Integrated Uncertainty in Knowledge Modelling and Decision Making: 7th International Symposium, IUKM 2019, Nara, Japan, March 27–29, 2019, Proceedings

Front Matter ....Pages I-XX
Front Matter ....Pages 1-1
 Scientometric Indices Based on Integrals and Their Adaptation in Different Domains  (Andrea Stupňanová)....Pages 3-12
 Normalization of Multiple Efficiency Intervals by Interval Data Envelopment Analysis from Different Frameworks  (Tomoe Entani, Miho Isobe)....Pages 13-25
 Overtime Assignment and Job Satisfaction in Noise-Safe Job Rotation Scheduling  (Pavinee Rerkjirattikal, Sun Olapiriyakul)....Pages 26-37
 Ambiguity Measures for Preference-Based Decision Viewpoints  (Camilo Franco, J. Tinguaro Rodríguez, Javier Montero, Daniel Gómez, Ronald R. Yager)....Pages 38-49
 Logics of Dominance for Reasoning About Multi-criteria Decisions  (Tuan-Fang Fan, Churn-Jung Liau)....Pages 50-62
 GY MEDIC: Analysis and Rehabilitation System for Patients with Facial Paralysis  (Gissela M. Guanoluisa, Jimmy A. Pilatasig, Víctor H. Andaluz)....Pages 63-75
 Revealed Preference for Network Design in Bilevel Linear Programming  (Puchit Sariddichainunta, Masahiro Inuiguchi)....Pages 76-85
 Rule Induction Based on Rough Sets from Possibilistic Data Tables  (Michinori Nakata, Hiroshi Sakai)....Pages 86-97
 Probability-Based Approach Explains (and Even Improves) Heuristic Formulas of Defuzzification  (Christian Servin, Olga Kosheleva, Vladik Kreinovich)....Pages 98-108
 Three Valued Representation of Opinions in Affective Design  (Jonathan Lawry, Van-Nam Huynh, Chris McMahon)....Pages 109-121
 Sampling Strategies for Fuzzy RANSAC Algorithm Based on Reinforcement Learning  (Toshihiko Watanabe)....Pages 122-134
 Interpretation of Variable Consistency Dominance-Based Rough Set Approach by Minimization of Asymmetric Loss Function  (Yoshifumi Kusunoki, Jerzy Błaszczyński, Masahiro Inuiguchi, Roman Słowiński)....Pages 135-145
Front Matter ....Pages 147-147
 An Econometric Study of Inbound Tourism Demand in Hong Kong, Macao and Taiwan: A Case Study of Mainland China  (Bing Yang, Jianxu Liu, Songsak Sriboonchitta)....Pages 149-160
 The Dependence Structure and Portfolio Optimization in Economic Cycles: An Application in ASEAN Stock Market  (Jittima Singvejsakul, Chukiat Chaiboonsri, Songsak Sriboonchitta)....Pages 161-171
 Hedging Benefit of Safe-Haven Gold in Terms of Co-skewness and Covariance in Stock Market  (Sukrit Thongkairat, Woraphon Yamaka, Songsak Sriboonchitta)....Pages 172-183
 Markov Switching Beta-skewed-t EGARCH  (Woraphon Yamaka, Paravee Maneejuk, Songsak Sriboonchitta)....Pages 184-196
 Building Fuzzy Levy-GJR-GARCH American Option Pricing Model  (Huiming Zhang, Junzo Watada)....Pages 197-209
 Nonlinear Dependence Structure in Emerging and Advanced Stock Markets  (Roengchai Tansuchat, Woraphon Yamaka)....Pages 210-221
 Mean Absolute Deviation Portfolio Frontiers with Interval-Valued Returns  (Songkomkrit Chaiyakan, Phantipa Thipwiwatpotjana)....Pages 222-234
 The Impact of Economic Growth, Energy Consumption and Trade Openness on Carbon Emissions: An Empirical Analysis in China  (Jianxu Liu, Zihe Li, Changrui Dong, Songsak Sriboonchitta)....Pages 235-244
Front Matter ....Pages 245-245
 NIS-Apriori Algorithm with a Target Descriptor for Handling Rules Supported by Minor Instances  (Hiroshi Sakai, Kao-Yi Shen, Michinori Nakata)....Pages 247-259
 Utilization of Imprecise Rules for Privacy Protection  (Masahiro Inuiguchi, Keisuke Washimi)....Pages 260-270
 Approximate Multiobjective Multiclass Support Vector Machine Restricting Classifier Candidates Based on k-Means Clustering  (Keiji Tatsumi, Takahumi Sugimoto, Yoshifumi Kusunoki)....Pages 271-283
 Generative Cooperative Net for Image Generation and Data Augmentation  (Qiangeng Xu, Zengchang Qin, Tao Wan)....Pages 284-294
 Optimal Classifier Parameter Status Selection Based on Bayes Boundary-ness for Multi-ProtoType and Multi-Layer Perceptron Classifiers  (Yuya Tomotoshi, David Ha, Emilie Delattre, Hideyuki Watanabe, Xugang Lu, Shigeru Katagiri et al.)....Pages 295-307
 Averaged Logits: An Weakly-Supervised Approach to Use Ratings to Train Sentence-Level Sentiment Classifiers  (Xiaoyu Tang, Wei Ou, Van-Nam Huynh)....Pages 308-319
 Convolutional Neural Networks with Interpretable Kernels  (Vojtech Molek, Irina Perfilieva)....Pages 320-332
Front Matter ....Pages 333-333
 Ties Between Mined Structural Patterns in Program and Their Identifier Names  (Yoshiki Mashima, Sachio Hirokawa, Kazuhiro Takeuchi)....Pages 335-346
 Big Data and Machine Learning for Economic Cycle Prediction: Application of Thailand’s Economy  (Chukiat Chaiboonsri, Satawat Wannapan)....Pages 347-359
 A Comparative Study on SOM-Based Visualization of Potential Technical Solutions Using Fuzzy Bag-of-Words and Co-occurrence Probability of Technical Words  (Yasushi Nishida, Katsuhiro Honda)....Pages 360-369
 Fuzzy Co-clustering for Categorization of Subjects in Questionnaire Considering Responsibility of Each Question  (Katsuhiro Honda, Ruixin Yang, Seiki Ubukata, Akira Notsu)....Pages 370-379
 Extracting Access Patterns with Hierarchical Latent Tree Analysis: An Empirical Study on an Undergraduate Programming Course  (Leonard K. M. Poon)....Pages 380-392
 Measuring Hotel Review Sentiment: An Aspect-Based Sentiment Analysis Approach  (Thang Tran, Hung Ba, Van-Nam Huynh)....Pages 393-405
 Factors Affecting Carbon Emissons in the G7 and BRICS Countries: Evidence from Quantile Regression  (Yefan Zhou, Jirakom Sirisrisakulchai, Jianxu Liu, Songsak Sriboonchitta)....Pages 406-417
Front Matter ....Pages 419-419
 Construction of Stable Hierarchy Organization from the Perspective of the Maximum Deng Entropy  (Bingyi Kang)....Pages 421-431
 Restricted Similarity Functions, Distances and Entropies with Intervals Using Total Orders  (Zdenko Takáč, Mária Minárová, Humberto Bustince, Javier Fernandez)....Pages 432-442
Back Matter ....Pages 443-444