Integrated Uncertainty In Knowledge Modelling And Decision Making: 6th International Symposium, Iukm 2018, Hanoi, Vietnam, March 15-17, 2018, Proceedings (lecture Notes In Computer Science (10758))

This book constitutes the refereed proceedings of the 6th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2018, held in Hanoi, Vietnam, in March 2018. The 39 revised full papers presented in this book were carefully reviewed and selected from 76 initial submissions. The papers are organized in topical sections on uncertainty management and decision support; clustering and classification; machine learning applications; statistical methods; and econometric applications. Front Matter ....Pages I-XXII Front Matter ....Pages 1-1 A Granularity Approach to Vague Quantification (Christian G. Fermüller)....Pages 3-14 Linguistic Summarization Based on the Inherent Semantics of Linguistic Words (Thi Lan Pham, Cam Ha Ho, Cat Ho Nguyen)....Pages 15-26 Do It Today or Do It Tomorrow: Empirical Non-exponential Discounting Explained by Symmetry Ideas (Francisco Zapata, Olga Kosheleva, Vladik Kreinovich, Thongchai Dumrongpokaphan)....Pages 27-38 Estimation of Interval Probability Distribution in Categorical Data Using Maximum Entropy (Bingyi Kang, Yong Deng)....Pages 39-47 Measuring Efficiency Intervals in Multiple Groups with Privacy Concerns (Tomoe Entani)....Pages 48-59 An Evidence Theoretic Approach to Interval Analytic Hierarchy Process (Masahiro Inuiguchi)....Pages 60-71 Front Matter ....Pages 73-73 Methods for Clustering Categorical and Mixed Data: An Overview and New Algorithms (Sadaaki Miyamoto, Van-Nam Huynh, Shuhei Fujiwara)....Pages 75-86 An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis (Chonghui Guo, Zhenna Na, Leilei Sun, Xiaoguang Chen)....Pages 87-100 A Multi-class Support Vector Machine Based on Geometric Margin Maximization (Yoshifumi Kusunoki, Keiji Tatsumi)....Pages 101-113 A New Context-Based Similarity Measure for Categorical Data Using Information Theory (Thanh-Phu Nguyen, Mina Ryoke, Van-Nam Huynh)....Pages 114-125 Vector Representation of Abstract Program Tree for Assessing Algorithm Variety for the Same Purpose (Yoshiki Mashima, Kazuhiro Takeuchi)....Pages 126-137 Comparing Sparse Autoencoders for Acquisition of More Robust Bases in Handwritten Characters (Takuya Okada, Kazuhiro Takeuchi)....Pages 138-149 Front Matter ....Pages 151-151 fMKL-DR: A Fast Multiple Kernel Learning Framework with Dimensionality Reduction (Thanh Trung Giang, Thanh Phuong Nguyen, Tran Quoc Vinh Nguyen, Dang Hung Tran)....Pages 153-165 An Attention-Based Long-Short-Term-Memory Model for Paraphrase Generation (Khuong Nguyen-Ngoc, Anh-Cuong Le, Viet-Ha Nguyen)....Pages 166-178 Deep Neural Network-Based Models for Ranking Question - Answering Pairs in Community Question Answering Systems (Van-Tu Nguyen, Anh-Cuong Le)....Pages 179-190 A Hybrid Approach to Answer Selection in Question Answering Systems (Phuc H. Duong, Hien T. Nguyen, Duy D. Nguyen, Hao T. Do)....Pages 191-202 Sensory Quality Assessment of Food Using Active Learning (Nhat-Vinh Lu, Van-Nam Huynh, Takaya Yuizono, Trung-Ky Nguyen)....Pages 203-213 Big Data Driven Architecture for Medical Knowledge Management Systems in Intracranial Hemorrhage Diagnosis (Thi-Hoang-Yen Le, Thuong-Cang Phan, Anh-Cang Phan)....Pages 214-225 Building Modelling Methodology Combined to Robust Identification for the Temperature Prediction of a Thermal Zone in a Multi-zone Building (Van-Binh Dinh, Benoit Delinchant, Frederic