh-Triet Tran

    SELAB-HCMUS at MediaEval 2021: Music Theme and Emotion Classification with Co-teaching Training Strategy.

    https://2021.multimediaeval.com/paper44.pdf

  6. Anh Linh Dang, Tuyen Quang Nguyen, Tri Thien Cao, Vinh Quang Dinh, Vinh Dinh Nguyen

    Local Tetra Pattern and Its Benefits to Improve the Performance of Car and Pedestrian Detection Under Hostile Conditions. 2021 21st International Conference on Control, Automation and Systems (ICCAS), https://ieeexplore.ieee.org/abstract/document/9649941

  7. Tri Thien Cao, Khoa Duong Van.

    TypicalVietnameseFoodNet: A Vietnamese Food Image Dataset For Vietnamese Food Classifications. 2021 21st International Conference on Control, Automation and Systems (ICCAS)

    https://ieeexplore.ieee.org/abstract/document/9649805

  8. Tuan-Luc Huynh, Nhat-Khang Ngo, Phu-Van Nguyen, Thien-Tri Cao, Thanh-Danh Le, Hai-Dang Nguyen, Minh-Triet Tran

    HCMUS at MediaEval2021: Content-Based MisinformationDetection Using Contextualized Word Embedding from BERT.

    https://2021.multimediaeval.com/paper76.pdf

  9. Nhat-Khang Ngo, Tuan-Luc Huynh, Thanh-Danh Le, Hai-Dang Nguyen, Minh-Triet Tran.

    HCMUS at MediaEval2021:Polyps Segmentation using TransFuse with Focal Tversky Loss.

    https://2021.multimediaeval.com/paper54.pdf

  10. Thien-Tri Cao, Nhat-Khang Ngo, Thanh-Danh Le,Tuan-Luc Huynh, ,Ngoc-Thien Nguyen, Hai-Dang Nguyen, Minh-Triet Tran.

    HCMUS at MediaEval 2021: Fine-tuning CLIP for AutomaticNews-Images Re-Matching.

    https://2021.multimediaeval.com/paper48.pdf

  11. Tuan-An To, Nham-Tan Nguyen, Dinh-Khoi Vo, Nhat-Quynh Le-Pham, Hai-Dang Nguyen, Minh-Triet Tran.

    HCMUS MediaEval 2021: Multi-model decision method applied on Data Augmentation for COVID-19 conspiracy theories classification.

    https://2021.multimediaeval.com/paper63.pdf

  12. Bang-Dang Pham, Nhat-Tan Bui, Minh-Khoi Pham, Pham Van Ngoan,Truong-Hai Nguyen, Thang-Long Nguyen-Ho, Hai-Dang Nguyen, Minh-Triet Tran

    HCMUS at MediaEval 2021: Efficient methods of Metadata Embedding and Augmentation for Visual Sentiment Analysis.

    https://2021.multimediaeval.com/paper33.pdf

  13. Quoc-Huy Trinh, Trong-Hieu Nguyen Mau, Minh-Van Nguyen, Van-Son Ho, Tan-Cong Nguyen, Hai-Dang Nguyen, Minh-Triet Tran

    HCMUS-Juniors at Medico Polyps Segmentation Task 2021: Efficient U-Net for Polyps Segmentation.

    https://2021.multimediaeval.com/paper32.pdf

  14. E-Ro Nguyen, Hai-Dang Huynh-Lam, Hai-Dang Nguyen, Minh-Triet Tran

    HCMUS at MediaEval2021: Attention-based Hierarchical Fusion Network for Predicting Media Memorability.

    https://2021.multimediaeval.com/paper31.pdf

  15. E-Ro Nguyen, Hai-Dang Nguyen, Minh-Triet Tran

    HCMUS at MediaEval2021: PointRend with Attention Fusion Refinement for Polyps Segmentation.

    https://2021.multimediaeval.com/paper71.pdf

  16. Trong-Tung Nguyen, Thanh-Son Nguyen, Gia-Bao Dinh Ho, Hai-Dang Nguyen, Minh-Triet Tran

    HCMUS at MediaEval 2021: Ensembles of Action Recognition Networks with Prior Knowledge for Table Tennis Strokes Classification Task. https://2021.multimediaeval.com/paper36.pdf

  17. Florent Langenfeld, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Genki Terashi, Xiao Wang, Daisuke Kihara, Halim Benhabiles, Karim Hammoudi, Adnane Cabani, Feryal Windal, Mahmoud Melkemi, Ekpo Otu, Reyer Zwiggelaar, David Hunter, Yonghuai Liu, Léa Sirugue, Huu-Nghia H Nguyen, Tuan-Duy H Nguyen, Vinh-Thuyen Nguyen-Truong, Danh Le, Hai-Dang Nguyen, Minh-Triet Tran, Matthieu Montès

    Surface-based protein domains retrieval methods from a SHREC2021 challenge. Journal of Molecular Graphics and Modelling, Vol. 111

    https://www.sciencedirect.com/science/article/abs/pii/S1093326321002746

  18. Khoa Vo, Hyekang Joo, Kashu Yamazaki, Sang Truong, Kris Kitani, Minh-Triet Tran, Ngan Le

    AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation. The 32th British Machine Vision Conference (BMVC 2021)

    https://www.bmvc2021-virtualconference.com/assets/papers/1095.pdf

  19. Ivan Sipiran, Patrick Lazo, Cristian Lopez, Milagritos Jimenez, Nihar Bagewadi, Benjamin Bustos, Hieu Dao, Shankar Gangisetty, Martin Hanik, Ngoc-Phuong Ho-Thi, Mike Holenderski, Dmitri Jarnikov, Arniel Labrada, Stefan Lengauer, Roxane Licandro, Dinh-Huan Nguyen, Thang-Long Nguyen-Ho, Luis A. Perez Rey, Bang-Dang Pham, Minh-Khoi Pham, Reinhold Preiner, Tobias Schreck, Quoc-Huy Trinh, Loek Tonnaer, Christoph von Tycowicz, The-Anh Vu-Le

    SHREC 2021: Retrieval of cultural heritage objects. Computers & Graphics, Volume 100, November 2021, Pages 1-20

    https://www.sciencedirect.com/science/article/abs/pii/S0097849321001412

  20. Trong-Le Do, Mai-Khiem Tran, Huy H. Nguyen, Minh-Triet Tran.

    Potential Threat of Face Swapping to eKYC with Face Registration and Augmented Solution with DeepFake Detection. 8th International Conference on Future Data and Security Engineering (FDSE 2021)

    https://www.springerprofessional.de/en/potential-threat-of-face-swapping-to-ekyc-with-face-registration/19881302

  21. Hieu Dao, Dinh-Huan Nguyen, Minh-Triet Tran

    Face Recognition in the Wild for Secure Authentication with Open Set Approach. 8th International Conference on Future Data and Security Engineering (FDSE 2021)

    https://link.springer.com/chapter/10.1007/978-3-030-91387-8_22

  22. Duc-Thinh Le, Nhat-Anh Pham-Hoang, Vi-Minh Luong, Hoang-Quoc Nguyen-Son, Minh-Triet Tran

    Document Representation with Representative Sets and Document Similarity at Sentence Level Using Maximum Matching in Bipartite Graph. 8th International Conference on Future Data and Security Engineering (FDSE 2021),

    https://link.springer.com/chapter/10.1007/978-981-16-8062-5_1

  23. Van-Tu Ninh, Sinéad Smyth, Minh-Triet Tran, Cathal Gurrin

    Analysing the Performance of Stress Detection Models on Consumer-Grade Wearable Devices. 20th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 2021)

    https://www.researchgate.net/publication/354635121_Analysing_the_Performance_of_Stress_Detection_Models_on_Consumer-Grade_Wearable_Devices

  24. Cathal Gurrin, Björn Þór Jónsson, Klaus Schöffmann, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, Graham Healy

    Introduction to the Fourth Annual Lifelog Search Challenge. ACM International Conference on Multimedia Retrieval (ICMR 2021), LSC'21. ICMR 2021,

    https://dl.acm.org/doi/10.1145/3460426.3470945

  25. Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Cathal Gurrin, Minh-Triet Tran, Thanh-Binh Nguyen

    ICDAR'21: Intelligent Cross-Data Analysis and Retrieval. ACM International Conference on Multimedia Retrieval (ICMR 2021)

    https://dl.acm.org/doi/proceedings/10.1145/3463944

  26. Hoang-Phuc Trang-Trung, Thanh-Cong Le, Mai-Khiem Tran, Van-Tu Ninh, Tu-Khiem Le, Cathal Gurrin, Minh-Triet Tran

    Flexible Interactive Retrieval SysTem 2.0 for Visual Lifelog Exploration at LSC 2021. ACM International Conference on Multimedia Retrieval (ICMR 2021), LSC@ICMR 2021

    https://dl.acm.org/doi/10.1145/3463948.3469072

  27. Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran, Nguyen Thanh Binh, Graham Healy, Annalina Caputo, Cathal Gurrin.

