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HUYNH, Van Nam Professor
School of Knowledge Science, Knowledge Management Area, Research Centre for Interpretable AI

Published Papers

163 items
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
GSIC: A New Interpretable System for Knowledge Exploration and Classification
Thanh Phu Nguyen, Su Nguyen, Damminda Alahakoon, Van Nam Huynh
IEEE Access, 8, 108544-108554, 2020
A framework for a practical nurse scheduling approach: A case of operating room of a hospital in thailand
Pavinee Rerkjirattikal, Van Nam Huynh, Sun Olapiriyakul, Thepchai Supnithi
Advances in Intelligent Systems and Computing, 1208 AISC, 259-264, 2020
Analysis and feedback of movement in manual assembly process
Raveekiat Singhaphandu, Van Nam Huynh, Warut Pannakkong
Advances in Intelligent Systems and Computing, 1208 AISC, 265-270, 2020
On sampling techniques for corporate credit scoring
Hung Ba Nguyen, Van Nam Huynh
Journal of Advanced Computational Intelligence and Intelligent Informatics, 24, 1, 48-57, 2020
Textual analysis and corporate bankruptcy: A financial dictionary-based sentiment approach
Ba Hung Nguyen, Van Nam Huynh
Journal of the Operational Research Society, -, 2020
Human Density Estimation by Exploiting Deep Spatial Contextual Information
Chau Phuc Thinh Phan, Anh Hoang, Doan Phuc Phan, Huu Hung Dao, Van Nam Huynh
International Conference Image and Vision Computing New Zealand, 2019-December, -, 2019
Uplift modeling for cost effective coupon marketing in C-to-C E-Commerce
Akihiro Shimizu, Riku Togashi, Antony Lam, Nam Van Huynh
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, 2019-November, 1744-1748, 2019
Detecting abnormal behavior in the transportation planning using long short term memories and a contextualized dynamic threshold
Thananut Phiboonbanakit, Van Nam Huynh, Teerayut Horanont, Thepchai Supnithi
UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 996-1007, 2019
A method for innovation capability evaluation in banking
Nu Dieu Khue Ngo, Van Nam Huynh
2019 16th International Conference on Service Systems and Service Management, ICSSSM 2019, -, 2019
Using conjoint analysis to estimate customers' preferences in the apparel industry
Thanh Quynh Le, Youji Kohda, Van Nam Huynh
2019 16th International Conference on Service Systems and Service Management, ICSSSM 2019, -, 2019
How collaborative routines improve dynamic innovation capability and performance in tourism industry? A path-dependent learning model
Akkaranan Pongsathornwiwat, Chawalit Jeenanunta, Van Nam Huynh, Kalaya Udomvitid
Asia Pacific Journal of Tourism Research, 24, 281-295, 2019
Can collaborative relationship stimulate innovation capability and improve performance in the hospitality industry?
Akkaranan Pongsathornwiwat, Chawalit Jeenanunta, Van Nam Huynh, Kalaya Udomvitid
International Journal of Innovation and Learning, 26, 3, 321-342, 2019
A novel hybrid autoregressive integrated moving average and artificial neural network model for cassava export forecasting
Warut Pannakkong, Van Nam Huynh, Songsak Sriboonchitta
International Journal of Computational Intelligence Systems, 12, 2, 1047-1061, 2019
Learning individual and group preferences in abstract argumentation
Nguyen Duy Hung, Van Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11670 LNAI, 704-717, 2019
Measuring Hotel Review Sentiment: An Aspect-Based Sentiment Analysis Approach.
Thang Tran, Hung Ba, Van-Nam Huynh
Integrated Uncertainty in Knowledge Modelling and Decision Making - 7th International Symposium, IUKM 2019, Nara, Japan, March 27-29, 2019, Proceedings, 393-405, 2019
Averaged Logits: An Weakly-Supervised Approach to Use Ratings to Train Sentence-Level Sentiment Classifiers.
Xiaoyu Tang, Wei Ou, Van-Nam Huynh
Integrated Uncertainty in Knowledge Modelling and Decision Making - 7th International Symposium, IUKM 2019, Nara, Japan, March 27-29, 2019, Proceedings, 308-319, 2019
Three Valued Representation of Opinions in Affective Design.
