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    user:namhuynh:publication [2019/04/10 23:10]
    namhuynh     		user:namhuynh:publication [2023/07/14 00:13] (current)
    namhuynh [Recent Papers]
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     +==== Recent Papers ====
     +  - N.D.K. Ngo, T.-Q. Le, R. Tansuchat, T. Nguyen-Mau, V.-N. Huynh, [[https://​doi.org/​10.1109/​TEM.2021.3135556|Evaluating innovation capability in banking under uncertainty]],​ //IEEE Transactions on Engineering Management//,​ in press.
     +  - D.-H. Nguyen, V.-N. Huynh. [[https://​doi.org/​10.1016/​j.ijar.2023.108938|Integrated preference argumentation and applications in consumer behaviour analyses]], //​International Journal of Approximate Reasoning// **159** (2023) 108938.
     +  - D.-V. Vo, T.-T. Tran, K. Shirai, V.-N. Huynh, [[https://​doi.org/​10.1109/​TKDE.2022.3188497|Deep generative networks coupled with evidential reasoning for dynamic user preferences using short texts]], //IEEE Transactions on Knowledge and Data Engineering//​ **35**(7) (2023) 6811 – 6826.
     +  - B.-H. Nguyen, V.-N. Huynh, [[https://​doi.org/​10.1080/​01605682.2020.1784049|Textual analysis and corporate bankruptcy: A financial dictionary-based sentiment approach]], //Journal of the Operational Research Society// **73**(1) (2022) 102–121.
     +  - T. Nguyen-Mau, V.-N. Huynh. [[https://​doi.org/​10.1016/​j.neucom.2021.08.050|An LSH-based //​k//​-representatives clustering method for large categorical data]], //​Neurocomputing//​ **463** (2021) 29–44.
     +  - D.-V. Vo, J. Karnjana, V.-N. Huynh. [[https://​www.sciencedirect.com/​science/​article/​pii/​S1566253520304292|An integrated framework of learning and evidential reasoning for user profiling using short texts]], //​Information Fusion// **70** (2021) 27–42.
     +  - A. Hoang, T. Nguyen-Mau, D.-V. Vo, V.-N. Huynh. [[https://​ieeexplore.ieee.org/​abstract/​document/​9328765|A mass-based approach for local outlier detection]],​ //IEEE Access// **9** (2021) 16448–16466.
     +  - D.-T. Dinh, V.-N. Huynh, S. Sriboonchitta. [[https://​www.sciencedirect.com/​science/​article/​pii/​S0020025521004114|Clustering mixed numerical and categorical data with missing values]], //​Information Sciences// **571** (2021) 418–442.
     +  - D.-H. Nguyen, V.-N. Huynh. [[https://​www.sciencedirect.com/​science/​article/​pii/​S0888613X21000050|Learning preferences in argumentation:​ Algorithms and applications]],​ //​International Journal of Approximate Reasoning// **131** (2021) 214–251.
     +  - A.-T. Tran, T.-D. Luong, J. Karnjana, V.-N. Huynh. [[https://​www.sciencedirect.com/​science/​article/​abs/​pii/​S0925231220315095|An efficient approach for privacy preserving decentralized deep learning models based on secure multi-party computation]],​ //​Neurocomputing//​ **422** (2021) 245–262.
     +  - T.-H. T. Nguyen, D.-T. Dinh, S. Sriboonchitta,​ V.-N. Huynh. [[https://​link.springer.com/​content/​pdf/​10.1007/​s12652-019-01445-5.pdf|A method for //​k//​-means-like clustering of categorical data]], //Journal of Ambient Intelligence and Humanized Computing//,​ in press.
     +  - D.-T. Dinh, V.-N. Huynh. [[https://​link.springer.com/​content/​pdf/​10.1007/​s10489-020-01677-5.pdf|//​k//​-PbC:​ an improved cluster center initialization for categorical data clustering]],​ //Applied Intelligence//​ **50** (2020) 2610–2632.
     +  - V.-D. Nguyen, V.-N. Huynh, S. Sriboonchitta. [[https://​ieeexplore.ieee.org/​abstract/​document/​8000409/​|Integrating community context information into a reliably weighted collaborative filtering system using soft ratings]], //IEEE Transactions on Systems, Man and Cybernetics:​ Systems// **50** (2020), 1318-1330.
     +  - T. Phiboonbanakit,​ V.-N. Huynh, T. Horanont, T. Supnithi. Unsupervised hybrid anomaly detection model for logistics fleet management systems, //IET Intelligent Transport Systems// **13** (2019), 1636-1648.
     +  - H.-B. Yan, X.-S. Meng, T. Ma, V.-N. Huynh. An uncertain target-oriented QFD approach to service design based on service standardization with an application to bank window service, //IISE Transactions//​ **51** (2019), 1167-1189.
     +  - W. OU, V.-N. Huynh, S. Sriboonchitta. Training attractive attribute classifiers based on opinion features extracted from review data, //​Electronic Commerce Research and Applications//​ **32** (2018), 13-22.