    LifeSeeker 3.0: An Interactive Lifelog Search Engine for LSC'21. ACM International Conference on Multimedia Retrieval (ICMR 2021), LSC@ICMR 2021

    https://dl.acm.org/doi/10.1145/3463948.3469065

  28. Tan-Cong Nguyen, Tien-Phat Nguyen, Gia-Han Diep, Anh-Huy Tran-Dinh, Tam V. Nguyen, Minh-Triet Tran

    CCBANet: Cascading Context and Balancing Attention for Polyp Segmentation Network. 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)

    https://miccai2021.org/openaccess/paperlinks/2021/09/01/085-Paper2052.html

  29. Tien-Phat Nguyen, Ba-Thinh Tran-Le, Xuan-Dang Thai, Tam V. Nguyen, Minh N. Do, Minh-Triet Tran

    Traffic Video Event Retrieval via Text Query Using Vehicle Appearance and Motion Attributes. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021

    https://openaccess.thecvf.com/content/CVPR2021W/AICity/papers/Nguyen_Traffic_Video_Event_Retrieval_via_Text_Query_Using_Vehicle_Appearance_CVPRW_2021_paper.pdf

  30. Kha Gia Quach, Pha Nguyen, Huu Le, Thanh-Dat Truong, Chi Nhan Duong, Minh-Triet Tran, Khoa Luu.

    DyGLIP, A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object Tracking. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021

    https://openaccess.thecvf.com/content/CVPR2021/papers/Quach_DyGLIP_A_Dynamic_Graph_Model_With_Link_Prediction_for_Accurate_CVPR_2021_paper.pdf

  31. Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai

    Dictionary-guided Scene Text Recognition. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021

    https://openaccess.thecvf.com/content/CVPR2021/html/Nguyen_Dictionary-Guided_Scene_Text_Recognition_CVPR_2021_paper.html

  32. Viet-Khoa Vo-Ho, Ngan Le, Kashu Kamazaki, Akihiro Sugimoto, Minh-Triet Tran

    Agent-Environment Network for Temporal Action Proposal Generation. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)

    https://ieeexplore.ieee.org/iel7/9413349/9413350/09415101.pdf

  33. Trung-Nghia Le, Vuong Nguyen, Cong Le, Tan-Cong Nguyen, Minh-Triet Tran, Tam V. Nguyen

    CamouFinder: Finding Camouflaged Instances in Images. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

    https://ojs.aaai.org/index.php/AAAI/article/view/18015

  34. Trung-Nghia Le, Tam V. Nguyen, Quoc-Cuong Tran, Lam Nguyen, Trung-Hieu Hoang, Minh-Quan Le, Minh-Triet Tran

    Interactive Video Object Mask Annotation. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

    https://ojs.aaai.org/index.php/AAAI/article/view/18014

  35. Thanh-Dat Truong, Chi Nhan Duong, Minh-Triet Tran, Ngan Le, Khoa Luu

    Fast Flow Reconstruction via Robust Invertible n × n Convolution. Future Internet, 13 (7)

    https://www.scimagojr.com/journalsearch.php?q=21100409311&tip=sid&clean=0

  36. Ariel Caputo, Andrea Giachetti, Simone Soso, Deborah Pintani, Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani, Rita Cucchiara, Andrea Ranieri, Franca Giannini, Katia Lupinetti, Marina Monti, Mehran Maghoumi, Joseph J. LaViola Jr., Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran

    SHREC 2021: Skeleton-based hand gesture recognition in the wild. Computers and Graphics, 99 (2021)

    https://www.sciencedirect.com/science/article/pii/S0097849321001382

  37. Andrea Raffo, Ulderico Fugacci, Silvia Biasotti, Walter Rocchia, Yonghuai Liu, Ekpo Otu, Reyer Zwiggelaar, David Hunter, Evangelia I. Zacharaki, Eleftheria Psatha, Dimitrios Laskos, Gerasimos Arvanitis, Konstantinos Moustakas, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Daisuke Kihara, Andrea Giachetti, Huu-Nghia Nguyen, Tuan-Duy Nguyen, Vinh-Thuyen Nguyen-Truong, Danh Le-Thanh, Hai-Dang Nguyen, Minh-Triet Tran.

    SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical properties. Computers and Graphics, 99 (2021)

    https://www.sciencedirect.com/science/article/abs/pii/S0097849321001254

  38. Khoa Vo, Kashu Yamazaki, Sang Truong, Minh-Triet Tran, Akihiro Sugimoto, Ngan Le.

    ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation. IEEE Access, 9 (2021)

    https://ieeexplore.ieee.org/document/9530693/

  39. Debesh Jha, Sharib Ali, Steven Alexander Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler, Pål Halvorsen.

    A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Anal., 70 (2021)

    https://www.sciencedirect.com/science/article/pii/S1361841521000530

  40. Jinnan Yan, Trung-Nghia Le, Khanh-Duy Nguyen, Minh-Triet Tran, Thanh-Toan Do, Tam V. Nguyen.

    MirrorNet: Bio-Inspired Camouflaged Object Segmentation. IEEE Access, 9 (2021)

    https://ieeexplore.ieee.org/document/9371667

  41. Nhat Le, Khanh Nguyen, Anh Nguyen, Bac Le.

    Global-local attention for emotion recognition. Neural Computing and Applications, Special Issue: NCACVIP

    https://doi.org/10.1007/s00521-021-06778-x

  42. Duc Do, Dien Dinh, An-Vinh Luong & Thao Do.

    Adapting Cross-lingual Model To Improve Vietnamese Dependency Parsing. The 2021 International Conference on Artificial Intelligence and Big Data in Digital Era (ICABDE2021)

  43. Anh-Thu Tran, Ngoc-Yen Le, Dien Dinh & Thai-Son Tran.

    Integrating Nôm Language Model into Nôm Optical Character Recognition. The 2021 International Conference on Artificial Intelligence and Big Data in Digital Era (ICABDE2021),

  44. Binh Nguyen, Binh Le, Long H.B. Nguyen & Dien Dinh.

    PhraseAttn: Dynamic Slot Capsule Networks for phrase representation in Neural Machine Translation. Journal of Intelligent & Fuzzy Systems

    10.3233/JIFS-212101

  45. Hung Vo Tran Chi, Duy Lu Anh, Nguyen Le Thanh & Dien Dinh

    English-Vietnamese Cross-Lingual Paraphrase Identification Using MT-DNN. Engineering, Technology & Applied Science Research (ETASR), vol. 11, no. 510.48084/etasr.4300

  46. Loc Tan Ho, Son Thai Tran & Dien Dinh

    Nom Document Background Removal Using Generative Adversarial Network. 2021 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)

    10.1109/ICSIPA52582.2021.9576764

  47. Nhat-Khang Ngo, Xuan-Nam Cao

    Pixel-Wise Information in Fake Image Detection. International Conference on Future Data and Security Engineering, CCIS, Vol 1500, pp. 1–8

    https://doi.org/10.1007/978-981-16-8062-5_30

  48. Pham Minh Hoang, Hoang Duong Tuan, Tran Thai Son, H. Vincent Poor

    Qualitative HD image and video recovery via high-order tensor agumentation and completion. IEEE Journal of Selected Topics in Signal Processing, Volume 15, Issue 3, pp 688-701

    https://ieeexplore.ieee.org/document/9281351

  49. Le Tien Dat, Nguyen Ta Phu Cuong, Tran Minh Triet, Tran Anh Duy

    Attacking voice control devices with sound injection methods. Journal of Science and Technology on Information security, and Workshop on "Ensuring information security in digital transformation".

  50. Hoang-Gia Nguyen, Hoang-Dat Le, Vu Nguyen

    Prioritizing automated test cases of Web applications using reinforcement learning: an enhancement. 13th International Conference on Knowledge and Systems Engineering (KSE 2021)

    https://10.1109/KSE53942.2021.9648835

  51. Vu Nguyen, Thanh To ,Gia-Han Diep

    Generating and selecting resilient and maintainable locators for Web automated testing. Software Testing, Verification and Reliability, Volume31, Issue3

    https://doi.org/10.1002/stvr.1760

  52. Vu Nguyen, Bach Le

    RLTCP: A reinforcement learning approach to prioritizing automated user interface tests. Information and Software Technology, Volume 136, August 2021

    https://doi.org/10.1016/j.infsof.2021.106574

  53. Anh-Duy Tran, Minh-Quan Nguyen, Gia-Hao Phan, and Minh-Triet Tran

    Security Issues in Android Application Development and Plug-in for Android Studio to Support Secure Programming. International Conference on Future Data and Security Engineering

    https://link.springer.com/chapter/10.1007/978-981-16-8062-5_7

  54. Anh-Duy Tran, Ngoc-Huy Vo, Quang-Khai Tran, Hai-Dang Nguyen, Minh-Triet Tran

    OS-independent Malware Detection: Applying Machine Learning and Computer Vision in Memory Forensics. International Conference on Computational Intelligence and Security (CIS).

    DOI 10.1109/CIS54983.2021.00134

  55. Truong-An Tran-Quoc, Chi Huynh-Minh, and Anh-Duy Tran

    Towards OS-Independent Memory Images Analyzing: Using Paging Structures in Memory Forensics. 14th International Conference on Security of Information and Networks.

