研究キーワード (5件):
Machine Learning and Data Mining
, Applications
, Kansei Information Processing
, Decision Making and Operations Research
, Uncertainty Management and Knowledge Engineering
競争的資金等の研究課題 (3件):
2011 - 2013 多様な顧客要望に対応するファジィ情報統合モデルに基づく製品デザイン支援
2008 - 2010 不確実性下における多属性評価システムに関する研究
2007 - 2009 目標志向意思決定分析のフレームワーク構築とその応用
論文 (204件):
Nguyen Duy Hung, Van-Nam Huynh. Integrated preference argumentation and applications in consumer behaviour analyses. Int. J. Approx. Reason. 2023. 159. 108938-108938
Duc-Vinh Vo, Trung-Tin Tran, Kiyoaki Shirai, Van-Nam Huynh. Deep Generative Networks Coupled With Evidential Reasoning for Dynamic User Preferences Using Short Texts. IEEE Transactions on Knowledge and Data Engineering. 2023. 35. 7. 6811-6826
Jinyan Su, Yong Deng 0001, Nam-Van Huynh. Evidential global linguistic terms entropy. Soft Computing. 2023. 27. 1. 227-237
Quoc-Dai Luong Tran, Anh-Cuong Le, Van-Nam Huynh. Enhancing Conversational Model With Deep Reinforcement Learning and Adversarial Learning. IEEE Access. 2023. 11. 75955-75970
Pakkaporn Saophan, Warut Pannakkong, Raveekiat Singhaphandu, Van-Nam Huynh. Rapid Production Rescheduling for Flow Shop Under Machine Failure Disturbance Using Hybrid Perturbation Population Genetic Algorithm-Artificial Neural Networks (PPGA-ANNs). IEEE Access. 2023. 11. 75794-75817
Van Nam Huynh, Tomoe Entani, Chawalit Jeenanunta, Masahiro Inuiguchi, Pisal Yenradee. Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. 12482 LNAI. v
Hirosato Seki, Canh Hao, Van Nam Huynh, Masahiro Inuiguchi. Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. 11471 LNAI
Van Nam Huynh, Masahiro Inuiguchi, Dang Hung Tran, Thierry Denoeux. Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2018. 10758 LNAI
Van Nam Huynh, Masahiro Inuiguchi, Bac Le, Bao Nguyen Le, Thierry Denoeux. PREFACE. DIGITAL CURRICULA IN SCHOOL MATHEMATICS. 2016. 9978 LNAI. IX-X
Van-Nam Huynh, Son Bao Pham. Knowledge and Systems Engineering - KSE 2013: Editorial Preface. DATA & KNOWLEDGE ENGINEERING. 2015. 96-97. 1-2
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 2011)
Dempster-Shafer Reasoning with Uncertainty: Theory and Applications
(Ho Chi Minh University of Technology 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 2010)
Decision Making and Soft Computing: A State-of-the-Art Survey
(Invited lecture 2010)
Ph.D in Maths from Vietnam Academy of Science and Technology, Vietnam (1999)
経歴 (6件):
2019/01 - 現在 北陸先端科学技術大学院大学 教授
2011/04 - 2018/12 北陸先端科学技術大学院大学 准教授
2007/04 - 2011/03 北陸先端科学技術大学院大学 助教
2003/06 - 2007/03 北陸先端科学技術大学院大学 研究員
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)