     +  - S. Chanyachatchawan,​ H.-B. Yan, S. Sriboonchitta,​ V.-N. Huynh. A linguistic representation based approach to modelling kansei data and its application to consumer-oriented evaluation of traditional products, //​Knowledge-Based Systems// ​ **138** (2017), 124-133.
     +  - W. Guo, V.-N. Huynh, S. Sriboonchitta. A proportional linguistic distribution based model for multiple attribute decision making under linguistic uncertainty,​ //Annals of Operations Research// **256** (2017), 305-328.
     +  - H.-B. Yan, T. Ma, S. Sriboonchitta,​ V.-N. Huynh. A stochastic dominance based approach to consumer-oriented Kansei evaluation with multiple priorities, //Annals of Operations Research// **256** (2017), 329-357.
     +  - H.-B. Yan, T. Ma, V.-N. Huynh. On qualitative multi-attribute group decision making and its consensus measure: A probability based perspective,​ //Omega: The International Journal of Management Science// **70** (2017), 94-117.
     +  - V.-D. Nguyen, V.-N. Huynh. Two-probabilities focused combination in recommender systems, //​International Journal of Approximate Reasoning// **80** (2017), 225-238.
     +==== Special Issues ====
     +     - V.-N. Huynh, H.B. Yan (Eds.), Special Issue on **IUKM 2018**, //Annals of Operations Research// (2020).
     +     - V.-N. Huynh (Ed.), Special Issue on **Uncertainty Management in Machine Learning Applications**,​ //​International Journal of Approximate Reasoning// **107** (2019) 79-80.
     +     - V.-N. Huynh (Ed.), Special Issue on **IUKM 2015**, //Annals of Operations Research// **256** (2017).
     +   - V.-N. Huynh, V. Kreinovich (Eds.), Special Issue on **Modeling Dependence in Econometrics**,​ //​International Journal of Approximate Reasoning// **65** (2015) 1-70.
     +   - V.-N. Huynh, S.B. Pham (Eds.), Special Issue on **Knowledge and Systems Engineering – KSE2013**, //Data and Knowledge Engineering//​ **96–97** (2015) 1-90.
     +   - V.-N. Huynh, V. Kreinovich (Eds.), Special Issue on **Uncertainty in Financial Econometrics**,​ //​International Journal of Approximate Reasoning// **54** (6)(2013) 669.
     +  - V.-N. Huynh, J. Lawry, Y. Nakamori (Eds.), Special Issue on **Integrated Uncertainty Management for Decision Making**, //Annals of Operations Research//, **195** (2012). ​
     +  - V.-N. Huynh, V. Kreinovich (Eds.), Special Issue on **Interval/​Probabilistic Uncertainty**,​ //​International Journal of Approximate Reasoning// **50** (8)(2009) 1149.
     ==== Edited Books ==== ==== Edited Books ====
         - V.-N. Huynh, V. Kreinovich, S. Sriboonchitta,​ S. Komsan (Eds.), **Econometrics of Risk**, ''​Studies in Computational Intelligence''​ **583**, Springer-Verlag,​ January 2015.     - V.-N. Huynh, V. Kreinovich, S. Sriboonchitta,​ S. Komsan (Eds.), **Econometrics of Risk**, ''​Studies in Computational Intelligence''​ **583**, Springer-Verlag,​ January 2015.
    Line 9: Line 40:
       -  V.-N. Huynh, Y. Nakamori, J. Lawry, M. Inuiguchi (Eds.), **Integrated Uncertainty Management and Applications**,​ ''​Advances in Intelligent and Soft Computing''​ **68**, Springer-Verlag,​ 2010.   -  V.-N. Huynh, Y. Nakamori, J. Lawry, M. Inuiguchi (Eds.), **Integrated Uncertainty Management and Applications**,​ ''​Advances in Intelligent and Soft Computing''​ **68**, Springer-Verlag,​ 2010.
       -  V.-N. Huynh, Y. Nakamori, H. Ono, J. Lawry, V. Kreinovich, H.T. Nguyen (Eds.), **Interval/​Probabilistic Uncertainty and Non-Classical Logics**, ''​Advances in Soft Computing''​ **46**, Springer-Verlag,​ 2008.   -  V.-N. Huynh, Y. Nakamori, H. Ono, J. Lawry, V. Kreinovich, H.T. Nguyen (Eds.), **Interval/​Probabilistic Uncertainty and Non-Classical Logics**, ''​Advances in Soft Computing''​ **46**, Springer-Verlag,​ 2008.