  56. Le Nguyen Hoai Nam

    Towards comprehensive profile aggregation methods for group recommendation based on the latent factor model. Expert Systems with Applications, VOL 185

    https://doi.org/10.1016/j.eswa.2021.115585

  57. Le Nguyen Hoai Nam

    Latent factor recommendation models for integrating explicit and implicit preferences in a multi-step decision-making process. Expert Systems with Applications, VOL 174

    https://doi.org/10.1016/j.eswa.2021.114772

  58. Thinh Tieu , Nguyen Chau, Hoang Bui, Nguyen Truong-Son

    Apply Bert-based models and Domain knowledge for Automated Legal Question Answering tasks at ALQAC 2021. International Conference on KNOWLEDGE AND SYSTEMS ENGINEERING (KSE2021)

    https://ieeexplore.ieee.org/document/9648727

  59. Khoi Le, Son Nguyen

    EFFECTIVE COMBINATION OF BERT AND CROSS-SENTENCE CONTEXTS IN ASPECT EXTRACTION. 2nd International Conference on Data Mining and NLP (DNLP 2021)

    https://aircconline.com/csit/papers/vol11/csit111210.pdf

  60. Hieu Tran, Long Phan, James Anibal, Binh Nguyen , and Son Nguyen Truong

    An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs. The 28th International Conference on Neural Information Processing (ICONIP2021)

    https://link.springer.com/chapter/10.1007/978-3-030-92185-9_42

  61. Hieu Tran, Cuong V. Dinh, Long Phan, Son T. Nguyen

    Hierarchical Transformer Encoders for Vietnamese Spelling Correction. The 33th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems

    https://link.springer.com/chapter/10.1007/978-3-030-79457-6_46

  62. Tuan Hoang Viet Le, Hoang Thien Van, Hai Son Tran, Phat Kieu Nguyen, Thuy Thanh Nguyen , and Thai Hoang Le

    Applying Convolutional Neural Network For Detecting Highlight Football Events. EAI ICCASA 2021 - 10th EAI International Conference on Context-Aware Systems and Applications

    https://doi.org/10.1007/978-3-030-93179-7_23

  63. Khoa Tan Truong, Khai Dinh Lai, Sang Thanh Nguyen , and Thai Hoang Le

    Recover Realistic Faces from Sketches. EAI ICCASA 2021 - 10th EAI International Conference on Context-Aware Systems and Applications

    https://doi.org/10.1007/978-3-030-93179-7_9

  64. Khai Dinh Lai, Thai Hoang Le , and Thuy Thanh Nguyen

    Binary Classification for Lung Nodule based on Channel Attention Mechanism. EAI ICCASA 2021 - 10th EAI International Conference on Context-Aware Systems and Applications.

    https://doi.org/10.1007/978-3-030-93179-7_16

  65. Tin Trung Nguyen Thai Hoang Le

    Fusion of Attentional and Traditional Convolutional Networks for Facial Expression Recognition. EAI Endorsed Transactions on Pervasive Health and Technology, Volume 27

    https://eudl.eu/doi/10.4108/eai.17-3-2021.169033

  66. Khai Dinh Lai, Thuy Thanh Nguyen, Thai Hoang Le

    Detection of Lung Nodules on CT Images based on the Convolutional Neural Network with Attention Mechanism. Annals of Emerging Technologies in Computing (AETiC), Volume 5, No.2

    http://aetic.theiaer.org/archive/v5/v5n2/p7.html

  67. Huan Phan, Bac Le

    A Comprehensive Survey of Frequent Itemsets Mining on Transactional Database with Weighted Items. Journal of Research and Development on Information and Communication Technology, Volume 1

    https://ictmag.vn/ict/article/view/967/486

  68. Thuan Thanh Nguyen, Thang Trung Nguyen, Bac Le

    Optimization of electric distribution network configuration for power loss reduction based on enhanced binary cuckoo search algorithm. Computers & Electrical Engineering, Volume 90

    https://doi.org/10.1016/j.compeleceng.2020.106893

  69. Trang Van, Bac Le

    Mining sequential rules with itemset constraints. Applied Intelligence, Volume 51(10)

    https://doi.org/10.1007/s10489-020-02153-w

  70. Tin Truong, Hai Duong, Bac Le, Philippe Fournier-Viger, Unil Yun, Hamido Fujita

    Efficient algorithms for mining frequent high utility sequences with constraints. Information Science, Volume 568.

    https://doi.org/10.1016/j.ins.2021.01.060

  71. Long Mai, Bac Le

    Joint sentence and aspect-level sentiment analysis of product comments. Annals of Operations Research, Volume 300(2)

    https://doi.org/10.1007/s10479-020-03534-7

  72. Nhan Vuong, Bac Le.Tin Truong, Duy-Phuong Nguyen

    Efficient algorithms for discovering high-utility patterns with strong frequency affinities. Expert Systems with Applications, Volume 169

    https://doi.org/10.1016/j.eswa.2020.114464

  73. Bac Le, Dong Phuong Le, Minh-Thai Tran

    Hiding sensitive association rules using the optimal electromagnetic optimization method and a dynamic bit vector data structure. Expert Systems with Applications, Volume 176

    https://doi.org/10.1016/j.eswa.2021.114879

  74. Hao D. Do, Duc T. Chau, Thuc H. Cai, Han K.Lam, Dat T. Nguyen, Tuong Q. Lam, Son T. Tran.

    Time Series Forecasting with Data Transform and Its Application in Sport. International Conference on Research in Intelligent and Computing in Engineering (RICE2021), ACSIS, Vol 27, pp. 29-32

    https://annals-csis.org/proceedings/rice2021/pliks/06.pdf

  75. Hao D. Do, Son T. Tran, Dung D. Nguyen, Duc T. Chau

    Enhancing Speech Signal Features with Linear Envelope Subtraction. Computational Collective Intelligence (ICCCI 2021), CCIS, Vol 1463, pp. 313-323

    https://link.springer.com/chapter/10.1007/978-3-030-88113-9_25

  76. Tu Dinh Tran, Minh Nhat Ha, Long Hong Buu Nguyen, Dien Dinh

    Improving Multi-Grained Named Entity Recognition with BERT and Focal Loss. ICIC Express Letters, Part B: Applications, Volume 12, Number 3, March 2021

  77. Long Nguyen, Viet Pham, Hung Minh, Dien Dinh, Thanh Manh

    Integrating AMR Semantic Graphs to Convolutional Neural Machine Translation. ICIC Express Letters, Part B: Applications, Volume 12, Number 2, February 2021

    https://www.hindawi.com/journals/mpe/2021/9939389/

  78. Long Hong Buu Nguyen, Hung Duong Minh, Dien Dinh, Thanh Le Manh

    Improving Neural Machine Translation with POS Tags. ICIC Express Letters, Part B: Applications, Volume 12, Number 1, January 2021

    https://thesai.org/Publications/ViewPaper?Volume=12&Issue=8&Code=IJACSA&SerialNo=91

  79. Dien Dinh, Nguyen Le Thanh

    Vietnamese Sentence Paraphrase Identification using Pre-trained Model and Linguistic Knowledge. International Journal of Advanced Computer Science and Applications IIJACSA), Volume 12 Issue 8

    https://thesai.org/Downloads/Volume12No8/Paper_91-Vietnamese_Sentence_Paraphrase_Identification.pdf

  80. Dien Dinh, Phuong Nguyen, Long H. B. Nguyen

    Transliterating Nôm Scripts into Vietnamese National Scripts using Statistical Machine Translation. International Journal of Advanced Computer Science and Applications IIJACSA), Volume 12 Issue 2, 2021

    https://thesai.org/Downloads/Volume12No2/Paper_5-Transliterating_N%C3%B4m_Scripts_into_Vietnamese.pdf

  81. Long H. B. Nguyen, Viet Pham, Dinh Dien

    Improving Neural Machine Translation with AMR Semantic Graphs. Mathematical Problems in Engineering, Volume 2021, Article ID 9939389

    https://www.hindawi.com/journals/mpe/2021/9939389/

  82. Hoai Duc, T. N., Tu, T. T. L., & Huy, L. Dinh

    A deep-learning model for semantic role labelling in medical documents. Science and Technology Development Journal - Natural Sciences, Vol. 5 (2), pp 1032-1039

    http://stdjns.scienceandtechnology.com.vn/index.php/stdjns/article/view/928

  83. Thang Le Dinh, Thanh Thoa Pham Thi, Cuong Pham-Nguyen, Le Nguyen Hoai Nam

    Knowledge-based model for context-aware smart service systems. Journal of Information and Telecommunication, (EarlyAccess)

    https://www.tandfonline.com/doi/pdf/10.1080/24751839.2021.1962105?needAccess=true

  84. Thanh Le, Ngoc Huynh, Bac Le

    Link Prediction on Knowledge Graph by Rotation Embedding on the Hyperplane in the Complex Vector Space. Artificial Neural Networks and Machine Learning - ICANN 2021, LNCS 12893, pp. 164-175, 2021

    https://doi.org/10.1007/978-3-030-86365-4_14

  85. Thanh Le, Hoang Nguyen, Bac Le

    A Survey of the Link Prediction on Static and Temporal Knowledge Graph. Vol 2021 No 2: Journal of Research and Development on Information and Communication Technology, Vol 2021, No 2, pp.51-84

    https://doi.org/10.32913/mic-ict-research.v2021.n2.972

  86. Trong-Triet Nguyen, Dat-Vu Vuong Nguyen, Thanh Le

    Developing a Prescription Recognition System Based on CRAFT and Tesseract. Computational Collective Intelligence (ICCCI 2021), LNAI 12876, pp. 443-455, 2021

    https://doi.org/10.1007/978-3-030-88081-1_33

  87. Anh Nguyen,Huong Thai, Thanh Le

    Severity Assessment of Facial Acne. Computational Collective Intelligence (ICCCI 2021), LNAI 12876, pp. 599-612, 2021

    https://doi.org/10.1007/978-3-030-88081-1_45

  88. Thanh Le, Ngoc Huynh, Bac Le

    RotatHS: Rotation Embedding on the Hyperplane with Soft Constraints for Link Prediction on Knowledge Graph. Computational Collective Intelligence (ICCCI 2021), LNAI 12876, pp. 29-41, 2021

    https://doi.org/10.1007/978-3-030-88081-1_3

  89. Thanh Le, Trinh Pham, Bac Le

    Negative Sampling for Knowledge Graph Completion Based on Generative Adversarial Network. Computational Collective Intelligence (ICCCI 2021), LNAI 12876, pp. 3-15, 2021

    https://doi.org/10.1007/978-3-030-88081-1_1

  90. Thanh Le, Duy Nguyen, Bac Le

    Learning Embedding for Knowledge Graph Completion with Hypernetwork. Computational Collective Intelligence (ICCCI 2021), LNAI 12876, pp. 16-28, 2021

    https://doi.org/10.1007/978-3-030-88081-1_2

  91. Thu Tran Minh Nguyen, Thinh Pham Quoc Tran

    A knowledge graph embedding based approach for learning path recommendation for career goals. Computational Collective Intelligence (ICCCI 2021), LNAI 12876, pp. 66–78, 2021

    https://doi.org/10.1007/978-3-030-88081-1_6.