Jonathan Lawry, Van-Nam Huynh, Chris McMahon
Integrated Uncertainty in Knowledge Modelling and Decision Making - 7th International Symposium, IUKM 2019, Nara, Japan, March 27-29, 2019, Proceedings, 109-121, 2019
Uncertainty Management in Machine Learning Applications.
Van-Nam Huynh
Int. J. Approx. Reasoning, 107, 79-80, 2019
A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging.
Tuan Minh Tran, Xuan-May Thi Le, Hien T. Nguyen, Van-Nam Huynh
Eng. Appl. of AI, 78, 173-185, 2019
Knowledge-based learning for solving vehicle routing problem
Thananut Phiboonbanakit, Thepchai Supnithi, Teerayut Horanont, Van Nam Huynh
UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, 1103-1111, 2018
A three-dimensional fuzzy linguistic evaluation model
Sirin Suprasongsin, Van Nam Huynh, Pisal Yenradee
Journal of Advanced Computational Intelligence and Intelligent Informatics, 22, 767-776, 2018
An efficient algorithm for Hiding High Utility Sequential Patterns
Bac Le, Duy-Tai Dinh, Van-Nam Huynh, Quang-Minh Nguyen, Philippe Fournier-Viger
International Journal of Approximate Reasoning, 95, 77-92, 2018
Grading sewing operator skill using principal component analysis and ordinal logistic regression
Thanh Quynh Le, Nam Van Huynh
International Journal of Knowledge and Systems Science, 9, 2, 28-44, 2018
Balancing Assembly Lines and Matching Demand Through Worker Reallocations
Randall Mauricio, Pérez-Wheelock, Van Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11144 LNAI, 206-217, 2018
Optimal Clustering with Twofold Memberships
Sadaaki Miyamoto, Jong Moon Choi, Yasunori Endo, Van Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11144 LNAI, 221-231, 2018
k-CCM: A Center-Based Algorithm for Clustering Categorical Data with Missing Values
Duy Tai Dinh, Van Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11144 LNAI, 267-279, 2018
An Ensemble Model of Arima and Ann With Restricted Boltzmann Machine Based on Decomposition of Discrete Wavelet Transform for Time Series Forecasting
Warut Pannakkong, Songsak Sriboonchitta, Van Nam Huynh
Journal of Systems Science and Systems Engineering, 27, 690-708, 2018
Joint aspect discovery, sentiment classification, aspect-level ratings and weights approximation for recommender systems by rating supervised latent topic model
Wei Ou, Van-Nam Huynh
Journal of Advanced Computational Intelligence and Intelligent Informatics, 22, 1, 17-26, 2018
Suitable aggregation models based on risk preferences for supplier selection and order allocation problem
Sirin Suprasongsin, Pisal Yenradee, Van-Nam Huynh, Chayakrit Charoensiriwath
Journal of Advanced Computational Intelligence and Intelligent Informatics, 22, 1, 5-16, 2018
A New Context-Based Similarity Measure for Categorical Data Using Information Theory
Thanh-Phu Nguyen, Mina Ryoke, Van-Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10758, 114-125, 2018
Sensory Quality Assessment of Food Using Active Learning
Nhat-Vinh Lu, Van-Nam Huynh, Takaya Yuizono, Trung-Ky Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10758, 203-213, 2018
Methods for Clustering Categorical and Mixed Data: An Overview and New Algorithms
Sadaaki Miyamoto, Van-Nam Huynh, Shuhei Fujiwara
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10758, 75-86, 2018
A New Context-Based Clustering Framework for Categorical Data.
Thanh-Phu Nguyen, Duy-Tai Dinh, Van-Nam Huynh
PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, August 28-31, 2018, Proceedings, Part I, 697-709, 2018
Training attractive attribute classifiers based on opinion features extracted from review data.
Wei Ou,Van-Nam Huynh, Songsak Sriboonchitta
Electronic Commerce Research and Applications, 32, 13-22, 2018
An efficient algorithm for mining periodic high-utility sequential patterns.
