Integrated uncertainty in knowledge modelling and decision making : 4th international symposium, IUKM 2015, Nha Trang, Vietnam, October 15-17, 2015 : proceedings

This book constitutes the refereed proceedings of the 4th International Symposium on Integrated Uncertainty in Knowledge Modeling and Decision Making, IUKM 2015, held in Nha Trang, Vietnam, in October 2015. The 40 revised full papers were carefully reviewed and selected from 58 submissions and are presented together with three keynote and invited talks. The papers provide a wealth of new ideas and report both theoretical and applied research on integrated uncertainty modeling and management Front Matter....Pages - Epistemic Uncertainty Modeling: The-state-of-the-art....Pages 1-10 Fuzzy Sets, Multisets, and Rough Approximations....Pages 11-14 What Is Fuzzy Natural Logic....Pages 15-18 Combining Fuzziness and Context Sensitivity in Game Based Models of Vague Quantification....Pages 19-31 New Model of a Fuzzy Associative Memory....Pages 32-42 Construction of Associative Functions for Several Fuzzy Logics via the Ordinal Sum Theorem....Pages 43-53 Cognitively Stable Generalized Nash Equilibrium in Static Games with Unawareness....Pages 54-64 Maximum Lower Bound Estimation of Fuzzy Priority Weights from a Crisp Comparison Matrix....Pages 65-76 Logarithmic Conversion Approach to the Estimation of Interval Priority Weights from a Pairwise Comparison Matrix....Pages 77-88 An Effective Method for Optimality Test Over Possible Reaction Set for Maximin Solution of Bilevel Linear Programming with Ambiguous Lower-Level Objective Function....Pages 89-101 Proposal of Grid Area Search with UCB for Discrete Optimization Problem....Pages 102-111 Why Copulas Have Been Successful in Many Practical Applications: A Theoretical Explanation Based on Computational Efficiency....Pages 112-125 A New Measure of Monotone Dependence by Using Sobolev Norms for Copula....Pages 126-137 Why ARMAX-GARCH Linear Models Successfully Describe Complex Nonlinear Phenomena: A Possible Explanation....Pages 138-150 A Copula-Based Stochastic Frontier Model for Financial Pricing....Pages 151-162 Capital Asset Pricing Model with Interval Data....Pages 163-170 Confidence Intervals for the Difference Between Normal Means with Known Coefficients....Pages 171-182 Approximate Confidence Interval for the Ratio of Normal Means with a Known Coefficient of Variation....Pages 183-192 Confidence Intervals for the Ratio of Coefficients of Variation of the Gamma Distributions....Pages 193-203 A Deterministic Clustering Framework in MMMs-Induced Fuzzy Co-clustering....Pages 204-213 FCM-Type Co-clustering Transfer Reinforcement Learning for Non-Markov Processes....Pages 214-225 MMMs-Induced Fuzzy Co-clustering with Exclusive Partition Penalty on Selected Items....Pages 226-235 Clustering Data and Vague Concepts Using Prototype Theory Interpreted Label Semantics....Pages 236-246 An Ensemble Learning Approach Based on Rough Set Preserving the Qualities of Approximations....Pages 247-253 Minimum Description Length Principle for Compositional Model Learning....Pages 254-266 On the Property of SIC Fuzzy Inference Model with Compatibility Functions....Pages 267-278 Applying Covering-Based Rough Set Theory to User-Based Collaborative Filtering to Enhance the Quality of Recommendations....Pages 279-289 Evidence Combination Focusing on Significant Focal Elements for Recommender Systems....Pages 290-302 A Multifaceted Approach to Sentence Similarity....Pages 303-314 Improving Word Alignment Through Morphological Analysis....Pages 315-325 Learning Word Alignment Models for Kazakh-English Machine Translation....Pages 326-335 Application of Uncertainty Modeling Frameworks to Uncertain Isosurface Extraction....Pages 336-349 On Customer Satisfaction of Battery Electric Vehicles Based on Kano Model: A Case Study in Shanghai....Pages 350-361 Co-Movement and Dependency Between New York Stock Exchange, London Stock Exchange, Tokyo Stock Exchange, Oil Price, and Gold Price....Pages 362-373 Spillovers of Quantitative Easing on Financial Markets of Thailand, Indonesia, and the Philippines....Pages 374-388 Impacts of Quantitative Easing Policy of United States of America on Thai Economy by MS-SFABVAR....Pages 389-402 Volatility and Dependence for Systemic Risk Measurement of the International Financial System....Pages 403-414 Business Cycle of International Tourism Demand in Thailand: A Markov-Switching Bayesian Vector Error Correction Model....Pages 415-427 Volatility Linkages Between Price Returns of Crude Oil and Crude Palm Oil in the ASEAN Region: A Copula Based GARCH Approach....Pages 428-439 The Economic Evaluation of Volatility Timing on Commodity Futures Using Periodic GARCH-Copula Model....Pages 440-451 On the Estimation of Western Countries’ Tourism Demand for Thailand Taking into Account of Possible Structural Changes Leading to a Better Prediction....Pages 452-463 Welfare Measurement on Thai Rice Market: A Markov Switching Bayesian Seemingly Unrelated Regression....Pages 464-477 Modeling Daily Peak Electricity Demand in Thailand....Pages 478-487 Back Matter....Pages -