  92. Cuc Thi Bui, Trang Van Truong, Cuong Manh Nguyen, Lam Viet Phung, Manh Tien Nguyen, Huy Tien Nguyen

    Learning Vietnamese-English Code-Switching Speech Synthesis Model Under Limited Code-Switched Data Scenario. Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2021 , volume 13032, pp 164-176

    https://link.springer.com/chapter/10.1007/978-3-030-89363-7_13

  93. Cuong Manh Nguyen, Lam Viet Phung, Cuc Thi Bui, Trang Van Truong, Huy Tien Nguyen.

    Learning Vietnamese-English Code-Switching Speech Synthesis Model Under Limited Code-Switched Data Scenario. Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2021 , volume 13032, pp 153-163

    https://link.springer.com/chapter/10.1007/978-3-030-89363-7_12

  94. Tung Le, Thong Bui, Huy Tien Nguyen, Minh Le Nguyen

    Bi-direction Co-Attention Network on Visual Question Answering for Blind People. 2021 The 14th International Conference on Machine Vision (ICMV 2021).

    Conference Program: http://icmv.org/images/program/program.pdf (pp. 22-23)

  95. Tung Le, Huy Tien Nguyen, Minh Le Nguyen.

    Vision And Text Transformer For Predicting Answerability On Visual Question Answering. IEEE International Conference in Image Processing (ICIP 2021), 934-938

    https://ieeexplore.ieee.org/document/9506796

  96. Tung Le, Huy Tien Nguyen, Minh Le Nguyen

    Multi visual and textual embedding on visual question answering for blind people. Neurocomputing, Volume 465, 20 November 2021

    https://doi.org/10.1016/j.neucom.2021.08.117

  97. 97. Thach V. Bui, Mahdi Cheraghchi, Isao Echizen

    Improved non-adaptive algorithms for threshold group testing with a gap. IEEE Transactions on Information Theory, Volume: 67, Issue: 11, Nov. 2021

    https://ieeexplore.ieee.org/document/9513255

  98. Nguyen Chan N., Nguyen Vo D.L., Pham-Nguyen C., Le Dinh T., Dam N.A.K., Pham Thi T.T., Vu Thi M.H.

    Design and deployment of a customer journey management system: the CJMA approach. ACM International Conference Proceeding Series, pages 8 - 16, Association for Computing Machinery, December 2021.

    DOI: 10.1145/3508072.3508075

  99. Vu Tran Hoang Son, Dang Le Khoa

    BER Analysis for Downlink MIMO-NOMA systems over Rayleigh Fading Channels. International Journal of Computer Networks & Communications (IJCNC), Vol. 13, No.6, pp. 93-108.

    https://www.scimagojr.com/journalsearch.php?q=21100836264&tip=sid&clean=0#google_vignette

  100. Linh Le Nhat Pham, Hoang Tan Nguyen, Van Thi Kieu Le

    Triggering Students' Learning Autonomy Using the Combination of M-Learning and Gamification: A Case Study at Nguyen Tat Thanh University. Teaching English with Technology, 21, 2, 66-91.

    https://eric.ed.gov/?id=EJ1293856

  101. Hong-Hai Thai, Cong-Kha Pham, Duc-Hung Le

    Design of a High-Speed 8-Bit Flash ADC Using Double-Tail Comparator on 180nm CMOS Process. 2021 8th NAFOSTED Conference on Information and Computer Science (NICS)

    https://ieeexplore.ieee.org/document/9648835

  102. Tuan-Kiet Tran, Tan-Phat Dang, Trong-Tu Bui, Huu-Thuan Huynh

    A Reliable Approach to Secure IoT Systems Using Cryptosystems Based on SoC FPGA Platforms. 2021 International Symposium on Electrical and Electronics Engineering (ISEE)

    https://ieeexplore.ieee.org/abstract/document/9418709

  103. Tan-Phat Dang, Tuan-Kiet Tran, Trong-Tu Bui, Huu-Thuan Huynh

    LoRa Gateway Based on SoC FPGA Platforms. 2021 International Symposium on Electrical and Electronics Engineering (ISEE)

    DOI: 10.1109/ISEE51682.2021.9418711

  1. Long Mai, Bac Le.

    Joint sentence and aspect-level sentiment analysis of product comments. Annals of Operations Research,online.

    https://doi.org/10.1007/s10479-020-03534-7

  2. Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger.

    EHAUSM: An efficient algorithm for high average utility sequence mining. Information Science,Vol 515.

    https://doi.org/10.1016/j.ins.2019.11.018

  3. Ngoc-Thao Le, Bay Vo, Lam B. Q. Nguyen, Hamido Fujita, Bac L.

    Mining weighted subgraphs in a single large graph. Information Science,Vol 514.

    https://doi.org/10.1016/j.ins.2019.12.010

  4. Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Duy-Tai Dinh, Hoai Bac Le.

    Mining correlated high-utility itemsets using various measures. Logic Journal of the IGPl,Vol 28(1).

    https://doi.org/10.1093/jigpal/jzz068

  5. Duong Van Hai, Truong Chi Tin, Tran Ngoc Anh, Le Hoai Bac

    Fast generation of sequential patterns with item constraints from concise representations. Knowledge and Information Systems,62, pages 2191–2223(2020).

    https://link.springer.com/article/10.1007%2Fs10115-019-01418-2

  6. Ngoc Thanh Le, Dua Giang Tran. Hoai Bac Le.

    Feature learning for representing sparse networks based on random walks. Intelligent Data analysis - An International journal,.

    https://www.coursehero.com/file/42835673/1565659docx/

  7. Ngoc Q. Ly , Hieu N. M. Cao, Thi T. Nguyen.

    Person Re-Identification System at Semantic Level based on Pedestrian Attributes Ontology. International Journal of Advanced Computer Science and Applications IIJACSA),Vol.11, Issue 2, 2020.

    Digital Object Identifier (DOI) : 10.14569/IJACSA.2020.0110264

  8. Ly Quoc Ngoc, Nguyen Thanh Tin, Le Bao Tuan.

    A New Framework of Moving Object Tracking based on Object Detection-Tracking with Removal of Moving Features. International Journal of Advanced Computer Science and Applications IIJACSA),Vol.11, Issue 4, 2020.

    Digital Object Identifier (DOI) : 10.14569/IJACSA.2020.0110406

  9. Ngoc Q. Ly , Tan T. Nguyen , Tai C. Vong , Cuong V. Than.

    The New High-Performance Face Tracking System based on Detection-Tracking and Tracklet-Tracklet Association in Semi-Online Mode. International Journal of Advanced Computer Science and Applications IIJACSA),Vol.11, Issue 3, 2020.

    Digital Object Identifier (DOI) : 10.14569/IJACSA.2020.0110303

  10. Ly Quoc Ngoc, Do Phuc Thinh

    A New High Performance Approach for Crowd Counting Using Human filter. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE).

    Digital Object Identifier (DOI) : 10.1109/NICS51282.2020.9335850

  11. Ly Quoc Ngoc, Thai Thien

    Lightweight Solution to Background Noise in Crowd Counting. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE).

    Digital Object Identifier (DOI): 10.1109/NICS51282.2020.9335834

  12. Ly Quoc Ngoc, Tran Quang Minh

    Mobile Robot Planner with Low-Cost Camera Using Deep Reinforcement Learning. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE).

    Digital Object Identifier (DOI): 10.1109/NICS51282.2020.9335852

  13. Le Thi Nhan, Nguyen Thi Tuong Vy

    Discovering discriminative motifs for predicting treatment outcomes in HCV using semi-supervised feature selection method. Journal of Scientific Ho Chi Minh City University of Education

  14. Ngoc Thanh le, Thanh Binh Le, Si Duy Truong, Hoai Bac Le.

    Building filters for Vietnamese chatbot responses. The 2020 RIVF international conference on computing and communication technologies, 10/2020, RMIT university.

  15. Ly Quoc Ngoc, Tran Tan Luan

    Online Video Stabilization Based on Converting Deep Dense Optical Flow to Motion Mesh. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE).

    Digital Object Identifier (DOI): 10.1109/NICS51282.2020.9335882

  16. Ly Quoc Ngoc, Vo Quoc Huy, Phung Tien Hao

    VQASTO: Visual Question Answering System for Action Surveillance Based on Task Ontology. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE).

    Digital Object Identifier (DOI) : 10.1109/NICS51282.2020.9335891

  17. Ly Quoc Ngoc, Ly Vinh Loi, Doan Tuan

    Transformer-based model for Vietnamese Hand Written Word Image Recognition. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE).