Duy-Tai Dinh, Bac Le,Philippe Fournier-Viger,Van-Nam Huynh
Appl. Intell., 48, 12, 4694-4714, 2018
A linguistic representation based approach to modelling Kansei data and its application to consumer-oriented evaluation of traditional products
Sapa Chanyachatchawan, Hong-Bin Yan, Songsak Sriboonchitta, Van-Nam Huynh
KNOWLEDGE-BASED SYSTEMS, 138, 124-133, 2017
Using community preference for overcoming sparsity and cold-start problems in collaborative filtering system offering soft ratings
Van-Doan Nguyen, Songsak Sriboonchitta, Van-Nam Huynh
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 26, 101-108, 2017
A novel hybridization of ARIMA, ANN, and K-means for time series forecasting
Warut Pannakkong, Van-Hai Pham, Van-Nam Huynh
International Journal of Knowledge and Systems Science, 8, 4, 30-53, 2017
A stochastic dominance based approach to consumer-oriented Kansei evaluation with multiple priorities
Hong-Bin Yan, Tieju Ma, Songsak Sriboonchitta, Van-Nam Huynh
ANNALS OF OPERATIONS RESEARCH, 256, 2, 329-357, 2017
A proportional linguistic distribution based model for multiple attribute decision making under linguistic uncertainty
Wen-Tao Guo, Van-Nam Huynh, Songsak Sriboonchitta
ANNALS OF OPERATIONS RESEARCH, 256, 2, 305-328, 2017
Recent advances of uncertainty management in knowledge modelling and decision making
Van-Nam Huynh
ANNALS OF OPERATIONS RESEARCH, 256, 2, 199-202, 2017
Knowledge Management in Graduate Research
Jing Sun, Van-Nam Huynh, Yoshiteru Nakamori, Jianguo Wu, Jing Tian, Jianwen Xiang
Proceedings - 2017 IEEE International Conference on Software Quality, Reliability and Security Companion, QRS-C 2017, 480-485, 2017
A knowledge management approach to evaluation of ability and environment for graduate research
Jing Sun, Jianguo Wu, Jing Tian, Van-Nam Huynh, Yoshiteru Nakamori
International Journal of Knowledge and Systems Science, 8, 3, 13-33, 2017
On qualitative multi-attribute group decision making and its consensus measure: A probability based perspective
Hong-Bin Yan, Tieju Ma, Van-Nam Huynh
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 70, 94-117, 2017
Developing evaluation criteria for partner selection in tourism supply chain networks
Narongsak Pongsathornwiwat, Van-Nam Huynh, Chawalit Jeenanunta
International Journal of Knowledge and Systems Science, 8, 1, 39-52, 2017
Two-probabilities focused combination in recommender systems
Van-Doan Nguyen, Van-Nam Huynh
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 80, 225-238, 2017
An alternative fuzzy linguistic approach for determining criteria weights and segmenting consumers for new product development: A case study
Sirin Suprasongsin, Van-Nam Huynh, Pisal Yenradee
Communications in Computer and Information Science, 780, 23-37, 2017
A new hybrid linear-nonlinear model based on decomposition of discrete wavelet transform for Time Series Forecasting
Warut Pannakkong, Van-Nam Huynh
Communications in Computer and Information Science, 780, 186-196, 2017
A hybrid model of ARIMA and ANN with discrete wavelet transform for time series forecasting
Warut Pannakkong, Van-Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10571, 159-169, 2017
Mining Periodic High Utility Sequential Patterns
Tai Dinh, Van-Nam Huynh, Bac Le
INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2017, PT I, 10191, 545-555, 2017
A proportional 3-tuple fuzzy linguistic representation model for screening new product projects
Wen-Tao Guo, Van-Nam Huynh, Yoshiteru Nakamori
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 25, 1, 1-22, 2016
ARIMA versus artificial neural network for Thailand’s cassava starch export forecasting
Warut Pannakkong, Van-Nam Huynh, Songsak Sriboonchitta
Studies in Computational Intelligence, 622, 255-277, 2016
Estimating Asymmetric Product Attribute Weights in Review Mining
Wei Ou, Anh-Cuong Le, Van-Nam Huynh
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, IUKM 2016, 9978, 245-254, 2016
A Hybrid Model of ARIMA, ANNs and k-Means Clustering for Time Series Forecasting
