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HUYNH, Van Nam Professor
Knowledge Science, Co-Creative Intelligence
◆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
Integrated preference argumentation and applications in consumer behaviour analyses.
Nguyen Duy Hung, Van-Nam Huynh
Int. J. Approx. Reason., 159, 108938-108938, 2023
Deep Generative Networks Coupled With Evidential Reasoning for Dynamic User Preferences Using Short Texts.
Duc-Vinh Vo, Trung-Tin Tran, Kiyoaki Shirai, Van-Nam Huynh
IEEE Transactions on Knowledge and Data Engineering, 35, 7, 6811-6826, 2023
Evidential global linguistic terms entropy.
Jinyan Su, Yong Deng 0001, Nam-Van Huynh
Soft Computing, 27, 1, 227-237, 2023
Enhancing Conversational Model With Deep Reinforcement Learning and Adversarial Learning.
Quoc-Dai Luong Tran, Anh-Cuong Le, Van-Nam Huynh
IEEE Access, 11, 75955-75970, 2023
Rapid Production Rescheduling for Flow Shop Under Machine Failure Disturbance Using Hybrid Perturbation Population Genetic Algorithm-Artificial Neural Networks (PPGA-ANNs).
Pakkaporn Saophan, Warut Pannakkong, Raveekiat Singhaphandu, Van-Nam Huynh
IEEE Access, 11, 75794-75817, 2023
◆Misc
Preface
Van Nam Huynh, Tomoe Entani, Chawalit Jeenanunta, Masahiro Inuiguchi, Pisal Yenradee
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12482 LNAI, v-, 2020
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
◆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