    Digital Object Identifier (DOI) : 10.1109/NICS51282.2020.9335877

  18. Tran Minh Triet, Nguyen Thanh An, Nguyen Hai Dang, Do Trong Le

    iTASK - Intelligent Traffic Analysis Software Kit. CVPR Workshops 2020

  19. Tran Minh Triet, Vu Le The Anh, Nguyen Le Hong Hanh, Nguyen E Ro

    Video Object Segmentation with Memory Augmentation and Multi-Pass Approach. CVPR Workshops 2020

  20. Tran Minh Triet, Tran Quoc Cuong, Vu Le The Anh

    Interactive Video Object Segmentation with Multiple Reference Views, Self Refinement, and Guided Mask Propagation. CVPR Workshops 2020

  21. Tran Minh Triet, Nguyen Thanh An, Nguyen Hai Dang

    Lazy Instance Segmentation Framework with Fine-tuned Bidirectional Propagation for Interactive Segmentation. CVPR Workshops 2020

  22. Tran Minh Triet, Nguyen Tan Cong

    SiVOS: simulated interactive video object segmentation. CVPR Workshops 2020

  23. Tran Minh Triet, Nguyen Hai Dang, Le Minh Quan, Nguyen Dinh Hoang Phuc

    SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs. Computers and Graphics 2020

  24. Tran Thi Thao Nhi, Nghiem Quoc Minh, Nguyen Thi Hong Nhung, Luu Nguyen Thuy Ngan, Van Chi Nam, Dinh Dien

    ViMs: a high-quality Vietnamese dataset for abstractive multi-document summarization. Language Resources and Evaluation

    https://doi.org/10.1007/s10579-020-09495-4

  25. Nguyen Hong Toi, Le Thanh Thanh Toai, Tran Thi Thao Nhi

    Abstractive Sentence Summarization with Encoder-Convolutional Neural Networks. The 12th IEEE International Conference on KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2020)

  26. Huy Tien Nguyen, Khoi Tuan Nguyen, Anh Tuan Nguyen and Thanh Lac Thi Tran

    Fast Word Predictor for On-Device Application. COLING 2020

    https://www.aclweb.org/anthology/2020.coling-demos.5/

  27. Tung Le, Tien-Huy Nguyen, Nguyen Le Minh

    Integrating Transformer into Global and Residual Image Feature Extractor in Visual Question Answering for Blind People. The 12th IEEE International Conference on KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2020)

    https://ieeexplore.ieee.org/document/9287539

  28. Nguyen Tran Minh Thu, Tran Pham Quoc Thinh, Tran Linh Tam

    Comparing U-Net Convolutional Network with Mask R-CNN in Agricultural Area Segmentation on Satellite Images. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE)

    ISBN: 978-1-6654-0518-8

  29. Tran Trung Dung, Luong Tan Khang, Le Giang Thanh

    DDoS Attack Detection and Defense in SDN Based on Machine Learning. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE)

    https://ieeexplore.ieee.org/abstract/document/9335867

  30. Nguyen Ngoc Thao, Tran Hai Phong, Nguyen Thanh Hai

    A Hybrid Approach for Neural Collaborative Filtering. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), (IEEE)

    https://ieeexplore.ieee.org/document/9335910

  31. An-Vinh Luong, Dien Dinh, Diep Nguyen, Thuy Bui

    Assessing Vietnamese Text Readability using Multi-Level Linguistic Features. International Journal of Advanced Computer Science and Applications (IJACSA)

    https://thesai.org/Publications/ViewPaper?Volume=11&Issue=8&Code=IJACSA&SerialNo=14

  32. Long H. B. Nguyen, Dien Dinh, Viet Pham

    Semantic Convolutional Neural Machine Translation Using AMR for English-Vietnamese. CCCIS 2020: 2020 International Conference on Computer Communication and Information Systems

    https://doi.org/10.1145/3418994.3419000

  33. Long H. B. Nguyen, Dien Dinh, Tu Dinh Tran, Minh Nhat Ha

    Vietnamese Multi-Grained Named Entity Recognition. CCCIS 2020: 2020 International Conference on Computer Communication and Information Systems

    https://doi.org/10.1145/3418994.3419003

  34. An-Vinh Luong, Dien Dinh, Diep Nguyen

    Building a Corpus for Vietnamese Text Readability Assessment in The Literature Domain. Universal Journal of Educational Research, 2020

    https://www.hrpub.org/journals/article_info.php?aid=9852

  35. Long H. B. Nguyen, Viet Pham, Dinh Dien

    Integrating AMR to Neural Machine Translation Using Graph Attention Networks. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

    https://doi.org/10.1109/NICS51282.2020.9335896

  36. Long H. B. Nguyen, Dinh Dien, Duc Truong, Thang Hong Nguyen-Vo

    Exploring Document-Level Neural Machine Translation for English-Vietnamese. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

    https://doi.org/10.1109/NICS51282.2020.9335843

  37. Dinh Dien, Nhu Vo Diep, Thuy Bui

    Text-Type Variation in Vietnamese: Corpus Mining for Linguistic Features in Narrative and Non-Narrative Genres. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

    https://doi.org/10.1109/NICS51282.2020.9335835

  38. Dinh Dien, Ho Ngoc Lam, Vo Diep Nhu, Nguyen Tuyet Nhung

    Identifying Authors Based on Stylometric measures of Vietnamese texts. The 34th Pacific Asia Conference on Language, Information and Computation (PACLIC 2020)

    https://vlsp.org.vn/paclic2020/listofacceptedpapers

  39. Dinh Dien, Pham Hung Viet, Vo Diep Nhu

    The computer-based approach to Vietnamese linguistics research. The Fourth International Conference on the Linguistics of Vietnam-2020 (ICLV-2020)

  40. Dinh Dien

    Applications of computational linguistics in translation. International conference: Translation 4.0: Training, Research and Practice

    http://en.ulis.vnu.edu.vn/blog/archives/international-conference-translation-4-0-training-research-and-practice-ucit2020/

  41. Thai Hoang Le, Khai Dinh Lai, Thanh Minh Cao, Nhan Hoang Thai

    The Combination of Attention Sub-convnet and Triplet Loss for Pulmonary Nodule Detection in CT Images. International Conference for Emerging Technologies in Computing - iCETiC 2020: Emerging Technologies in Computing

    https://link.springer.com/chapter/10.1007/978-3-030-60036-5_16

  42. Pham Quynh Thi, Ho Thi Diep, Nguyen Dinh Thao, Cuong Pham-Nguyen, Thang Le Dinh, Le Nguyen Hoai Nam

    Towards An Ontology-Based Knowledge Base for Job Postings. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

    https://ieeexplore.ieee.org/document/9335876

  43. Thang Le Dinh, Thanh Thoa Pham Thi, Cuong Pham-Nguyen, Le Nguyen Hoai Nam

    Towards A Context-Aware Knowledge Model for Smart Service Systems. 12th International Conference on Computational Collective Intelligence (ICCCI), LNAI Springer

    https://link.springer.com/chapter/10.1007%2F978-3-030-63007-2_60

  44. Luong Tran Hien, Ly Tran Thi Ly, Cuong Pham-Nguyen, Thang Le Dinh, Hong Tiet Gia, Le Nguyen Hoai Nam

    Towards Chatbot-based Interactive What-and How-Question Answering Systems: the Adobot Approach. 2020 RIVF International Conference on Computing and Communication Technologies (RIVF)

    https://ieeexplore.ieee.org/abstract/document/9140742

  45. Thang Nguyen-Vo, Duc Truong, Long Nguyen and Dien Dinh

    EXPLORING SUBWORD SEGMENTATION METHODS IN ENGLISH - VIETNAMESE NEURAL MACHINE TRANSLATION. The 16th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2020)/the 13th International Conference on Frontiers of Information Technology, Applications and Tools (FITAT 2020)

  46. Phuoc Tran, Van-Deo Duong, Dien Dinh, Bay Vo, Huu Nguyen, Long H. B. Nguyen

    Projecting dependency syntax labels from English into Vietnamese in English-Vietnamese bilingual corpus. International Journal of Intelligent Information and Database Systems

    https://dx.doi.org/10.1504/IJIIDS.2020.108212

  47. Toan-Thinh Truong, Minh-Triet Tran, Anh-Duc Duong

    Chebyshev polynomial-based authentication scheme in multiServer environment. Security and Communication Networks

    https://www.hindawi.com/journals/scn/2020/3579705/

  48. Thanh Le, Vinh Vo, Khai Nguyen, Bac Le

    Improving DMF with Hybrid Loss Function and Applying CF-NADE to the MOOC Recommendation System. The Fifteenth International Conference on Internet and Web Applications and Services (ICIW)

    https://www.iaria.org/conferences2020/ProgramICIW20.html

  49. Thien Nguyen, Thanh Le, Bac Le

    Predicting Next Purchase Item on JXM Game by K-Means Clustering and ARIMAX Model. 7th NAFOSTED Conference on Information and Computer Science (NICS)

    http://nafosted-nics.org/wp-content/uploads/2020/11/NICS-2020-Tentative-Program.pdf

  50. Tuyen-Thanh-Thi Ho, Hung Vu, Bac Le

    Efficient Graph Classification via Graph Encoding Networks. RIVF 2020

    DOI: 10.1109/RIVF48685.2020.9140729

  51. Huan Phan, Bac Le

    NOV-RSI: A Novel Optimization Algorithm for Mining Rare Significance Itemsets. ADMA

    https://dblp.org/db/conf/adma/adma2020.html#PhanL20

  52. Do Tri Nhan, Nguyen Minh Tri, Cao Xuan Nam

    Vietnamese Speech Synthesis with End-To-End Model and Text Normalization. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

    https://doi.org/10.1109/NICS51282.2020.9335905

  53. Do Thai Bao; Huu-Nghia H. Nguyen; Bao Linh Mai; Vu Nguyen

    Mining and Creating Software Repositories Dataset. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  54. Pham Minh Hoang, Hoang Duong Tuan, Tran Thai Son, H. Vincent Poor

    Qualitative HD Image and Video Recovery via High-Order Tensor Augmentation and Completion. IEEE Journal of Selected Topics in Signal Processing

    https://doi.org/10.1109/JSTSP.2020.3042063

  55. Hoang-Phuc Trang-Trung, Hoang-Anh Le, Minh-Triet Tran

    Lifelog Moment Retrieval with Self-Attention based Joint Embedding Model. CLEF 2020

