Van-Nam Huynh

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 107

Top Venues

IUKM

IEEE Access

MDAI

Int. J. Knowl. Syst. Sci.

Publications

Nguyen Duy Hung, Van-Nam Huynh
User-Centred Argumentation Analysis of Local Explanations in Explainable AI. MDAI (2024)
Anh-Tu Tran, Van-Nam Huynh, Viet-Hung Dang
A Novel Privacy Preserving Framework for Training Dempster-Shafer Theory-Based Evidential Deep Neural Network. BELIEF (2024)
Wei Ou, Van-Nam Huynh
Aspect-level item recommendation based on user reviews with variational autoencoders. Inf. Sci. 671 (2024)
Wei Ou, Van-Nam Huynh
Conditional variational autoencoder for query expansion in ad-hoc information retrieval. Inf. Sci. 652 (2024)
Toan Nguyen Mau, Anh-Cuong Le, Duc-Hong Pham, Van-Nam Huynh
An information fusion based approach to context-based fine-tuning of GPT models. Inf. Fusion 104 (2024)
Nu Dieu Khue Ngo, Thanh Quynh Le, Roengchai Tansuchat, Toan Nguyen Mau, Van-Nam Huynh
Evaluating Innovation Capability in Banking Under Uncertainty. IEEE Trans. Engineering Management 71 (2024)
Anh-Tu Tran, The-Dung Luong, Van-Nam Huynh
A comprehensive survey and taxonomy on privacy-preserving deep learning. Neurocomputing 576 (2024)
Nittaya Chemkomnerd, Warut Pannakkong, Tanatorn Tanantong, Van-Nam Huynh, Jessada Karnjana
A Simulation-Based Multi-Objective Optimization Framework to Enhance Patient Satisfaction: A Case Study of Ophthalmology Department Management. IEEE Access 12 (2024)
Yang Yu, Duy-Tai Dinh, Ba-Hung Nguyen, Fangyu Yu, Van-Nam Huynh
Mining Insights From Esports Game Reviews With an Aspect-Based Sentiment Analysis Framework. IEEE Access 11 (2023)
Nguyen Duy Hung, Van-Nam Huynh
Integrated preference argumentation and applications in consumer behaviour analyses. Int. J. Approx. Reason. 159 (2023)
Nu Dieu Khue Ngo, Roengchai Tansuchat, Cu Pham-Van, Toan Nguyen Mau, Youji Kohda, Van-Nam Huynh
A Customer-Driven Evaluation Method for Service Innovation in Banking. IEEE Access 11 (2023)
Yang Yu, Tai Dinh, Fangyu Yu, Van-Nam Huynh
Understanding Mobile Game Reviews Through Sentiment Analysis: A Case Study of PUBGm. MEDI (2023)
Vu-Linh Nguyen, Xuan-Truong Hoang, Van-Nam Huynh
Inference Problem in Probabilistic Multi-label Classification. IUKM (2) (2023)
Quoc-Dai Luong Tran, Anh-Cuong Le, Van-Nam Huynh
Enhancing Conversational Model With Deep Reinforcement Learning and Adversarial Learning. IEEE Access 11 (2023)
Thu-Hien Thi Nguyen, Duy-Tai Dinh, Songsak Sriboonchitta, Van-Nam Huynh
A method for k-means-like clustering of categorical data. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
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 Trans. Knowl. Data Eng. 35 (7) (2023)
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 11 (2023)
Quang-Hung Le, Toan Nguyen Mau, Roengchai Tansuchat, Van-Nam Huynh
A Multi-Criteria Collaborative Filtering Approach Using Deep Learning and Dempster-Shafer Theory for Hotel Recommendations. IEEE Access 10 (2022)
Randall Mauricio Pérez-Wheelock, Wei Ou, Pisal Yenradee, Van-Nam Huynh
A Demand-Driven Model for Reallocating Workers in Assembly Lines. IEEE Access 10 (2022)
Toan Nguyen Mau, Yasushi Inoguchi, Van-Nam Huynh
A Novel Cluster Prediction Approach Based on Locality-Sensitive Hashing for Fuzzy Clustering of Categorical Data. IEEE Access 10 (2022)