Warut Pannakkong, Van Hai Pham, Van-Nam Huynh
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, IUKM 2016, 9978, 195-206, 2016
Optimization of Supplier Selection and Order Allocation Under Fuzzy Demand in Fuzzy Lead Time
Sirin Suprasongsin, Van Nam Huynh, Pisal Yenradee
KNOWLEDGE AND SYSTEMS SCIENCES, (KSS 2016), 660, 182-195, 2016
Suitable Aggregation Operator for a Realistic Supplier Selection Model Based on Risk Preference of Decision Maker
Sirin Suprasongsin, Pisal Yenradee, Van Nam Huynh
MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, (MDAI 2016), 9880, 68-81, 2016
Rating Supervised Latent Topic Model for Aspect Discovery and Sentiment Classification in On-Line Review Mining
Wei Ou, Van-Nam Huynh
MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, (MDAI 2016), 9880, 151-164, 2016
Managing Knowledge Management Competency by Integrating with Collaborative Behavior into Improving Hospitality Innovation Capability
N. Pongsathornwiwat, C. Jeenananta, V. N. Huynh
2016 IEEE INTERNATIONAL CONFERENCE ON MANAGEMENT OF INNOVATION AND TECHNOLOGY (ICMIT), 214-219, 2016
Mining Closed High Utility Itemsets in Uncertain Databases
Nguyen Bui, Bay Vo, Van-Nam Huynh, Chun-Wei Lin, Loan T. T. Nguyen
PROCEEDINGS OF THE SEVENTH SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY (SOICT 2016), 08-09-December-2016, 7-14, 2016
A linguistic representation method for kansei data
Sapa Chanyachatchawan, Hong-Bin Yan, Songsak Sriboonchitta, Van-Nam Huynh
2016 JOINT 8TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 17TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS), 194-199, 2016
On Information Fusion in Recommender Systems Based-on Dempster-Shafer Theory
Van-Doan Nguyen, Van-Nam Huynh
2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 78-85, 2016
Noise-Averse Combination Method
Van-Doan Nguyen, Van-Nam Huynh
2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 86-90, 2016
On Information Fusion in Recommender Systems Based-on Dempster-Shafer Theory
Van-Doan Nguyen, Van-Nam Huynh
2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 78-85, 2016
A Linguistic Partner Evaluation Model in Tourism Supply Chain Networks
Narongsak Pongsathornwiwat, Van-Nam Huynh, Thanaruk Theeramunkong, Chawalit Jeenananta
2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 1051-1058, 2016
A k-Means-Like Algorithm for Clustering Categorical Data Using an Information Theoretic-Based Dissimilarity Measure
Thu-Hien Thi Nguyen, Van-Nam Huynh
FOUNDATIONS OF INFORMATION AND KNOWLEDGE SYSTEMS (FOIKS 2016), 9616, 115-130, 2016
Integrating with Social Network to Enhance Recommender System Based-on Dempster-Shafer Theory
Van-Doan Nguyen, Van-Nam Huynh
COMPUTATIONAL SOCIAL NETWORKS, CSONET 2016, 9795, 170-181, 2016
Knowledge-Scientific Evaluation of a Social Service System.
Fei Meng, Yoshiteru Nakamori, Van-Nam Huynh
IJKSS, 7, 4, 60-77, 2016
Supply chain collaboration and service innovaiton in Thai hotel industry
Narongsak Pongsathornwiwat, Chawalit Jeenanunta, Thanaruk Theeramunkong, Van-Nam Huynh
2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND OPERATIONS MANAGEMENT (IEOM), -, 2015
Evidence Combination Focusing on Significant Focal Elements for Recommender Systems
Van-Doan Nguyen, Van-Nam Huynh
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, IUKM 2015, 9376, 290-302, 2015
Evidence Combination Focusing on Significant Focal Elements for Recommender Systems
Van-Doan Nguyen, Van-Nam Huynh
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, IUKM 2015, 9376, 290-302, 2015
A Reliably Weighted Collaborative Filtering System
Van-Doan Nguyen, Van-Nam Huynh
SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, ECSQARU 2015, 9161, 429-439, 2015
Using conditional copula to estimate value-at-risk in vietnam’s foreign exchange market
Vu-Linh Nguyen, Van-Nam Huynh
Studies in Computational Intelligence, 583, 471-482, 2015
A Hybrid Approach for Linguistic Information Integration to Multi-Experts Multi-Attribute Decision-Making Problem
