International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM)*

International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM)*

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The International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM), initially the International Symposium on Integrated Uncertainty Management and Applications (IUM), aims to provide a forum for exchanges of research results, ideas for and experience of application among researchers and practitioners involved with all aspects of uncertainty management and application.

Conference History:

8th IUKM 2020, 11 – 13 November 2020, Phuket, Thailand / Virtual venue
(Co-hosts: JAIST; Thammasat University, Sirindhorn International Institute of Technology; Thailand’s National Electronics and Computer Technology Center)

    …TBA

7th IUKM 2019, March 27 – 29, 2019, Nara, Japan
(Co-hosts: JAIST; Osaka University)

    Keynotes: Choquet integral in decision making and metric learning; Logic for Thinking – From Mathematical Logic to Grammatical Logic; Robust Decisions under Uncertainty with a Rule Preference Model of Multiple Decision Makers; Variations and Generalizations of Fuzzy c-Means Clustering

    Sessions: Economics Applications; Optimization; Interval Data Analysis; Fuzzy Systems; Classification and Decision Support; Machine Learning and Data Analysis; Rough Set; Measure and Evaluation; Uncertainty and Data Analysis

6th IUKM 2018, 15 – 17 March 2018, Hanoi National University of Education, Hanoi, Vietnam
(Co-hosts: JAIST; Hanoi National University of Education)

    Pre-conference Tutorials (Mar 14): Artificial Intelligence: Many Possibilities and Challenges; Generalized Uncertainty Optimization – An Introductory Tutorial; Rough Set Approaches: From Basics to Extensions

    Plenary: Using Statistical Machine Learning Techniques to Analyze Satellite Optical Signature; Computational Decision Making and Data Science – Challenges and Opportunities; Toward Nonlinear Statistics based on Choquet Calculus; From Big Data and AI to FinTech; Similarly-based Machine Learning Approaches for Predicting Drug-target Interactions

    Sessions: Uncertainty Management and Decision Support; Statistical Methods; Clustering and Classification; Econometric Applications; Machine Learning Applications

5th IUKM 2016, 30 November – 2 December 2016, Da Nang, Vietnam
(Co-hosts: JAIST; Duy Tan University; Belief Functions and Applications Society (BFAS))

    Pre-conference Tutorials (Nov 29): Classification and Clustering using Belief Functions; Rough Set Approach to Data Science; Probabilistic Topic Modeling for Discovering Hidden Semantics from Massive Data

    Plenary: On Evidential Measures of Support for Reasoning with Integrated Uncertainty: A Lesson from the Ban of P-values in Statistical Inference; Machine Learning Applications: Past, Present and Future; Autonomous Systems: Many Possibilities and Challenges; Fuzzy Co-clustering and Application to Collaborative Filtering

    Sessions: Uncertainty Management and Decision Support; Soft Clustering and Classification; Statistical Methods; Machine Learning for Social Media Analytics; Econometric Applications; Biomedical and Image Applications; Data Mining and Applications; Dependency Modelling and Application; Miscellaneous

4th IUKM 2015, 15 – 17 October 2015, Nha Trang, Vietnam
(Co-hosts: JAIST; Pacific Ocean University; University of Engineering and Technology, VNU-Hanoi; Hanoi National University of Education)

    Keynotes/Invited Talks: Epistemic Uncertainty Modeling: The-State-of-the-Art; Ordinal Preference Models – Learning from the Savage’s Omelet Problem; Fuzzy sets, multisets, and rough approximations; What is Fuzzy Natural Logic?; Research on Thai Natural Language Processing and Application to News Summarization and Public Hearing

    Sessions: Fuzziness and Knowledge Modelling; Data Mining and Uncertainty Management; Optimization and Decision Making; Applied Econometrics; Uncertainty Inference and Optimization; Natural Language Engineering; Dependence Modelling and Applied Econometrics; Fuzzy Clustering and Data Mining; Applied Statistics

3rd IUKM 2013, 12 – 14 July 2013, Beihang University, Beijing ,China
(Co-hosts: JAIST; Beihang University)

    Keynotes: n.a.

    Sessions: n.a.

2nd IUKM 2011, 28 – 30 October, 2011, Hangzhou, China
(Co-hosts: JAIST; Zhejiang University; University of Bristol)

    Pre-conference Tutorials (Oct 27): Introduction to Knowledge Science; Advances in Fuzzy Clustering

    Keynotes/Invited Talks: TBA; Talking with Uncertainty; Introduction to the ER Rule for Evidence Combination; Theories and Approaches to Treat Incomparability; TBA; Fusing Conceptual Graphs and Fuzzy Logic: Towards the Structure
    and Expressiveness of Natural Language

    Sessions: n.a.; Theory of Belief Functions and Its Application in Multiple Classifier Systems (Special Session)

1st IUM 2010, 9 – 11 April 2010, Japan Advanced Institute of Science and Technology (JAIST), Ishikawa, Japan
(Co-hosts: JAIST; University of Bristol; International Fuzzy Systems Association)

    Keynotes/Invited Talks: From Cardinal Preference Models based on Choquet Integrals to Ordinal Preference Models based on Sugeno Integrals; Interval-Based Models for Decision Problems; Computing with Words and Systemic Functional Linguistics: Linguistic Data Summaries and Natural Language Generation; Quasi-copulas: A Bridge Between Fuzzy Set Theory and Probability Theory; On Choquet Integral Risk Measures; Managing Granular Information in the Development of Human-Centric Systems; Dempster-Shafer Reasoning in Large Partially Ordered Sets: Applications in Machine Learning

    Sessions: Aggregation and Decision Making; Integrated Uncertainty and Operations Research; Reasoning with Uncertainty; Logical Approaches to Uncertainty; Application; Honoring Prof. M. Sugeno and Prof. H. Tanaka (Special Session); Fuzzy Measures and Integrals; Data Mining

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