  56. Dat T. Truong, Chi Nhan Duong, Khoa Luu, Minh-Triet Tran, Ngan Le

    Domain Generalization via Universal Non-volume Preserving Approach. CRV 2020

  57. Thanh-Cong Le, Quoc-Vuong Nguyen, Minh-Triet Tran

    Flexible Platform for Integration, Collection, and Analysis of Social Media for Open Data Providers in Smart Cities. FDSE 2020

  58. Minh-Triet Tran, Thanh-An Nguyen, Hai-Dang Nguyen

    LifeSeeker 2.0: Interactive Lifelog Search Engine at LSC 2020. ICMR 2020

  59. Minh-Triet Tran, Thanh-An Nguyen, Quoc-Cuong Tran, Mai-Khiem Tran, Khanh Nguyen, Hoang-Phuc Trang-Trung, Hoang-Anh Le, Hai-Dang Nguyen, Trong-Le Do, Viet-Khoa Vo-Ho

    Flexible Interactive Retrieval SysTem for Visual Lifelog Exploration at LSC 2020. ICMR 2020

  60. Khac-Tuan Nguyen, Dat-Thanh Dinh, Minh-Triet Tran

    Anomaly Detection in Traffic Surveillance Videos with GAN-based Future Frame Prediction. ICMR 2020

  61. Khanh-An C. Quan, Vinh-Tiep Nguyen, Tan-Cong Nguyen, Tam V. Nguyen, Minh-Triet Tran

    Flood Level Prediction via Human Pose Estimation from Social Media Images. ICMR 2020

  62. Nguyen-Khang Le, Dieu-Hien Nguyen, Minh-Triet Tran

    An Interactive Video Search Platform for Multi-modal Retrieval with Advanced Concepts. MMM 2020

  63. That-Vinh Ton, Minh-Triet Tran

    A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging

  64. Thang V. Dao; Thang B. Dinh; Tien B. Dinh

    Multi-Branch Network with Dynamically Matching Algorithm in Pre-Identification. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  65. Hai Nguyen-Truong; Khoa N. A. Nguyen; San Cao

    SRGAN with Total Variation Loss in Face Super-Resolution. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  66. Quang Minh Nguyen; Tu Minh Doan; Tien Dinh

    A Scalable - High Performance Lightweight Distributed File System. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  67. Nguyen Chieu Chau; Son Truong Nguyen; Minh Le Nguyen

    VNLawBERT: A Vietnamese Legal Answer Selection Approach Using BERT Language Model. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  68. Bao Bui-Xuan; Bao-Minh Nguyen-Hoang; Cong-Anh Truong; Quang-Duy Nguyen-Tran

    Facial Expression Recognition in the Wild: Efficiency of Modified-Category and Ensemble Learning Method. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  69. Nhat Hoang-Xuan; E-Ro Nguyen; Thuy-Dung Pham-Le; Nguyen-Khoi Hoang

    Efficient One-Shot Video Object Segmentation. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  70. Kha-Luan Pham; Khanh-Mai Dang; Loi-Phat Tang; Thanh-Nhan Nguyen

    GAN Generated Portraits Detection Using Modified VGG-16 and EfficientNet. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  71. Minh-Hieu Huynh; Phu-Thinh Pham-Hoai; Kiệt Anh Trần; Dat Thanh Nguyen

    Automated Waste Sorting Using Convolutional Neural Network. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  72. Phong Hoang La; Minh-Thao Ha; Long Bao Hai Nguyen; Nguyen Manh Thien

    Vehicle Counting: Survey and Experiments. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  73. Bang-Dang Pham; Triet Minh Tran; Hoang-Long Pham

    Hit Song Prediction Based on Gradient Boosting Decision Tree. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  74. Trong-Loc Truong; Hanh-Linh Le; Thien-Phuc Le-Dang

    Sentiment Analysis Implementing BERT-Based Pre-Trained Language Model for Vietnamese. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  75. Duy Hoang Anh Do; Huy Van Quang Nguyen; Hy Dinh Ngo

    Supersonic SNARKs and Applications. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  76. Huy Van Quang Nguyen; Hy Dinh Ngo

    Private Identity-Based Encryption for Key Management. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS)

  77. Hao D. Do, Son T. Tran, and Duc T. Chau

    Speech Separation in the FrequencyDomain with Autoencoder. Journal of Communications

    http://www.jocm.us/show-246-1613-1.html

  78. Hao D. Do, Son T. Tran, and Duc T. Chau

    A Variational Autoencoder Approach for Speech Signal Separatio. 12th International Conference on Computational Collective Intelligence

    https://link.springer.com/chapter/10.1007/978-3-030-63007-2_43

  79. Hao D. Do, Son T. Tran, and Duc T. Chau

    Speech Source Separation Using Variational Autoencoder and Bandpass Filter. IEEE Access

    https://ieeexplore.ieee.org/abstract/document/9178274

  80. Tan-Bao Tran, Thai-Son Tran

    Automatic Natural Image Colorization. ACIIDS 2020. Lecture Notes in Computer Science

  81. Pha A. Nguyen, Son T. Tran

    Tracking customers in crowded retail scenes with Siamese Tracker. 2020 RIVF International Conference on Computing and Communication Technologies

  82. Nguyễn Trần Minh Thư, Trần Thị Trúc Hân, Trần Thị Hồng Nhung

    Phương pháp gợi ý việc làm dựa trên sự tương đồng kỹ năng giữa ứng viên và công việc. Kỷ yếu hội nghị FAIR 2020:Fundamental And Applied IT Research

    DOI: 10.15625/vap.2020.00204

  83. Đinh Điền, Nguyễn Thị Kim Phượng, Diệp Gia Hân, Trần Nguyễn Sơn Thanh

    Chuyển tự tự động từ chữ Nôm sang chữ Quốc ngữ. Hội thảo quốc gia 100 năm chữ Quốc ngữ ở Việt Nam

  84. Đinh Điền

    Cấu trúc (Từ điển) OALD8 Anh-Việt dưới góc độ từ điển học tính toán. Tạp chí Từ điển học & Bách khoa thư

    ISSN: 1859-3135

  85. Lê Công Cảnh, Tiêu Vĩnh Phong, Lương An Vinh

    Xây dựng bộ ngữ liệu đồng tham chiếu cho tiếng Việt. Hội nghị khoa học quốc gia về "Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin" (FAIR2020)

    ISBN: 978-604-9985-77-5

  86. Võ Diệp Như, Đinh Điền

    Các tiêu chí ngôn ngữ trong việc xây dựng kho ngữ liệu tiếng Việt. Hội nghị khoa học quốc gia về "Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin" (FAIR2020)

    ISBN: 978-604-9985-77-5

  87. Đinh Điền, Trang Minh Chiến, Nguyễn Thị Kim Phượng, Nguyễn Hồng Bửu Long

    Chuyển tự tự động từ chữ Nôm sang chữ Quốc ngữ theo tiếp cận dịch máy neural. Hội nghị khoa học quốc gia về "Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin" (FAIR2020)

    ISBN: 978-604-9985-77-5

  88. Yen Le, Thu Tran Thi Anh, Đinh Điền

    GÁN NHÃN NGỮ NGHĨA CHO TỪ ĐIỂN TIẾNG VIỆT DỰA TRÊN WORDNET TIẾNG VIỆT. Hội nghị khoa học quốc gia về "Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin" (FAIR2020)

    ISBN: 978-604-9985-77-5

  89. Đinh Điền

    Tiếp cận Từ điển học tính toán trong việc biên soạn từ điển. Hội thảo Từ điển học và Bách khoa thư học: Những vấn đề lý luận và thực tiễn

    ISBN: 978-604-304-743-1

  90. Võ Diệp Như, Đinh Điền

    Xây dựng kho ngữ liệu tiếng Việt cho việc biên soạn từ điển. Hội thảo Từ điển học và Bách khoa thư học: Những vấn đề lý luận và thực tiễn

    ISBN: 978-604-304-743-1

  91. Anh Thư, Ngọc Yến, Đinh Điền

    Khai khoáng tự động tài nguyên từ điển tiếng Việt. Hội thảo Từ điển học và Bách khoa thư học: Những vấn đề lý luận và thực tiễn

    ISBN: 978-604-304-743-1

  92. Đinh Điền, Trang Minh Chiến, Nguyễn Thị Kim Phượng, Nguyễn Hồng Bửu Long

    So sánh định lượng về mặt từ loại giữa hai biến thể văn bản. Hội thảo Quốc gia: Ngôn ngữ học và những lĩnh vực ứng dụng

    http://nnh.hcmussh.edu.vn/Resources/Docs/SubDomain/nnh/Th%C3%B4ng%20tin%20H%E1%BB%99i%20th%E1%BA%A3o/1.%20Danh%20s%C3%A1ch%20%C4%91%C4%83ng%20k%C3%BD%20tham%20lu%E1%BA%ADn%20(c%E1%BA%ADp%20nh%E1%BA%ADt%2017.7.2020)%20(1).docx

  93. Yen Le, Thu Tran Thi Anh, Đinh Điền

    Xây dựng kho ngữ liệu phục vụ dạy tiếng Việt cho người nước ngoài. Hội thảo Quốc gia: Ngôn ngữ học và những lĩnh vực ứng dụng

    http://nnh.hcmussh.edu.vn/Resources/Docs/SubDomain/nnh/Th%C3%B4ng%20tin%20H%E1%BB%99i%20th%E1%BA%A3o/1.%20Danh%20s%C3%A1ch%20%C4%91%C4%83ng%20k%C3%BD%20tham%20lu%E1%BA%ADn%20(c%E1%BA%ADp%20nh%E1%BA%ADt%2017.7.2020)%20(1).docxx

  1. Ngoc Q. Ly, Tuong KL. Do, Binh X.

    Large Scale Object Retrieval from coarse to fine based on Object Ontology and Local Multi-task Deep Neuron Network. Journal of Computational Intelligence and NeuroScience, Volume 2019, 40 pages, 2019. (Indexed in SCIE Journal)

    https://doi.org/10.1155/2019/1483294

  2. Nguyen Tien Huy and Nguyen Le Minh.

    Multilingual opinion mining on YouTube – A convolutional N-gram BiLSTM word embedding. Information Processing & Management, Vol 54, pp. 451-462. 2018

    https://doi.org/10.1016/j.ipm.2018.02.001

  3. Nguyen Tien Huy and Nguyen Le Minh.

    Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity. Information Processing & Management, Vol 54, 2019.

    https://doi.org/10.1016/j.ipm.2019.102090

  4. Nguyen Tien Huy and Nguyen Le Minh.

    An Ensemble Method with Sentiment Features and Clustering Support. Neurocomputing, Vol 370, pp 155-165, 2019

    https://doi.org/10.1016/j.neucom.2019.08.071

  5. Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun.