Narongsak Pongsathomwiwat, Van-Nam Huynh, Thanaruk Theeramunkong
2015 FIRST ASIAN CONFERENCE ON DEFENCE TECHNOLOGY (ACDT), 109-114, 2015
Automatically learning patterns in subjectivity classification for vietnamese
Tran-Thai Dang, Nguyen Thi Xuan Huong, Anh-Cuong Le, Van-Nam Huynh
Advances in Intelligent Systems and Computing, 326, 629-640, 2015
Coping with Group Behaviors in Uncertain Quality Function Deployment
Hong-Bin Yan, Tieju Ma, Van-Nam Huynh
DECISION SCIENCES, 45, 6, 1025-1052, 2014
A new version of 2-tuple fuzzy linguistic screening evaluation model in new product development
Wen-Tao Guo, Van-Nam Huynh
IEEE International Conference on Industrial Engineering and Engineering Management, 164-169, 2014
A construction of sound semantic linguistic scales using 4-tuple representation of term semantics
Cat-Ho Nguyen, Van Nam Huynh, Witold Pedrycz
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 55, 3, 763-786, 2014
A Fuzzy Linguistic Representation Model for Decision Making Under Uncertainty
Wen-Tao Guo, Van-Nam Huynh
2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2015-January, 29-33, 2014
Paragraph Alignment for English-Vietnamese Parallel E-Books
Quang-Hung Le, Duy-Cuong Nguyen, Duc-Hong Pham, Anh-Cuong Le, Van-Nam Huynh
KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2013), VOL 2, 245, 251-259, 2014
A Community-Based Collaborative Filtering System Dealing with Sparsity Problem and Data Imperfections
Van-Doan Nguyen, Van-Nam Huynh
PRICAI 2014: TRENDS IN ARTIFICIAL INTELLIGENCE, 8862, 884-890, 2014
Evidential reasoning-based evaluation of services
Van Nam Huynh, Michitaka Kosaka, Minh Chau Doan, Yoshiteru Nakamori
Progressive Trends in Knowledge and System-Based Science for Service Innovation, 191-204, 2013
Non-additive multi-attribute fuzzy target-oriented decision analysis
Hong-Bin Yan, Van-Nam Huynh, Tieju Ma, Yoshiteru Nakamori
INFORMATION SCIENCES, 240, 21-44, 2013
Applying OWA operator to model group behaviors in uncertain QFD
Hong-Bin Yan, Tieju Ma, Van-Nam Huynh
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8032, 37-49, 2013
Parallel phrase extraction from English-Vietnamese parallel corpora
Quang-Hung Le, Anh-Cuong Le, Van-Nam Huynh
Proceedings - 2013 RIVF International Conference on Computing and Communication Technologies: Research, Innovation, and Vision for Future, RIVF 2013, 175-179, 2013
A group nonadditive multiattribute consumer-oriented Kansei evaluation model with an application to traditional crafts
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori
ANNALS OF OPERATIONS RESEARCH, 195, 1, 325-354, 2012
Semi-heuristic target-based fuzzy decision procedures: Towards a new interval justification
Christian Servin, Van-Nam Huynh, Yoshiteru Nakamori
2012 Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2012, -, 2012
An extension of context model for representing vague knowledge
Van-Nam Huynh, Sadaaki Miyamoto, Yoshiteru Nakamori
International Journal of Reasoning-based Intelligent Systems, 4, 3, 171-179, 2012
A probabilistic model for linguistic multi-expert decision making involving semantic overlapping
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori
EXPERT SYSTEMS WITH APPLICATIONS, 38, 7, 8901-8912, 2011
A Linguistic Screening Evaluation Model in New Product Development
Van-Nam Huynh, Yoshiteru Nakamori
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 58, 1, 165-175, 2011
On prioritized weighted aggregation in multi-criteria decision making
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori, Tetsuya Murai
EXPERT SYSTEMS WITH APPLICATIONS, 38, 1, 812-823, 2011
A nonadditive multiattribute evaluation model using Kansei data
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori
Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, -, 2011
A Computing with Words Based Approach to Multicriteria Energy Planning
Hong-Bin Yan, Tieju Ma, Yoshiteru Nakamori, Van-Nam Huynh
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, 7027, 48-+, 2011
