FIT.HCMUS thân mời Quý Thầy Cô, Nghiên cứu sinh, Học viên Cao học và các bạn Sinh viên tham gia Seminar với tựa đề “Autonomous Machine Learning for Decision Support in Complex Environments” do GS. Jie Lu AO – Giám đốc Viện Trí tuệ Nhân tạo Úc, Đại học Công nghệ Sydney – trình bày với thông tin như sau:
Thời gian tổ chức: 14:00 - 15:30, Thứ Năm ngày 13/11/2025.
Địa điểm tổ chức: Phòng I.44, Cơ sở 227 Nguyễn Văn Cừ, phường Chợ Quán, Tp.HCM
Tóm tắt chủ đề: The talk will present how machine learning can innovatively and effectively learn from data to support data-driven decision-making in uncertain and dynamic situations. A set of new autonomous transfer learning theories, methodologies and algorithms will be presented that can transfer knowledge learnt in more source domains to a target domain by building latent space, mapping functions and self-training to overcome tremendous uncertainties in data, learning processes and decision outputs. Another set of autonomous concept drift theories, methodologies and algorithms will be discussed about how to handle ever-changing dynamic data stream environments with unpredictable stream pattern drifts by effectively and accurately detecting concept drift in an explanatory way, indicating when, where and how concept drift occurs and reacting accordingly. These new developments enable advanced machine learning and therefore enhance data-driven prediction and decision support systems in uncertain and dynamic real-world environments.
Thông tin về diễn giả: Distinguished Professor Jie Lu is a world-renowned scientist in the field of computational intelligence, primarily known for her work in fuzzy transfer learning, concept drift, recommender systems, and decision support systems. She is an IEEE Fellow, IFSA Fellow, Australian Computer Society Fellow, Australian Laureate Fellow and Australian Industry Laureate Fellow. Professor Lu is the Director of the Australian Artificial Intelligence Institute (AAII) at University of Technology Sydney, Australia. She has published six research books and over 500 papers in leading journals and conferences; won 10 Australian Research Council (ARC) Discovery Projects and over 20 industry projects as leading chief investigator; and has supervised over 60 PhD students to completion. She serves as Editor-In-Chief for Knowledge-Based Systems. She is a recognized keynote speaker, delivering over 40 keynote speeches at international conferences. She is the recipient of NeurIPS Outstanding Paper Award, two IEEE Transactions on Fuzzy Systems Outstanding Paper Awards, Australasian AI Distinguished Research Contribution Award, Australian NSW Premier's Prize and the Officer of the Order of Australia (AO).
Các bạn Sinh viên, Học viên Cao học và Nghiên cứu sinh quan tâm, vui lòng đăng kí qua link: https://link.hcmus.edu.vn/dangkiSeminar13112025
Thời hạn đăng ký: Từ nay đến 15h00, Thứ Ba ngày 11/11/2025
Số lượng: 70 người tham dự (Link sẽ đóng sớm hơn sau khi đã đủ số lượng)
Thông tin người phụ trách: Cô Nguyễn Trần Thục Uyên (Email: nttuyen@fit.hcmus.edu.vn)