Quoc-Dai Luong Tran, Anh-Cuong Le, Van-Nam Huynh
Towards a Human-like Chatbot using Deep Adversarial Learning. KSE (2022)
Sirin Suprasongsin, Pisal Yenradee, Van-Nam Huynh, Suchada Rianmora
3-Tuple Linguistic Distance-Based Model for a New Product go/no-go Evaluation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30 (4) (2022)
Nu Dieu Khue Ngo, Van-Nam Huynh
A Data-Driven Weighting Method Based on DEA Model for Evaluating Innovation Capability in Banking. IUKM (2022)
Xuan-May Thi Le, Minh-Tuan Tran, Van-Nam Huynh
Learning Perceptual Position-Aware Shapelets for Time Series Classification. ECML/PKDD (6) (2022)
Pavinee Rerkjirattikal, Raveekiat Singhaphandu, Van-Nam Huynh, Sun Olapiriyakul
Job-Satisfaction Enhancement in Nurse Scheduling: A Case of Hospital Emergency Department in Thailand. IUKM (2022)
Ba-Hung Nguyen, Van-Nam Huynh
Textual analysis and corporate bankruptcy: A financial dictionary-based sentiment approach. J. Oper. Res. Soc. 73 (1) (2022)
Toan Nguyen Mau, Van-Nam Huynh
Automated Attribute Weighting Fuzzy k-Centers Algorithm for Categorical Data Clustering. MDAI (2021)
Yang Yu, Ba-Hung Nguyen, Fangyu Yu, Van-Nam Huynh
Esports Game Updates and Player Perception: Data Analysis of PUBG Steam Reviews. KSE (2021)
Nguyen Duy Hung, Van-Nam Huynh
Revealed preference in argumentation: Algorithms and applications. Int. J. Approx. Reason. 131 (2021)
Thananut Phiboonbanakit, Teerayut Horanont, Van-Nam Huynh, Thepchai Supnithi
A Hybrid Reinforcement Learning-Based Model for the Vehicle Routing Problem in Transportation Logistics. IEEE Access 9 (2021)
Yang Yu, Ba-Hung Nguyen, Fangyu Yu, Van-Nam Huynh
Discovering Topics of Interest on Steam Community Using an LDA Approach. AHFE (8) (2021)
Anh Hoang, Toan Nguyen Mau, Van-Nam Huynh
Mass-Based Similarity Weighted k-Neighbor for Class Imbalance. MDAI (2021)
Nguyen Duy Hung, Van-Nam Huynh
Revealed Preference Argumentation and Applications in Consumer Behaviour Analyses. EUMAS (2021)
Panchalee Praneetpholkrang, Van-Nam Huynh, Sarunya Kanjanawattana
Bi-objective Optimization Model for Determining Shelter Location-allocation in Humanitarian Relief Logistics. ICORES (2021)
Kwanjira Kaewfak, Veeris Ammarapala, Van-Nam Huynh
Multi-objective Optimization of Freight Route Choices in Multimodal Transportation. Int. J. Comput. Intell. Syst. 14 (1) (2021)
Nu Dieu Khue Ngo, Youji Kohda, Van-Nam Huynh
Analyzing the Relationship Between Service Innovation and Customer Value Co-creation Intention: The Case of Mobile Banking. AHFE (8) (2021)
Anh-Tu Tran, The-Dung Luong, Jessada Karnjana, Van-Nam Huynh
An efficient approach for privacy preserving decentralized deep learning models based on secure multi-party computation. Neurocomputing 422 (2021)
Minh-Quyet Ha, Duong-Nguyen Nguyen, Viet Cuong Nguyen, Takahiro Nagata, Toyohiro Chikyow, Hiori Kino, Takashi Miyake, Thierry Denoeux, Van-Nam Huynh, Hieu-Chi Dam
Evidence-based recommender system for high-entropy alloys. Nat. Comput. Sci. 1 (7) (2021)
Anh Hoang, Toan Nguyen Mau, Duc-Vinh Vo, Van-Nam Huynh
A Mass-Based Approach for Local Outlier Detection. IEEE Access 9 (2021)
Duy-Tai Dinh, Van-Nam Huynh, Songsak Sriboonchitta