Fuzzy Target-Based Multi-feature Evaluation of Traditional Craft Products
Van-Nam Huynh, Hongbin Yan, Mina Ryoke, Yoshiteru Nakamori
KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, 7091, 331-+, 2011
A Target-Based Decision-Making Approach to Consumer-Oriented Evaluation Model for Japanese Traditional Crafts
Van-Nam Huynh, Hongbin Yan, Yoshiteru Nakamori
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 57, 4, 575-588, 2010
Adaptively entropy-based weighting classifiers in combination using Dempster Shafer theory for word sense disambiguation
Van-Nam Huynh, Tri Thanh Nguyen, Cuong Anh Le
COMPUTER SPEECH AND LANGUAGE, 24, 3, 461-473, 2010
Notes on "Reducing Algorithm Complexity for Computing an Aggregate Uncertainty Measure"
Van-Nam Huynh, Yoshiteru Nakamori
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 40, 1, 205-209, 2010
Combination of Uncertain Class Membership Degrees with Probabilistic, Belief, and Possibilistic Measures
Tru H. Cao, Van-Nam Huynh
INTEGRATED UNCERTAINTY MANAGEMENT AND APPLICATIONS, 68, 383-+, 2010
Linguistic Multi-Expert Decision Making Involving Semantic Overlapping
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori
INTEGRATED UNCERTAINTY MANAGEMENT AND APPLICATIONS, 68, 281-292, 2010
A Comparative Study of Target-Based Evaluation of Traditional Craft Patterns Using Kansei Data
Van-Nam Huynh, Yoshiteru Nakamori, Hongbin Yan
KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, 6291, 160-173, 2010
On Decision Making under Interval Uncertainty: A New Justification of Hurwicz Optimism-Pessimism Approach and Its Use in Group Decision Making
Van Nam Huynh, Yoshiteru Nakamori, Chenyi Hu, Vladik Kreinovich
ISMVL: 2009 39TH IEEE INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC, 214-+, 2009
Target-Oriented Decision Analysis with Different Target Preferences
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori
MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 5861, 182-193, 2009
Discounting and Combination Scheme in Evidence Theory for Dealing with Conflict in Information Fusion
Van-Nam Huynh
MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 5861, 217-230, 2009
Decision Making Using Early Warning Information on Extreme Weather
Akio Hiramatsu, Van-Nam Huynh, Yoshiteni Nakamori
2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 4668-4672, 2009
Decision Analysis with Hybrid Uncertain Performance Targets
Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori
2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 4360-4365, 2009
Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis
Hong-Bin Yan, Van-Nam Huynh, Tetsuya Murai, Yoshiteru Nakamori
INFORMATION SCIENCES, 178, 21, 4080-4093, 2008
Semi-supervised learning integrated with classifier combination for word sense disambiguation
Anh-Cuong Le, Akira Shimazu, Van-Nam Huynh, Le-Minh Nguyen
COMPUTER SPEECH AND LANGUAGE, 22, 4, 330-345, 2008
A probability-based approach to comparison of fuzzy numbers and applications to target-oriented decision making
Van-Nam Huynh, Yoshiteru Nakamori, Jonathan Lawry
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 16, 2, 371-387, 2008
An overview on the approximation quality based on rough-fuzzy hybrids
Van Nam Huynh, Tu Bao Ho, Yoshiteru Nakamori
Studies in Fuzziness and Soft Computing, 220, 493-515, 2008
Decision analysis with fuzzy targets
Van-Nam Huynh, Yoshiteru Nakamori, Tetsuya Murai
Studies in Computational Intelligence, 97, 135-155, 2008
Towards efficient prediction of decisions under interval uncertainty
Van Nam Huynh, Vladik Kreinovich, Yoshiteru Nakamori, Hung T. Nguyen
PARALLEL PROCESSING AND APPLIED MATHEMATICS, 4967, 1372-+, 2008
Two-Tuple Linguistic Screening Evaluation at the Front End in New Product Development
Van-Nam Huynh, Yoshiteru Nakamori
2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 1769-1774, 2008
Personalized recommendation for traditional crafts using fuzzy correspondence analysis with kansei data and OWA operator