    Efficient high average-utility itemset mining using novel vertical weak upper-bounds. Knowl. Based Syst. 183 (2019)

    https://doi.org/10.1016/j.knosys.2019.07.018

  6. Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger

    Efficient Vertical Mining of High Average-Utility Itemsets Based on Novel Upper-Bounds. IEEE Trans. Knowl. Data Eng. 31(2): 301-314 (2019).

    https://doi.org/10.1109/TKDE.2018.2833478

  7. Linh Nguyen, Giang Nguyen, Bac Le

    Fast algorithms for mining maximal erasable patterns. Expert Syst. Appl. 124: 50-66 (2019).

    https://doi.org/10.1016/j.eswa.2019.01.034

  8. Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger.

    FMaxCloHUSM: An efficient algorithm for mining frequent closed and maximal high utility sequences. Eng. Appl. Artif. Intell. 85: 1-20 (2019)

    https://doi.org/10.1016/j.engappai.2019.05.010

  9. Bac Le, Lien Kieu, Dat Tran.

    Distortion-based heuristic method for sensitive association rule hiding. Journal of Computer Science and Cybernetics, Vol 35, N.4 (2019), 337- 354

    https://doi.org/10.15625/1813-9663/35/4/14131

  10. Truong Chi Tin, Tran Ngoc Anh, Duong Van Hai, Le Hoai Bac.

    Hupsmt: an efficient algorithm for mining high utility-probability sequences in uncertain databases with multiple minimum utility threshold. Journal of Computer Science and Cybernetics. Vol 35. No 1 (2019) 1-20.

    https://doi.org/10.15625/1813-9663/35/1/13234

  11. Truong Chi Tin, Tran Ngoc Anh, Duong Van Hai, Le Hoai Bac

    FGenHUSM: An efficient algorithm that mines high-interest common generator sequences. Journal of Information and Communication Technology. Specialization: Research, development and application of information and communication technology. Episode 2019. No. 2.

    (DOI: 10.32913/mic-ict-research-vn.v2019.n2.972)

  12. Long Binh Tran,Thai Hoang Le

    (2019),"Robust Authentication Using Fast and Self Consistent Estimation

    for the Match Score Fusion", International Journal of Simulation Systems, Science & Technology, Volume 20, Number 6, December 2019, 10 pages. ISSN 1473-804x Online, ISSN 1473-8031 Print,

    https://ijssst.info/Vol-20/No-6/cover-20-6.htm

  13. Trung-Nghia Le, Tam V.Nguyen, Zhong liang Nie, Minh-Triet Tran, Akihiro Sugimoto

    "Anabranch network for camouflaged object segmentation", Journal of Computer Vision and Image Understanding, Vol. 184, pp. 45-56, ISSN: 1077-3142

    https://www.sciencedirect.com/science/article/pii/S1077314219300608

  14. Cathal Gurrin, Klaus Schoeffmann, Hideo Joho, Andreas Leibetseder, Liting Zhou, Aaron Duane, Duc-Tien Dang-Nguyen, Michael Riegler, Luca Piras, Minh-Triet Tran, Jakub Lokoč, Wolfgang Hürst,

    "Comparing Approaches to Interactive Lifelog Search at the Lifelog Search Challenge (LSC2018)", ITE Transactions on Media Technology and Applications, Vol 7, Issue 2, pp. 46-59, ISSN: 2186-7364

    https://www.jstage.jst.go.jp/article/mta/7/2/7_46/_article

  15. Vinh-Tiep Nguyen, Duy Dinh Le, Minh-Triet Tran, Tam V. Nguyen, Thanh Duc Ngo, Shin’ichi Satoh, Duc Anh Duong

    "Video instance search via spatial fusion of visual words and object proposals", International Journal of Multimedia Information Retrieval, Vol 8, Issue 3, pp. 181-192, ISSN: 2192-6611 (Print) 2192-662X (Online)

    https://link.springer.com/article/10.1007/s13735-019-00172-z

  16. Viet-Khoa Vo-Ho, Quoc-An Luong, Duy-Tam Nguyen, Mai-Khiem Tran, Minh-Triet Tran

    "A Smart System for Text-Lifelog Generation from Wearable Cameras in Smart Environment Using Concept-Augmented Image Captioning with Modified Beam Search Strategy", Journal of Applied Science, Vol 9, 1886-1900, ISSN: 2076-3417

    https://www.mdpi.com/2076-3417/9/9/1886

  17. Minh-Triet Tran, Lap Q. Trieu & Huy Q. Tran

    "Document representation and classification with Twitter-based document embedding, adversarial domain-adaptation, and query expansion", Journal of Heuristics, Vol 2019, pp 1-23, ISSN: 1381-1231 (Print), 1572-9397 (Online)

    https://link.springer.com/article/10.1007/s10732-019-09417-w

  18. Toan-Thinh Truong, Minh-Triet Tran, Anh-Duc Duong

    "Improved Chebyshev Polynomials-Based Authentication Scheme in Client-Server Environment", Journal of Security and Communication Networks, Vol 2019, pp 1-11, ISSN: 1939-0114 (Print), 1939-0122 (Online)

    https://www.hindawi.com/journals/scn/2019/4250743/

  19. Ngoc Tan Le, Fatiha Sadat, Lucie Ménard, Dien Dinh

    Low-Resource Machine Transliteration Using Recurrent Neural Networks. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18(2): 13:1-13:14 (2019)

    https://www.aclweb.org/anthology/W18-2414

  20. Vu Nguyen, Thuy Huynh, Barry Boehm, LiGuo Huang, and Thong Truong.

    “Investigating the use of duration‐based windows and estimation by analogy for COCOMO”, Journal of Software: Evolution and Process, Vol. 31, Issue 10, Oct 2019

    https://onlinelibrary.wiley.com/doi/abs/10.1002/smr.2176

  21. Ngoc-Thanh Le, Giang-Duc Tran, Hoai-Bac Le

    Feature Learning For Representing Sparse Networks Based On Random Walks, IDA Journal 2020 (4). Paper 194676

    https://content.iospress.com/journals/intelligent-data-analysis/24/2

  22. Nguyen Diep, Luong, A.-V., & Dinh Điền

    (2019). Affection of the part of speech elements in Vietnamese text readability. Acta Linguistica Asiatica, 9(1), 105-118.

    https://doi.org/10.4312/ala.9.1.105-118 (SCOPUS)

    https://revije.ff.uni-lj.si/ala/article/view/7854

  23. Nguyen, L.T. & Dien, D. (2019). English–Vietnamese cross-language paraphrase identification using hybrid feature classes. Journal of Heuristics. doi:10.1007/s10732-019-09411-2 (SCI-E)

    https://ieeexplore.ieee.org/abstract/document/8905116

  24. LY, L., NGUYEN, Q., HONG, L., & DIEN, D.

    (2019). INTEGRATING STRUCTURAL DEPENDENCIES IN NEURAL MACHINE TRANSLATION USING GRAPH CONVOLUTIONAL NETWORKS. ICIC Express Letters. Part B, Applications : An International Journal of Research and Surveys, 10(12), 1067–1075.

    https://doi.org/10.24507/icicelb.10.12.1067 (SCOPUS)

    http://www.ijicic.org/elb-10(12).htm

  25. Duong Van Hai, Truong Chi Tin, Le Hoai Bac, Philippe Fournier-Viger

    An Explicit Relationship between Sequential Patterns and Their Concise Representations. The Seventh International Conference on Big Data Analytics (BDA 2019) Ahmedabad, India, December 17-20, 2019

  26. Huan Phan, Bac Le

    HPM-FSI: A High-Performance Algorithm for Mining Frequent Significance Itemsets. 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery Kunming, China, July 20-22, 2019

  27. Huan Phan, Bac Le

    NOV-mRSI: A Novel Algorithm for Minimal Rare Significance Itemsets Mining NOT Satisfy the Downward Closure Property in Transactional Databases. 15th International Conference on Machine Learning and Data Mining New York, NY, USA, July 20-25, 2019.

  28. Tran Quang Tanh, Tran Ngoc Dat Thanh, Nguyen Duy Tam, Holger Regenbrecht, Tran Minh Triet

    Can we perceive changes in our moving speed? A comparison between directly and indirectly powering the locomotion in virtual environments. The ACM Symposium on Virtual Reality software and technology (VRST) Tokyo, 28/11/2018-1/12/2018 T2018-02

  29. Le Nguyen Hoai Nam, Ho Thi Hoang Vy, Le Hoang My, Le Thi Tuyet Mai, Hong Tiet Gia, Ho Le Thi Kim Nhung

    An approach to improving group recommendation systems based on latent factor matrices. The 10 th international symposium on information and communication technology (SOICT 2019) 12-2019 Quang Ninh - Ha Noi T2019-01

  30. Le Thanh Nguyen, Dinh Dien.

    Vietnamese- English Cross-Lingual Paraphrase Identification Using Siamese Recurrent Architectures. 2019 19th International Symposium on Communications and Information Technologies (ISCIT) 09/2019, Ho Chi Minh City, Vietnam.

