HUYNH, Van Nam Professor
School of Knowledge Science, Knowledge Management Area, Research Centre for Interpretable AI
◆Degrees
Ph.D in Maths from Vietnam Academy of Science and Technology, Vietnam (1999)
◆Professional Experience
2019 - : Japan Advanced Institute of Science and Technology , Professor
2011 - 2018 : Japan Advanced Institute of Science and Technology , Associate Professor
2007 - 2011 : Japan Advanced Institute of Science and Technology , Assistant Professor
2003 - 2007 : Japan Advanced Institute of Science and Technology , Research Associate
: Japan Advanced Institute of Science and Technology
: Instructor (1990-1992), Lecturer (1992-1999), Maths Department, University of Quinhon; Lecturer (1999-2003), Computer Science Department, University of Quinhon.Inoue Postdoctoral Fellowship (2001-2002)
◆Specialties
Sensitivity (kansei) informatics, Soft computing, Intelligent informatics
◆Research Keywords
Machine Learning and Data Mining, Applications, Kansei Information Processing, Decision Making and Operations Research, Uncertainty Management and Knowledge Engineering
◆Research Interests
Target-Based Decision Making, Reasoning with Uncertain Knowledge

Multi-Attribute Decision Analysis under Integrated Uncertainty

■Publications

◆Published Papers
k-PbC: an improved cluster center initialization for categorical data clustering
Duy Tai Dinh, Van Nam Huynh
Applied Intelligence, 50, 8, 2610-2632, 2020
Mining top-k frequent patterns from uncertain databases
Tuong Le, Bay Vo, Van Nam Huynh, Ngoc Thanh Nguyen, Sung Wook Baik
Applied Intelligence, 50, 5, 1487-1497, 2020
Integrating community context information into a reliably weighted collaborative filtering system using soft ratings
Van Doan Nguyen, Van Nam Huynh, Songsak Sriboonchitta
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50, 4, 1318-1330, 2020
An Efficient Method for Mining Closed Potential High-Utility Itemsets
Bay Vo, Loan T.T. Nguyen, Nguyen Bui, Trinh D.D. Nguyen, Van Nam Huynh, Tzung Pei Hong
IEEE Access, 8, 31813-31822, 2020
Incorporating active learning into machine learning techniques for sensory evaluation of food
Nhat Vinh Lu, Roengchai Tansuchat, Takaya Yuizono, Van Nam Huynh
International Journal of Computational Intelligence Systems, 13, 1, 655-662, 2020
◆Misc
Preface
Hirosato Seki, Canh Hao, Van Nam Huynh, Masahiro Inuiguchi
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11471 LNAI, -, 2019
Preface
Van Nam Huynh, Masahiro Inuiguchi, Dang Hung Tran, Thierry Denoeux
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10758 LNAI, -, 2018
PREFACE
Van Nam Huynh, Masahiro Inuiguchi, Bac Le, Bao Nguyen Le, Thierry Denoeux
DIGITAL CURRICULA IN SCHOOL MATHEMATICS, 9978 LNAI, IX-X, 2016
Knowledge and Systems Engineering - KSE 2013: Editorial Preface
Van-Nam Huynh, Son Bao Pham
DATA & KNOWLEDGE ENGINEERING, 96-97, 1-2, 2015
Preface
Viet Ha Nguyen, Anh Cuong Le, Van Nam Huynh
Advances in Intelligent Systems and Computing, 326, -, 2015
◆Books
Integrated Uncertainty in Knowledge Modelling and Decision Making
編者(編著者) , Springer-Verlag, 2019
Integrated Uncertainty in Knowledge Modelling and Decision Making - 6th International Symposium
Springer-Verlag, 2018
Robustness in Econometrics
Springer-Verlag, 2017
Causal Inference in Econometrics
Springer-Verlag, 2016
Econometrics of Risk
Studies in Computational Intelligence 583, Springer-Verlag, 2015
◆Conference Activities & Talks
Introduction to Target-Oriented Decision Analysis
University of Tsukuba, 2012
Decision Making and Soft Computing: A Survey and Recent Developments
Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam, 2011
Dempster-Shafer Reasoning with Uncertainty: Theory and Applications
Ho Chi Minh University of Technology, Ho Chi Minh City, Vietnam, 2011
Multiattribute Decision Making under Mixed Evaluations with Uncertainty: A Unified Evidential Reasoning Approach
Keynote talk, the 2nd International Conference on Intelligent Human-Machine Systems and Cybernetics, Nanjing, China, 2010
Decision Making and Soft Computing: A State-of-the-Art Survey
Invited lecture, Department of Risk Engineering, University of Tsukuba, 2010

■Teaching Experience

Strategic Roadmapping(E), Social-Technical Complex Systems(E), Introduction to Knowledge Science(E), Methodology for Systems Science(E), ビジネス分析のためのデータサイエンス(E), 複合システム特論(E), 知識科学概論(E), システム科学方法論(E)

■Contributions to  Society

◆Academic Society Affiliations
ACM, IEEE
◆Academic Contribution
International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, Hangzhou, China, 28-30, October 2011. , V.N. Huynh (Japan Advanced Institute of Science and Technology), Y.C. Tang (Zhejiang University, China) , 2011 - 2011 , Hangzhou, China