Mina Ryoke, Yoshiteru Nakamori, Van Nam Huynh
INTERVAL / PROBABILISTIC UNCERTAINTY AND NON-CLASSICAL LOGICS, 46, 311-+, 2008
Subjective evaluation using fuzzy targets
Hongbin Yan, Van-Nam Huynh, Yoshiteru Nakamori
COMPUTATIONAL INTELLIGENCE IN DECISION AND CONTROL, 1, 313-318, 2008
A probability-based approach to consumer oriented evaluation of traditional craft items using kansai data
Hongbin Yan, Van Nam Huynh, Yoshiteru Nakamori
INTERVAL / PROBABILISTIC UNCERTAINTY AND NON-CLASSICAL LOGICS, 46, 326-340, 2008
Combining classifiers for word sense disambiguation based on Dempster-Shafer theory and OWA operators
Cuong Anh Le, Van-Nam Huynh, Akira Shimazu, Yoshiteru Nakamori
DATA & KNOWLEDGE ENGINEERING, 63, 2, 381-396, 2007
An algebraic foundation for linguistic reasoning
Van Nam Huynh, Yoshiteru Nakamori, Tetsuya Murai
Fundamenta Informaticae, 78, 271-294, 2007
Decision making under uncertainty with fuzzy targets
Van-Nam Huynh, Yoshiteru Nakamori, Mina Ryoke, Tu-Bao Ho
FUZZY OPTIMIZATION AND DECISION MAKING, 6, 3, 255-278, 2007
Knowledge representation and multiple criteria aggregation
Wiesław Traczyk, Andrzej P. Wierzbicki, Van Nam Huynh
Studies in Computational Intelligence, 59, 281-320, 2007
On probability of making a given decision: A theoretically justified transition from interval to fuzzy uncertainty
Van Nam Huynh, Yoshiteru Nakamori, Francois Modave
NAFIPS 2007 - 2007 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 532-+, 2007
Group decision making with linguistic information using a probability-based approach and OWA operators
Van-Nam Huynh, Yoshiteru Nakamori
2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2018-2023, 2007
A Behavioral analysis in decision making using weather information with the fuzzy target based decision model
Akio Hiramatsu, Van-Nam Huynh, Yoshiteru Nakamori
MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 4617, 68-+, 2007
Multiple-attribute decision making under uncertainty: The evidential reasoning approach revisited
VN Huynh, Y Nakamori, TB Ho, T Murai
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 36, 4, 804-822, 2006
Combining classifiers based on OWA operators with an application to word sense disambiguation
Cuong Anh Le, Van Nam Huynh, Hieu Chil Dam, Akira Shimazu
Proceedings of SPIE - The International Society for Optical Engineering, 6104, 512-521, 2006
An extension of rough approximation quality to fuzzy classification
Van Nam Huynh, Tetsuya Murai, Tu Bao Ho, Yoshiteru Nakamori
Proceedings of SPIE - The International Society for Optical Engineering, 6104, 373-382, 2006
Utility function induced by fuzzy target in probabilistic decision making
Van-Nam Huynh, Yoshiteru Nakamori, Tu-Bao Ho
ROUGH SETS AND CURRENT TRENDS IN COMPUTING, PROCEEDINGS, 4259, 296-+, 2006
A fuzzy target based model for decision making under uncertainty
Van-Nam Huynh, Yoshiteru Nakamori, Mina Ryoke, Tu-Bao Ho
2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 1611-+, 2006
Weighted combination of classifiers for word sense disambiguation based on Dempster-Shafer theory
Anh-Cuong Le, Van-Nam Huynh, Akira Shimazu, Hieu-Chi Dam
Proceedings of the 4th IEEE International Conference on Research, Innovation and Vision for the Future, RIVF'06, 133-138, 2006
Multi-expert decision-making with linguistic information: A probabilistic-based model
Van Nam Huynh, Yoshiteru Nakamori
Proceedings of the Annual Hawaii International Conference on System Sciences, 91-, 2005
A roughness measure for fuzzy sets
VN Huynh, Y Nakamori
INFORMATION SCIENCES, 173, 1-3, 255-275, 2005
A satisfactory-oriented approach to multiexpert decision-making with linguistic assessments
VN Huynh, Y Nakamori
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 35, 2, 184-196, 2005
A context-dependent knowledge model for evaluation of regional environment
S Kawano, VN Huynh, M Ryoke, Y Nakamori
ENVIRONMENTAL MODELLING & SOFTWARE, 20, 3, 343-352, 2005
MEDM in general multi-granular hierarchical linguistic contexts based on the 2-tuples linguistic model
