Integrated Uncertainty in Knowledge Modelling and Decision Making : 7th International Symposium, IUKM 2019, Nara, Japan, March 27-29, 2019, Proceedings /
Integrated Uncertainty in Knowledge Modelling and Decision Making : 7th International Symposium, IUKM 2019, Nara, Japan, March 27-29, 2019, Proceedings /
IUKM 2019
Hirosato Seki, Canh Hao Nguyen, Van-Nam Huynh, Masahiro Inuiguchi (eds.).
- 1 online resource (xx, 444 pages) : illustrations (some color)
- Lecture notes in artificial intelligence Lecture notes in computer science ; 11471 LNCS sublibrary. SL 7, Artificial intelligence .
- Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science ; 11471. LNCS sublibrary. SL 7, Artificial intelligence. .
International conference proceedings. Includes author index.
Uncertainty management and decision support: Scientometric indices based on integrals and their adaptation in different domains / Normalization of multiple efficiency intervals by interval data envelopment analysis from different frameworks / Overtime assignment and job satisfaction in noise-safe job rotation scheduling / Ambiguity measures for preference-based decision viewpoints / Logics of dominance for reasoning about multi-criteria decisions / GY MEDIC : analysis and rehabilitation system for patients with facial paralysis / Revealed preference for network design in bilevel linear programming / Rule induction based on rough sets from probabilistic data tables / Probability-based approach explains (and even improves) heuristic formulas of defuzzification / Three valued representation of opinions in affective design / Sampling strategies for fuzzy RANSAC algorithm based on reinforcement learning / Interpretation of variable consistency dominance-based rough set approach by minimization of asymmetric loss function / Andrea Stupňanová -- Tomoe Entani and Miho Isobe -- Pavinee Rerkjirattikal and Sun Olapiriyakul -- Camilo Franco, J. Tinguaro Rodríguez, Javier Montero, Daniel Gómez, and Ronald R. Yager -- Tuan-Fang Fan and Churn-Jung Liau -- Gissela M. Guanoluisa, Jimmy A. Pilatasig, and Víctor H. Andaluz -- Puchit Sariddichainunta and Masahiro Inuiguchi -- Michinori Nakata and Hiroshi Sakai -- Christian Servin, Olga Kosheleva, and Vladik Kreinovich -- Jonathan Lawry, Van-Nam Huynh, and Chris McMahon -- Toshihiko Watanabe -- Yoshifumi Kusunoki, Jerzy Błaszczyński, Masahiro Inuiguchi, and Roman Słowiński. [I]. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. Econometrics: An econometric study of inbound tourism demand in Hong Kong, Macao and Taiwan : a case study of mainland China / The dependence structure and portfolio optimization in economic cycles : an application in ASEAN stock market / Hedging benefit of safe-haven gold in terms of co-skewness and covariance in stock market / Markov switching beta-skewed-t EGARCH / Building fuzzy Levy-GJR-GARCH American option pricing model / Nonlinear dependence structure in emerging and advanced stock markets / Mean absolute deviation portfolio frontiers with interval-valued returns / The impact of economic growth, energy consumption and trade openness on carbon emissions : an empirical analysis in China / Bing Yang, Jianxu Liu, and Songsak Sriboonchitta -- Jittima Singvejsakul, Chukiat Chaiboonsri, and Songsak Sriboonchitta -- Sukrit Thongkairat, Woraphon Yamaka, and Songsak Sriboonchitta -- Woraphon Yamaka, Paravee Maneejuk, and Songsak Sriboonchitta -- Huiming Zhang and Junzo Watada -- Roengchai Tansuchat and Woraphon Yamaka -- Songkomkrit Chaiyakan and Phantipa Thipwiwatpotjana -- Jianxu Liu, Zihe Li, Changrui Dong, and Songsak Sriboonchitta. [II]. 13. 14. 15. 16. 17. 18. 19. 20. Machine learning: NIS-apriori algorithm with a target descriptor for handling rules supported by minor instances / Utilization of imprecise rules for privacy protection / Approximate multiobjective multiclass support vector machine restricting classifier candidates based on k-means clustering / Generative cooperative net for image generation and data augmentation / Optimal classifier parameter status selection based on Bayes boundary-ness for multi-prototype and multi-layer perceptron classifiers / Averaged logits : a weakly-supervised approach to use ratings to train sentence-level sentiment classifiers / Convolutional neural networks with interpretable kernels / Hiroshi Sakai, Kao-Yi Shen, and Michinori Nakata -- Masahiro Inuiguchi and Keisuke Washimi -- Keiji Tatsumi, Takahumi Sugimoto, and Yoshifumi Kusunoki -- Qiangeng Xu, Zengchang Qin, and Tao Wan -- Yuya Tomotoshi, David Ha, Emilie Delattre, Hideyuki Watanabe, Xugang Lu, Shigeru Katagiri, and Miho Ohsaki -- Xiaoyu Tang, Wei Ou, and Van-Nam Huynh -- Vojtech Molek and Irina Perfilieva. [III]. 21. 22. 23. 24. 25. 26. 27. Machine learning applications: Ties between mined structural patterns in program and their identifier names / Big data and machine learning for economic cycle prediction : application of Thailand's economy / A comparative study on SOM-based visualization of potential technical solutions using fuzzy bag-of-words and co-occurrence probability of technical words / Fuzzy co-clustering for categorization of subjects in questionnaire considering responsibility of each question / Extracting access patterns with hierarchical latent tree analysis : an empirical study on an undergraduate programming course / Measuring hotel review sentiment : an aspect-based sentiment analysis approach / Factors affecting carbon emissions in the G7 and BRICS countries : evidence from quantile regression / Yoshiki Mashima, Sachio Hirokawa, and Kazuhiro Takeuchi -- Chukiat Chaiboonsri and Satawat Wannapan -- Yasushi Nishida and Katsuhiro Honda -- Katsuhiro Honda, Ruixin Yang, Seiki Ubukata, and Akira Notsu -- Leonard K.M. Poon -- Thang Tran, Hung Ba, and Van-Nam Huynh -- Yefan Zhou, Jirakom Sirisrisakulchai, Jianxu Liu, and Songsak Sriboonchitta. [IV]. 28. 29. 30. 31. 32. 33. 34. Statistical methods: Construction of stable hierarchy organization from the perspective of the maximum Deng entropy / Restricted similarity functions, distances and entropies with intervals using total orders / Bingyi Kang -- Zdenko Takáč, Mária Minárová, Humberto Bustince, and Javier Fernandez. [V]. 35. 36.