Wurtz, Hoang-Anh Dang)....Pages 226-237 Technology Adoption Optimization with Heterogeneous Agents and Carbon Emission Trading Mechanism (Chenhao Fang, Tieju Ma)....Pages 238-249 Front Matter ....Pages 251-251 On a Generalized Method of Combining Predictive Distributions for Stock Market Index (Son Phuc Nguyen, Uyen Hoang Pham, Thien Dinh Nguyen)....Pages 253-263 Quantum Econometrics: How to Explain Its Quantitative Successes and How the Resulting Formulas Are Related to Scale Invariance, Entropy, and Fuzziness (Kittawit Autchariyapanitkul, Olga Kosheleva, Vladik Kreinovich, Songsak Sriboonchitta)....Pages 264-275 Pairs Trading via Nonlinear Autoregressive GARCH Models (Benchawanaree Chodchuangnirun, Kongliang Zhu, Woraphon Yamaka)....Pages 276-288 A Regime Switching for Dynamic Conditional Correlation and GARCH: Application to Agricultural Commodity Prices and Market Risks (Benchawanaree Chodchuangnirun, Woraphon Yamaka, Chatchai Khiewngamdee)....Pages 289-301 Modeling Dependence with Copulas: Are Real Estates and Tourism Associated? (Roengchai Tansuchat, Paravee Maneejuk)....Pages 302-311 A Markov-Switching Model with Mixture Distribution Regimes (Paravee Maneejuk, Woraphon Yamaka, Songsak Sriboonchitta)....Pages 312-323 Estimation of Volatility on the Small Sample with Generalized Maximum Entropy (Quanrui Song, Songsak Sriboonchitta, Somsak Chanaim, Chongkolnee Rungruang)....Pages 324-334 Estimating and Predicting Financial Series by Entropy-Based Inferential Model (Tanarat Rattanadamrongaksorn, Duangthip Sirikanchanarak, Jirakom Sirisrisakulchai, Songsak Sriboonchitta)....Pages 335-346 Front Matter ....Pages 347-347 Impact of Trade Liberalization on Economic Growth in ASEAN: Copula-Based Seemingly Unrelated Regression Model (Arisara Romyen, Jianxu Liu, Songsak Sriboonchitta)....Pages 349-360 Investigating Dynamic Correlation in the International Implied Volatility Indexes (Panida Fanpaeng, Woraphon Yamaka, Roengchai Tansuchat)....Pages 361-372 Markov-Switching ARDL Modeling of Parboiled Rice Import Demand from Thailand (Roengchai Tansuchat, Woraphon Yamaka)....Pages 373-384 The Role of Agricultural Commodity Prices in a Portfolio (Chatchai Khiewngamdee, Quanrui Song, Somsak Chanaim)....Pages 385-396 Assessing Consumers’ Perceptions of Packaging Attributes and Packaging Label of Community’s ‘Green’ Chili (Pepper) Products in Thailand (Jakkreeporn Sannork, Aree Wiboonpongse, Tzong-Ru Lee)....Pages 397-407 Macroeconomic News Announcement and Thailand Stock Market (Saowaluk Duangin, Woraphon Yamaka, Jirakom Sirisrisakulchai, Songsak Sriboonchitta)....Pages 408-419 The Optimizing Algorithm for Economic Cycles in ASEAN Stock Indexes (Satawat Wannapan, Pattaravadee Rakpuang, Chukiat Chaiboonsri)....Pages 420-432 European Real Estate Risk and Spillovers: Regime Switching Approach (Nisara Wongutai, Woraphon Yamaka, Roengchai Tansuchat)....Pages 433-444 Volatility Jump Detection in Thailand Stock Market (Saowaluk Duangin, Woraphon Yamaka, Jirakom Sirisrisakulchai, Songsak Sriboonchitta)....Pages 445-456 Thai Export Efficiency in AFTA: Copula-Based Gravity Stochastic Frontier Model with Autocorrelated Inefficiency (Petchaluck Boonyakunakorn, Pathairat Pastpipatkul, Songsak Sriboonchitta)....Pages 457-466 Efficiency Analysis of Natural Rubber Production in ASEAN: The Comparison of Panel DEA and Bootstrapping Panel DEA Analysis Based Decision on Copula Approach (Kewalin Somboon, Chukiat Chaiboonsri, Songsak Sriboonchitta)....Pages 467-476 Back Matter ....Pages 477-478