VN Huynh, CH Nguyen, Y Nakamori
2005 IEEE International Conference on Granular Computing, Vols 1 and 2, 2005, 482-487, 2005
A fuzzy set based approach to generalized landscape theory of aggregation
S Suganuma, VN Huynh, Y Nakamori, SY Wang
NEW GENERATION COMPUTING, 23, 1, 57-66, 2005
Agent-Based Simulation of Alliance of Automobile Enterprises
Shigemasa Suganuma, Van Nam Huynh, Yoshiteru Nakamori, Jian Chen
GAMING, SIMULATIONS, AND SOCIETY, 289-298, 2005
Combining classifiers based on OWA operators with an application to word sense disambiguation
CA Le, VN Huynh, HC Dam, A Shimazu
ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS, 3641, 512-521, 2005
An extension of rough approximation quality to fuzzy classification
VN Huynh, T Murai, TB Ho, Y Nakamori
ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS, 3641, 373-382, 2005
Combining classifiers with multi-representation of context in word sense disambiguation
CA Le, VN Huynh, A Shimazu
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 3518, 262-268, 2005
An evidential reasoning approach to weighted combination of classifiers for word sense disambiguation
CA Le, VN Huynh, A Shimazu
MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, PROCEEDINDS, 3587, 516-525, 2005
A context model for fuzzy concept analysis based upon modal logic
VN Huynh, Y Nakamori, TB Ho, G Resconi
INFORMATION SCIENCES, 160, 1-4, 111-129, 2004
Assessment aggregation in the evidential reasoning approach to MADM under uncertainty: Orthogonal versus weighted sum
VN Huynh, Y Nakamori, TB Ho
ADVANCES IN COMPUTER SCIENCE - ASIAN 2004, PROCEEDINGS, 3321, 109-127, 2004
A framework for representation and manipulation of vague knowledge
VN Huynh, Y Nakamori
MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 3131, 295-305, 2004
Fuzzy predicting new association rules from current scientific literature
W Huang, Y Nakamori, SY Wang, NV Huynh
NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1AND 2, 1, 450-455, 2004
A note on fuzzy granular reasoning
T Murai, Y Kudo, VN Huynh, A Tanaka, M Kudo
2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 1, 263-268, 2004
A new approach to belief modeling
VN Huynh, Y Nakamori, T Murai, TB Ho
FOUNDATIONS OF INFORMATION AND KNOWLEDGE SYSTEMS, PROCEEDINGS, 2942, 196-212, 2004
A context-based interpretation of linguistic variables
VN Huynh, Y Nakamori
2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 1, 257-262, 2004
An approach to roughness of fuzzy sets
VN Huydh, Y Nakamori
2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 1, 115-120, 2004
A Note on Fuzzy Reasoning and Granularized Possible Worlds
Tetsuya Murai, V. N. Huynh, Yasuo Kudo, M.Nakata
Proceedings of the Sixth International Conference on Computing Anticipatory Systems (CASYS'03), -, 2003
Fuzziness and uncertainty within the framework of context model
VN Huynh, M Ryoke, Y Nakamori, TB Ho
FUZZY SETS AND SYSTEMS - IFSA 2003, PROCEEDINGS, 2715, 219-228, 2003
A parametric representation of linguistic hedges in Zadeh's fuzzy logic
VN Huynh, TB Ho, Y Nakamori
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 30, 3, 203-223, 2002
An algebraic approach to linguistic hedges in Zadeh's fuzzy logic
NC Ho, HV Nam
FUZZY SETS AND SYSTEMS, 129, 2, 229-254, 2002
A context model for constructing membership functions of fuzzy concepts based on modal logic
V. N. Huynh, Y. Nakamori, T. B. Ho, G. Resconi
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2284, 93-104, 2002
Fuzzy concept formation based on context model
VN Huynh, Y Nakamori
KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 69, 687-691, 2001
Ordered structure-based semantics of linguistic terms of linguistic variables and approximate reasoning
HC Nguyen, NV Huynh
COMPUTING ANTICIPATORY SYSTEMS, 517, 98-116, 2000
Hedge algebras, linguistic-valued logic and their application to fuzzy reasoning
NC Ho, TD Khang, H Van Nam, NH Chau
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 7, 4, 347-361, 1999