Clustering mixed numerical and categorical data with missing values. Inf. Sci. 571 (2021)
Toan Nguyen Mau, Van-Nam Huynh
An LSH-based k-representatives clustering method for large categorical data. Neurocomputing 463 (2021)
Toan Nguyen Mau, Van-Nam Huynh
Kernel-Based k-Representatives Algorithm for Fuzzy Clustering of Categorical Data. FUZZ-IEEE (2021)
Duc-Vinh Vo, Jessada Karnjana, Van-Nam Huynh
An integrated framework of learning and evidential reasoning for user profiling using short texts. Inf. Fusion 70 (2021)
Van-Nam Huynh, Hongbin Yan
Preface: recent advances in knowledge modelling and decision making with uncertainties. Ann. Oper. Res. 300 (2) (2021)
Bay Vo, Loan T. T. Nguyen, Nguyen Bui, Trinh D. D. Nguyen, Van-Nam Huynh, Tzung-Pei Hong
An Efficient Method for Mining Closed Potential High-Utility Itemsets. IEEE Access 8 (2020)
Raveekiat Singhaphandu, Van-Nam Huynh, Warut Pannakkong
Analysis and Feedback of Movement in Manual Assembly Process. AHFE (8) (2020)
Thanh-Phu Nguyen, Su Nguyen, Damminda Alahakoon, Van-Nam Huynh
GSIC: A New Interpretable System for Knowledge Exploration and Classification. IEEE Access 8 (2020)
Tuong Le, Bay Vo, Van-Nam Huynh, Ngoc Thanh Nguyen, Sung Wook Baik
Mining top-k frequent patterns from uncertain databases. Appl. Intell. 50 (5) (2020)
Nhat-Vinh Lu, Roengchai Tansuchat, Takaya Yuizono, Van-Nam Huynh
Incorporating Active Learning into Machine Learning Techniques for Sensory Evaluation of Food. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Pavinee Rerkjirattikal, Van-Nam Huynh, Sun Olapiriyakul, Thepchai Supnithi
A Framework for a Practical Nurse Scheduling Approach: A Case of Operating Room of a Hospital in Thailand. AHFE (8) (2020)
Van-Doan Nguyen, Van-Nam Huynh, Songsak Sriboonchitta
Integrating Community Context Information Into a Reliably Weighted Collaborative Filtering System Using Soft Ratings. IEEE Trans. Syst. Man Cybern. Syst. 50 (4) (2020)
Kwanjira Kaewfak, Van-Nam Huynh, Veeris Ammarapala, Nantaporn Ratisoontorn
A Risk Analysis Based on a Two-Stage Model of Fuzzy AHP-DEA for Multimodal Freight Transportation Systems. IEEE Access 8 (2020)
Ba-Hung Nguyen, Shirai Kiyoaki, Van-Nam Huynh
Topics in Financial Filings and Bankruptcy Prediction with Distributed Representations of Textual Data. ECML/PKDD (5) (2020)
Duy-Tai Dinh, Van-Nam Huynh
k-PbC: an improved cluster center initialization for categorical data clustering. Appl. Intell. 50 (8) (2020)
Sirin Suprasongsin, Pisal Yenradee, Van-Nam Huynh
A weight-consistent model for fuzzy supplier selection and order allocation problem. Ann. Oper. Res. 293 (2) (2020)
Thanh-Phu Nguyen, Van-Nam Huynh
A New Classification Technique Based on the Combination of Inner Evidence. IUKM (2020)
Hung Ba Nguyen, Van-Nam Huynh
On Sampling Techniques for Corporate Credit Scoring. J. Adv. Comput. Intell. Intell. Informatics 24 (1) (2020)
Duc-Vinh Vo, Anh Hoang, Van-Nam Huynh
An Evidential Reasoning Framework for User Profiling Using Short Texts. IUKM (2020)
Nguyen Duy Hung, Van-Nam Huynh
Learning Individual and Group Preferences in Abstract Argumentation. PRICAI (1) (2019)
Van-Nam Huynh
Uncertainty Management in Machine Learning Applications. Int. J. Approx. Reason. 107 (2019)
Xiaoyu Tang, Wei Ou, Van-Nam Huynh
