fit@hcmus

Publications

  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

  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

  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

  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.

    https://doi.org/10.1016/j.iot.2023.100811

  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

  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

    https://doi.org/10.1007/s10462-023-10434-2

  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

    DOI: 10.1080/24751839.2023.2207267

  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)

    https://doi.org/10.48550/arXiv.2112.14337

  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

    https://doi.org/10.48550/arXiv.2210.10667

  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, Cham.

    https://doi.org/10.1007/978-3-031-37963-5_43

  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

    Provable user authentication scheme on ECC in multi-server environment

    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. Võ Diệp Như, Bùi Thanh Tường Thụy, Phan Thanh Bảo Trân, Đinh Điền

    Xây dựng kho ngữ liệu phục vụ dạy tiếng Việt cho người nước ngoài

    Tạp chí Ngôn ngữ, số 1(375), 2022, tr.13-22

  7. Lương An Vinh, Đinh Điền

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

    https://doi.org/10.1142/S219688882250021X

  8. Đoàn Nam Thuận, Lê Thị Anh Thi, Lương An Vinh, Đinh Điền

    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 Nguyễn An Sơn, Võ Văn Quốc Huy, Lê Thị Thúy Hằng, Đinh Điền

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

    https://doi.org/10.1145/3548636.3548645

  10. Phạm Hoài Phú Thịnh, Vũ Trần Duy, Đỗ Trần Anh Đức

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

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

  11. Thái Hoàng Lâm, Nguyễn Hồng Bửu Long, Đinh Điền

    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. Trịnh Hữu Đức, Ngô Lê Phương Trinh, Nguyễn Hồng Bửu Long, Đinh Điền

    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. Nguyễn Quốc Bình, Lê Thanh Bình, Nguyễn Hồng Bửu Long, Đinh Điền

    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. Nguyễn Hồng Bửu Long, Phạm Thái Nghị, Lê Dương Công Đức, Hoàng Công Duy Vũ, Đinh Điền

    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. Nguyễn Quốc Bình, Lê Thanh Bình, Nguyễn Hồng Bửu Long, Phạm Hùng Việt, Đinh Điền

    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. Lê Nguyễn Hoài Nam

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

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

  22. Lê Nguyễn Hoài Nam

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

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

  23. Lê Nguyễn Hoài 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

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    Chemisim: A Web-based VR Simulator for Chemistry Experiments

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    Tracking Student Attendance in Virtual Classes Based on MTCNN and FaceNet

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  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.

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  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.

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  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

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

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    Meta-learning and Personalization Layer in Federated Learning

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

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    Springer Science and Business Media Deutschland GmbH.

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    ITCareerBot: A Personalized Career Counselling Chatbot

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    A Crowdsourcing Data Annotation System For Vietnamese Scene Text Detection

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    Medical Prescription Recognition Using Heuristic Clustering and Similarity Search

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

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

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

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    Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates

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

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    Ensemble Approaches for Test Case Prioritization in UI Testing

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

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    EfficientNet for Brain-Lesion Classification

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

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    ColonFormer: An Efficient Transformer Based Method for Colon Polyp Segmentation

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    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.

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  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.

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    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.

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

    Pattern Recognition, Vol. 129, Elsevier Ltd.

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

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    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.

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    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.

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    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.

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    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.

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

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    Image Retrieval with Text Feedback based on Transformer Deep Model

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    Deep Feature Learning Network for Vehicle Retrieval

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

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

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

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

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    Youtube Engagement Analytics via Deep Multimodal Fusion Model

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

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    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) 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

  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. Lê Tiến Đạt, Nguyễn Tạ Phú Cường, Trần Minh Triết, Trần Anh Duy

    Tấn công các thiết bị điều khiển giọng nói bằng phương pháp tiên tiêm âm thanh

    Tạp chí "Journal of Science and Technology on Information security" và Hội thảo “Bảo đảm an toàn thông tin trong chuyển đổi số”

  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 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. Hoài Đức, T. N., Tứ, T. T. L., & Huy, L. Đình

    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. Thành Lê, 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. Thành Lê, 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 (trang 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. 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

  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. Dương Văn Hải, Trương Chí Tín, Trần Ngọc Anh, Lê Hoài Bắc.

    Fast generation of sequential patterns with item constraints from concise representations.

    Knowledge and Information Systems,62, pages2191–2223(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. 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

  11. 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

  12. 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

  13. 13. Lê Thị Nhàn, Nguyễn Thị Tường Vy.

    Tìm motif phân biệt để dự doán kết quả điều trị hcv với phương pháp chọn lọc đặc trưng bán giám sát.

    Tạp chí Khoa học Trường ĐH Sư Phạm Tp.HCM, Acepted.

  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.

  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. Trương Chí Tín, Trần Ngọc Anh, Dương Văn Hải, Lê Hoài Bắc.

    FGenHUSM: Một thuật toán hiệu quả khai thác các chuỗi sinh phổ biến lợi ích cao.

    Tạp chí Công nghệ thông tin và Truyền thông. Chuyên san: Các công trình NC, PT và UD CNTT – TT. Tập 2019. Số 2.

    DOI: 10.32913/mic-ict-research-vn.v2019.n2.972

  12. Long Binh Tran, Thai Hoang Le

    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 (2019)

  21. NGUYỄN, Điệp, LƯƠNG, A.-V., & ĐINH, Điền

    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

  22. Nguyen, L.T. & Dien, D.

    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

  23. LY, L., NGUYEN, Q., HONG, L., & DIEN, D.

    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

  24. Dương Văn Hải, Trương Chí Tín, Lê Hoài Bắc, 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

  25. Lê Nguyễn Hoài Nam, Hồ Thị Hoàng Vy, Lê Hoàng My, Lê Thị Tuyết Mai, Hồng Tiết Gia, Hồ Lê Thị Kim Nhung

    An approach to improving group recommendation systems based on latent factor matrices.

    The 10 th international symposiumon information and cpmmunication technology (SOICT 2019) 12-2019 Quảng Ninh - Hà Nội T2019-01

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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-

  31. 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-

  32. 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

    Guided Instance Segmentation Framework for Semi-supervised Video Instance Segmentation.

    DAVIS: Densely Annotated VIdeo Segmentation Worlshop, CVPR 2019, June 16th - June 20th, Long Beach, CA

    https://davischallenge.org/challenge2019/papers/DAVIS-Semisupervised-Challenge-3rd-Team.pdf

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. Thu Tran, Vu Nguyen, Thong Truong, Chi Tran, Phu Le

    An evaluation of parameter pruning approaches for software estimatio.

    The 15th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2019). September, 2019 September, 2019. Recife Brazil

  39. Lê Thành Nguyên, Trần Gia Trọng Nhân, Trần Công Hậu, Đinh Điền

    Cross-lingual semantic similarity detection between Vietnamese and English texts using the knowledge graph.

    Hội nghị Khoa học Quốc gia lần thứ XII Nghiên cứu Cơ bản và Ứng dụng Công nghệ Thông tin (FAIR2019) 6/2019, Thừa Thiên - Huế