    -==== Special Issues ==== +
    -    - V.-N. Huynh (Ed.), Special Issue on **IUKM 2015**, //Annals of Operations Research// (2016). +
    -   - V.-N. Huynh, V. Kreinovich (Eds.), Special Issue on **Modeling Dependence in Econometrics**,​ //​International Journal of Approximate Reasoning// **65** (2015) 1-70. +
    -   - V.-N. Huynh, S.B. Pham (Eds.), Special Issue on **Knowledge and Systems Engineering – KSE2013**, //Data and Knowledge Engineering//​ **96–97** (2015) 1-90. +
    -   - V.-N. Huynh, V. Kreinovich (Eds.), Special Issue on **Uncertainty in Financial Econometrics**,​ //​International Journal of Approximate Reasoning// **54** (6)(2013) 669. +
    -  - V.-N. Huynh, J. Lawry, Y. Nakamori (Eds.), Special Issue on **Integrated Uncertainty Management for Decision Making**, //Annals of Operations Research//, **195** (2012).  +
    -  - V.-N. Huynh, V. Kreinovich (Eds.), Special Issue on **Interval/​Probabilistic Uncertainty**,​ //​International Journal of Approximate Reasoning// **50** (8)(2009) 1149. +
    -  +
    -==== Recent Papers ==== +
    -  - V.-D. Nguyen, V.-N. Huynh, S. Sriboonchitta. Integrating community context information into a reliably weighted collaborative filtering system using soft ratings, //IEEE Transactions on Systems, Man and Cybernetics:​ Systems// (in press). +
    -  - W. OU, V.-N. Huynh, S. Sriboonchitta. Training attractive attribute classifiers based on opinion features extracted from review data, //​Electronic Commerce Research and Applications//​ **32** (2018), 13-22. +
    -  - S. Chanyachatchawan,​ H.-B. Yan, S. Sriboonchitta,​ V.-N. Huynh. A linguistic representation based approach to modelling kansei data and its application to consumer-oriented evaluation of traditional products, //​Knowledge-Based Systems// ​ **138** (2017), 124-133. +
    -  - W. Guo, V.-N. Huynh, S. Sriboonchitta. A proportional linguistic distribution based model for multiple attribute decision making under linguistic uncertainty,​ //Annals of Operations Research// **256** (2017), 305-328. +
    -  - H.-B. Yan, T. Ma, S. Sriboonchitta,​ V.-N. Huynh. A stochastic dominance based approach to consumer-oriented Kansei evaluation with multiple priorities, //Annals of Operations Research// **256** (2017), 329-357. +
    -  - H.-B. Yan, T. Ma, V.-N. Huynh. On qualitative multi-attribute group decision making and its consensus measure: A probability based perspective,​ //Omega: The International Journal of Management Science// **70** (2017), 94-117. +
    -  - V.-D. Nguyen, V.-N. Huynh. Two-probabilities focused combination in recommender systems, //​International Journal of Approximate Reasoning// **80** (2017), 225-238. +
    -  - C.-H. Nguyen, V.-N. Huynh, W. Pedrycz. A construction of sound semantic linguistic scales using 4-tuple representation of term semantics, //​International Journal of Approximate Reasoning// **55**(3)(2014),​ 763-786. +
    -  - H.-B. Yan, T. Ma, V.-N. Huynh. Coping with group behaviors in uncertain quality function deployment, //Decision Sciences// **45**(6)(2014),​ 1025-1052. +
    -  - H.-B. Yan, V.-N. Huynh, T. Ma, Y. Nakamori. Non-additive multi-attribute fuzzy target-oriented decision analysis, //​Information Sciences// **240** (2013), 21--44. +
    -  - V.-N. Huynh, J. Lawry, Y. Nakamori. Integrated uncertainty management for decision making, //Annals of Operations Research// **195** (2012), 1--4. +
    -  - H.-B. Yan, V.-N. Huynh, Y. Nakamori. A group nonadditive multiattribute consumer-oriented Kansei evaluation model with an application to traditional crafts, //Annals of Operations Research// **195** (2012), 325--354. +
    -  - V.-N. Huynh, S. Miyamoto, Y. Nakamori. An extension of context model for representing vague knowledge, //​International Journal of Reasoning-based Intelligent Systems// **4** (3)(2012), 171--179. +
    -  - V.-N. Huynh, Y. Nakamori. A linguistic screening evaluation model in new product development,​ //IEEE Transactions on Engineering Management//​ **58** (2011), 165--175. +
    -  - V.-N. Huynh, H. Yan, Y. Nakamori. A target-based decision-making approach to consumer-oriented evaluation model for Japanese traditional crafts, //IEEE Transactions on Engineering Management//​ **57** (2010), 575--588. +
    -  - V.-N. Huynh, T.T. Nguyen, A.C. Le. Adaptively entropy-based weighting classifiers in combination using Dempster–Shafer theory for word sense disambiguation,​ //Computer Speech & Language// **24** (3)(2010), 461--473. +
    -  - V.-N. Huynh, Y. Nakamori. Notes on “Reducing algorithm complexity for computing an aggregate uncertainty measure”, //IEEE Transactions on Systems, Man and Cybernetics,​ Part A: Systems and Humans// **40**(1)(2010),​ 205--209. +
    -  - V.-N. Huynh, Y. Nakamori, J. Lawry. A probability-based approach to comparison of fuzzy numbers and applications to target-oriented decision making, //IEEE Transactions on Fuzzy Systems// **16** (2)(2008), 371--387. +
    -  - H.-B. Yan, V.-N. Huynh, T. Murai, Y. Nakamori. Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis, //​Information Sciences// **178** (21)(2008), 4080--4093.+

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