Averaged Logits: An Weakly-Supervised Approach to Use Ratings to Train Sentence-Level Sentiment Classifiers. IUKM (2019)
Jonathan Lawry, Van-Nam Huynh, Chris A. McMahon
Three Valued Representation of Opinions in Affective Design. IUKM (2019)
Chau-Phuc-Thinh Phan, Anh Hoang, Doan-Phuc Phan, Huu-Hung Dao, Van-Nam Huynh
Human Density Estimation by Exploiting Deep Spatial Contextual Information. IVCNZ (2019)
Hongbin Yan, Xiang-Sheng Meng, Tieju Ma, Van-Nam Huynh
An uncertain target-oriented QFD approach to service design based on service standardization with an application to bank window service. IISE Trans. 51 (11) (2019)
Warut Pannakkong, Van-Nam Huynh, Songsak Sriboonchitta
A Novel Hybrid Autoregressive Integrated Moving Average and Artificial Neural Network Model for Cassava Export Forecasting. Int. J. Comput. Intell. Syst. 12 (2) (2019)
Thang Tran, Hung Ba, Van-Nam Huynh
Measuring Hotel Review Sentiment: An Aspect-Based Sentiment Analysis Approach. IUKM (2019)
Thananut Phiboonbanakit, Van-Nam Huynh, Teerayut Horanont, Thepchai Supnithi
Detecting abnormal behavior in the transportation planning using long short term memories and a contextualized dynamic threshold. UbiComp/ISWC Adjunct (2019)
Tuan Minh Tran, Xuan-May Thi Le, Hien T. Nguyen, Van-Nam Huynh
A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging. Eng. Appl. Artif. Intell. 78 (2019)
Nhat-Vinh Lu, Van-Nam Huynh, Takaya Yuizono, Trung-Ky Nguyen
Sensory Quality Assessment of Food Using Active Learning. IUKM (2018)
Wei Ou, Van-Nam Huynh, Songsak Sriboonchitta
Training attractive attribute classifiers based on opinion features extracted from review data. Electron. Commer. Res. Appl. 32 (2018)
Thananut Phiboonbanakit, Teerayut Horanont, Thepchai Supnithi, Van-Nam Huynh
Knowledge-Based Learning for Solving Vehicle Routing Problem. UbiComp/ISWC Adjunct (2018)
Thanh Quynh Le, Van-Nam Huynh
Grading Sewing Operator Skill Using Principal Component Analysis and Ordinal Logistic Regression. Int. J. Knowl. Syst. Sci. 9 (2) (2018)
Randall Mauricio Pérez-Wheelock, Van-Nam Huynh
Balancing Assembly Lines and Matching Demand Through Worker Reallocations. MDAI (2018)
Thanh-Phu Nguyen, Mina Ryoke, Van-Nam Huynh
A New Context-Based Similarity Measure for Categorical Data Using Information Theory. IUKM (2018)
Sirin Suprasongsin, Van-Nam Huynh, Pisal Yenradee
A Three-Dimensional Fuzzy Linguistic Evaluation Model. J. Adv. Comput. Intell. Intell. Informatics 22 (5) (2018)
Duy-Tai Dinh, Bac Le, Philippe Fournier-Viger, Van-Nam Huynh
An efficient algorithm for mining periodic high-utility sequential patterns. Appl. Intell. 48 (12) (2018)
Thanh-Phu Nguyen, Duy-Tai Dinh, Van-Nam Huynh
A New Context-Based Clustering Framework for Categorical Data. PRICAI (1) (2018)
Wei Ou, Van-Nam Huynh
Joint Aspect Discovery, Sentiment Classification, Aspect-Level Ratings and Weights Approximation for Recommender Systems by Rating Supervised Latent Topic Model. J. Adv. Comput. Intell. Intell. Informatics 22 (1) (2018)
Bac Le, Duy-Tai Dinh, Van-Nam Huynh, Quang-Minh Nguyen, Philippe Fournier-Viger
An efficient algorithm for Hiding High Utility Sequential Patterns. Int. J. Approx. Reason. 95 (2018)
Sadaaki Miyamoto, Van-Nam Huynh, Shuhei Fujiwara
Methods for Clustering Categorical and Mixed Data: An Overview and New Algorithms. IUKM (2018)
