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NGUYEN, Mau Toan Assistant Professor
Knowledge Science, Social Data and Media
◆Degrees
Bachelor of Science Viet Nam National University, Ho Chi Minh City University of Science
Master of Science Japan Advanced Institute of Science and Technology
Ph.D. in Information Science Japan Advanced Institute of Science and Technology
◆Professional Experience
2024 - : Japan Advanced Institute of Science and Technology , Co-creative Intelligence Research Area
2023 - 2024 : Japan Advanced Institute of Science and Technology , School of Information Science , Postdoctoral Researcher
2022 - 2023 : Japan Advanced Institute of Science and Technology , School of Knowledge Science , Postdoctoral Researcher
◆Specialties
Information theory, High-performance computing
◆Research Keywords
Reasoning, Knowledge Fusion, Data clustering

■Publications

◆Published Papers
A tensor-based approach to Dempster-Shafer computing for evidence combination
Toan Nguyen-Mau, Hieu-Chi Dam, Van-Nam Huynh
Neurocomputing, -, 2026
A Spatio-Temporal Multimodal Deep Learning Framework for Taxi Demand Prediction From Multi-Source and Mixed-Type Data
Khin Thiri Kyaw Nyunt, Toan Nguyen-Mau, Mongkut Piantanakulchai, Jessada Karnjana, van-Nam Huynh
IEEE Access, -, 2026
Beyond Matrix Factorization: Deep Neural Network Embeddings for Hotel Recommendation
Xuan-Thang Tran, Dang-Man Nguyen, Mau-Toan Nguyen, Van-Nam Huynh
-, 2026
Imbalanced Data Handling in Financial Distress Prediction: Resampling or Weighted Loss?
Jiaying Ni, Hung Le, Toan Nguyen-Mau, Van-Nam Huynh
-, 2026
An information fusion based approach to context-based fine-tuning of GPT models
Toan Nguyen-Mau, Anh-Cuong Le, Duc-Hong Pham, Van-Nam Huynh
Information Fusion, -, 2024