  31. Phan Thi Phuong Uyen, Huynh Ngoc Thanh Tung, Truong Hung Thinh, Dao Tuan An, Dinh Dien.

    Vietnamese Span-based Constituency Parsing with BERT Embedding. 2019 11th International Conference on Knowledge and Systems Engineering (KSE) Da Nang, Vietnam.

  32. Tanh Quang Tran, Holger Regenbrecht, Minh-Triet Tran

    Am I Moving Along a Curve? A Study on Bicycle Traveling-In-Place Techniques in Virtual Environments INTERACT (4) 2019 2-6 September, 2019. Paphos, Cyprus.

    https://link.springer.com/chapter/10.1007/978-3-030-29390-1_19

  33. Viet-An Pham, Dinh-Hieu Hoang, Huy-Hoang Chung-Nguyen, Mai-Khiem Tran, Minh-Triet Tran

    Privacy Preserving Visual Log Service with Temporal Interval Query using Interval Tree-based Searchable Symmetric Encryption. SoICT 2019 December 4 – 6, 2019 | Ha Noi - Ha Long Bay, Viet Nam.

    https://dl.acm.org/doi/pdf/10.1145/3368926.3369701

  34. Minh-Tri Ho, Trong-Tung Nguyen, Hieu Dao, Minh-Triet Tran.

    Visual Assistant for Crowdsourced Anomaly Event Recognition in Smart City. SoICT 2019 December 4 – 6, 2019 | Ha Noi - Ha Long Bay, Viet Nam.

    https://dl.acm.org/doi/pdf/10.1145/3368926.3369734

  35. Huy-Hoang Chung-Nguyen, Viet-Khoi Pham, Dinh-Hieu Hoang, Minh-Triet Tran

    Keyword-Search Interval-Query Dynamic Symmetric Searchable Encryption. FDSE 2019 November 27 to 29, 2019, Nha Trang City, Vietnam.

    https://link.springer.com/chapter/10.1007/978-3-030-35653-8_46

  36. Thomas Sherk, Minh-Triet Tran, Tam V. Nguyen

    SharkTank Deal Prediction: Dataset and Computational Model. KSE 2019 October 24-26, 2019 | Da Nang, Vietnam.

    https://ieeexplore.ieee.org/document/8919477

  37. Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do

    Enhancing Endoscopic Image Classification with Symptom Localization and Data Augmentation ACM Multimedia 2019 21 - 25 October 2019, Nice, France

    https://dl.acm.org/doi/10.1145/3343031.3356073

  38. Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do

    Enhanced Rotation-Equivariant U-Net for Nuclear Segmentation. Workshop on Computer Vision for Microscopy Image Analysis, CVPR 2019, June 16th - June 20th, Long Beach, CA

    http://openaccess.thecvf.com/content_CVPRW_2019/papers/CVMI/Chidester_Enhanced_Rotation-Equivariant_U-

  39. Khac-Tuan Nguyen, Trung-Hieu Hoang, Minh-Triet Tran, Trung-Nghia Le, Ngoc-Minh Bui, Trong-Le Do, Viet-Khoa Vo-Ho, Quoc-An Luong, Mai-Khiem Tran, Thanh-An Nguyen, Thanh-Dat Truong, Vinh-Tiep Nguyen, and Minh N. Do

    Vehicle Re-identification with Learned Representation and Spatial Verification and Abnormality Detection with Multi-Adaptive Vehicle Detectors for Traffic Video Analysis. AI City Challenge Workshop, CVPR 2019, June 16th - June 20th, Long Beach, CA

    http://openaccess.thecvf.com/content_CVPRW_2019/html/AI_City/Nguyen_Vehicle_Re-

  40. Minh-Triet Tran, Trung-Nghia Le, Tam V. Nguyen, That-Vinh Ton, Ngoc-Minh Bui, Trung-Hieu Hoang, Trong-Le Do, Quoc-An Luong, Vinh-Tiep Nguyen, Duc Anh Duong, Minh N. Do

    Multi-Referenced Guided Instance Segmentation Framework for Semi-supervised Video Instance Segmentation. DAVIS: Densely Annotated VIdeo Segmentation Workshop, CVPR 2019, June 16th - June 20th, Long Beach, CA

    https://davischallenge.org/challenge2019/papers/DAVIS-Semisupervised-Challenge-3rd-Team.pdf

  41. Nguyen-Khang Le, Dieu-Hien Nguyen, Trung-Hieu Hoang, Thanh-An Nguyen, Thanh-Dat Truong, Duy-Tung Dinh, Quoc-An Luong, Viet-Khoa Vo-Ho, Vinh-Tiep Nguyen and Minh-Triet Tran

    HCMUS at the NTCIR-14 Lifelog-3 Task. NTCIR-14 2019 June 10-13, 2019, NII, Tokyo, Japan

    http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings14/NTCIR/toc_ntcir.html

  42. Nguyen-Khang Le, Dieu-Hien Nguyen, Trung-Hieu Hoang, Thanh-An Nguyen, Thanh-Dat Truong, Duy-Tung Dinh, Quoc-An Luong, Viet-Khoa Vo-Ho, Vinh-Tiep Nguyen and Minh-Triet Tran

    Smart Lifelog Retrieval System with Habit-based Concepts and Moment Visualization. LSC@ICMR 2019 10 June 2019. Yokohama, Japan

    https://dl.acm.org/doi/10.1145/3326460.3329155

  43. Nguyen-Khang Le, Dieu-Hien Nguyen, Vinh-Tiep Nguyen, Minh-Triet Tran

    Lifelog Moment Retrieval with Advanced Semantic Extraction and Flexible Moment Visualization for Exploration. CLEF (Working Notes) 2019 September 9-12, 2019. Lugano, Switzerland,

    http://ceur-ws.org/Vol-2380/paper_139.pdf

  44. Trung-Hieu Hoang, Mai-Khiem Tran, Vinh-Tiep Nguyen, Minh-Triet Tran

    Solving Life Puzzle with Visual Context-based Clustering and Habit Reference. CLEF (Working Notes) 2019 September 9-12, 2019. Lugano, Switzerland,

    http://ceur-ws.org/Vol-2380/paper_223.pdf

  45. Vinh Nguyen, Khoa Phu Nguyen, Vu Nguyen

    Clustering Automation Test Faults. IEEE International Conference on Knowledge and Systems Engineering (KSE) Oct 17, 2019 - Oct 19, 2019. Da Nang, Vietnam

    https://ieeexplore.ieee.org/document/8919435

  46. An Nguyen, Bach Le, Vu Nguyen.

    Prioritizing automated user interface tests using reinforcement learning. The 15th International Conference on Predictive Models and Data Analytics in Software Engineering, PROMISE 2019 September, 2019. Recife Brazil

    https://dl.acm.org/doi/10.1145/3345629.33456366

  47. Thu Tran, Vu Nguyen, Thong Truong, Chi Tran, Phu Le

    An evaluation of parameter pruning approaches for software estimation. The 15th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2019). September, 2019 September, 2019. Recife Brazil

  48. Nguyen Tien Huy and Le Thanh Tung and Nguyen Le Minh.

    Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects. RANLP 5-6 September, 2019. Varna Bulgaria

    https://www.researchgate.net/publication/336120110_Opinions_Summarization_Aspect_Similarity_Recognition_Relaxes_the_Constraint_of_Predefined_Aspects

  49. Le Thanh Nguyen, Tran Gia Trong Nhan, Tran Cong Hau, Dinh Dien

    Cross-lingual semantic similarity detection between Vietnamese and English texts using the knowledge graph. The 12th National Scientific Conference on Basic and Applied Information Technology Research (FAIR2019) June 2019, Thua Thien - Hue

  50. Ly Quoc Ngoc, Do Khanh Long Tuong, Nguyen Xuan Binh

    Large-Scale Coarse-to-Fine Object Retrieval Ontology and Deep Local Multitask Learning. Computational Intelligence and Neuroscience, Volume 2019, 40 pages, 2019

    https://doi.org/10.1155/2019/1483294

  51. Duc Huu Dat Nguyen, Loc Phuoc Tran, Vu Nguyen

    Predicting Stock Prices Using Dynamic LSTM Models. Communications in Computer and Information Science, Vol. 1051, Nov 2019, Pages 199-212

    https://link.springer.com/chapter/10.1007/978-3-030-32475-9_15

  52. Van Thien Hoang, Duong Minh Chien, Vu Van Giang, Le Hoang Thai

    PALM VEIN RECOGNITION USING ENHANCED SYMMETRY LOCAL BINARY PATTERN AND SIFT FEATURES. 19th International Symposium on Communications and Information Technologies (ISCIT), 2019

    https://ieeexplore.ieee.org/abstract/document/8905179

  53. Van Thien Hoang, Duong Minh Chien, Vu Van Giang, Le Hoang Thai

    Palmprint Recognition Using Discriminant Local Line Directional Representation. ICCSAMA 2019: Advanced Computational Methods for Knowledge Engineering, pp 208-217

    https://link.springer.com/chapter/10.1007/978-3-030-38364-0_19

  54. Dinh-Duy Tai, Van-Nam Huynh, Bac Le, Philippe Fournier-Viger, Ut Huynh, Quang-Minh Nguyen

    A Survey of Privacy Preserving Utility Mining.

    Book: High Utility Pattern Mining (Theory, Algorithms and Applications) - Chapter 8, Volume 51. 207 - 232 (ISSN 2197-6503), Springer, 2019.