Sadaaki Miyamoto, Jong Moon Choi, Yasunori Endo, Van-Nam Huynh
Optimal Clustering with Twofold Memberships. MDAI (2018)
Duy-Tai Dinh, Van-Nam Huynh
k-CCM: A Center-Based Algorithm for Clustering Categorical Data with Missing Values. MDAI (2018)
Sirin Suprasongsin, Pisal Yenradee, Van-Nam Huynh, Chayakrit Charoensiriwath
Suitable Aggregation Models Based on Risk Preferences for Supplier Selection and Order Allocation Problem. J. Adv. Comput. Intell. Intell. Informatics 22 (1) (2018)
Wen-Tao Guo, Van-Nam Huynh, Songsak Sriboonchitta
A proportional linguistic distribution based model for multiple attribute decision making under linguistic uncertainty. Ann. Oper. Res. 256 (2) (2017)
Hongbin Yan, Tieju Ma, Songsak Sriboonchitta, Van-Nam Huynh
A stochastic dominance based approach to consumer-oriented Kansei evaluation with multiple priorities. Ann. Oper. Res. 256 (2) (2017)
Van-Doan Nguyen, Songsak Sriboonchitta, Van-Nam Huynh
Using community preference for overcoming sparsity and cold-start problems in collaborative filtering system offering soft ratings. Electron. Commer. Res. Appl. 26 (2017)
Jing Sun, Van-Nam Huynh, Yoshiteru Nakamori, Jianguo Wu, Jing Tian, Jianwen Xiang
Knowledge Management in Graduate Research. QRS Companion (2017)
Van-Doan Nguyen, Van-Nam Huynh
Two-probabilities focused combination in recommender systems. Int. J. Approx. Reason. 80 (2017)
Jing Sun, Jianguo Wu, Jing Tian, Van-Nam Huynh, Yoshiteru Nakamori
A Knowledge Management Approach to Evaluation of Ability and Environment for Graduate Research. Int. J. Knowl. Syst. Sci. 8 (3) (2017)
Warut Pannakkong, Van-Nam Huynh
A Hybrid Model of ARIMA and ANN with Discrete Wavelet Transform for Time Series Forecasting. MDAI (2017)
Narongsak Pongsathornwiwat, Van-Nam Huynh, Chawalit Jeenanunta
Developing Evaluation Criteria for Partner Selection in Tourism Supply Chain Networks. Int. J. Knowl. Syst. Sci. 8 (1) (2017)
Van-Nam Huynh
Recent advances of uncertainty management in knowledge modelling and decision making. Ann. Oper. Res. 256 (2) (2017)
Tai Dinh, Van-Nam Huynh, Bac Le
Mining Periodic High Utility Sequential Patterns. ACIIDS (1) (2017)
Chanyachatchawan Sapa, Hongbin Yan, Songsak Sriboonchitta, Van-Nam Huynh
A linguistic representation based approach to modelling Kansei data and its application to consumer-oriented evaluation of traditional products. Knowl. Based Syst. 138 (2017)
Warut Pannakkong, Van Hai Pham, Van-Nam Huynh
A Novel Hybridization of ARIMA, ANN, and K-Means for Time Series Forecasting. Int. J. Knowl. Syst. Sci. 8 (4) (2017)
Van-Doan Nguyen, Van-Nam Huynh
On Information Fusion in Recommender Systems Based on Dempster-Shafer Theory. ICTAI (2016)
Van-Doan Nguyen, Van-Nam Huynh
Noise-Averse Combination Method. ICTAI (2016)
Chanyachatchawan Sapa, Hongbin Yan, Songsak Sriboonchitta, Van-Nam Huynh
A Linguistic Representation Method for Kansei Data. SCIS&ISIS (2016)
Warut Pannakkong, Van Hai Pham, Van-Nam Huynh
A Hybrid Model of ARIMA, ANNs and k-Means Clustering for Time Series Forecasting. IUKM (2016)
Wei Ou, Anh-Cuong Le, Van-Nam Huynh
Estimating Asymmetric Product Attribute Weights in Review Mining. IUKM (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Van-Nam Huynh