This book constitutes the refereed proceedings of the 7th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2019, held in Nara, Japan, in March 2019. The 37 revised full papers presented were carefully reviewed and selected from 93 submissions. The papers deal with all aspects of uncertainty modelling and management and are organized in topical sections on uncertainty management and decision support; econometrics; machine learning; machine learning applications; and statistical methods.
9783030148157 3030148157 3030148149 9783030148140 9783030148164 3030148165
10.1007/978-3-030-14815-7 doi 10.1007/978-3-030-14
com.springer.onix.9783030148157 Springer Nature
GBB958000 bnb
019312451 Uk
Uncertainty (Information theory)--Congresses.
Incertitude (Théorie de l'information)--Congrès.
Uncertainty (Information theory)
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q375 / .I95 2019eb
003/.54
International conference proceedings. Includes author index.
Uncertainty management and decision support: Scientometric indices based on integrals and their adaptation in different domains / Normalization of multiple efficiency intervals by interval data envelopment analysis from different frameworks / Overtime assignment and job satisfaction in noise-safe job rotation scheduling / Ambiguity measures for preference-based decision viewpoints / Logics of dominance for reasoning about multi-criteria decisions / GY MEDIC : analysis and rehabilitation system for patients with facial paralysis / Revealed preference for network design in bilevel linear programming / Rule induction based on rough sets from probabilistic data tables / Probability-based approach explains (and even improves) heuristic formulas of defuzzification / Three valued representation of opinions in affective design / Sampling strategies for fuzzy RANSAC algorithm based on reinforcement learning / Interpretation of variable consistency dominance-based rough set approach by minimization of asymmetric loss function / Andrea Stupňanová -- Tomoe Entani and Miho Isobe -- Pavinee Rerkjirattikal and Sun Olapiriyakul -- Camilo Franco, J. Tinguaro Rodríguez, Javier Montero, Daniel Gómez, and Ronald R. Yager -- Tuan-Fang Fan and Churn-Jung Liau -- Gissela M. Guanoluisa, Jimmy A. Pilatasig, and Víctor H. Andaluz -- Puchit Sariddichainunta and Masahiro Inuiguchi -- Michinori Nakata and Hiroshi Sakai -- Christian Servin, Olga Kosheleva, and Vladik Kreinovich -- Jonathan Lawry, Van-Nam Huynh, and Chris McMahon -- Toshihiko Watanabe -- Yoshifumi Kusunoki, Jerzy Błaszczyński, Masahiro Inuiguchi, and Roman Słowiński. [I]. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. Econometrics: An econometric study of inbound tourism demand in Hong Kong, Macao and Taiwan : a case study of mainland China / The dependence structure and portfolio optimization in economic cycles : an application in ASEAN stock market / Hedging benefit of safe-haven gold in terms of co-skewness and covariance in stock market / Markov switching beta-skewed-t EGARCH / Building fuzzy Levy-GJR-GARCH American option pricing model / Nonlinear dependence structure in emerging and advanced stock markets / Mean absolute deviation portfolio frontiers with interval-valued returns / The impact of economic growth, energy consumption and trade openness on carbon emissions : an empirical analysis in China / Bing Yang, Jianxu Liu, and Songsak Sriboonchitta -- Jittima Singvejsakul, Chukiat Chaiboonsri, and Songsak Sriboonchitta -- Sukrit Thongkairat, Woraphon Yamaka, and Songsak Sriboonchitta -- Woraphon Yamaka, Paravee Maneejuk, and Songsak Sriboonchitta -- Huiming Zhang and Junzo Watada -- Roengchai Tansuchat and Woraphon Yamaka -- Songkomkrit Chaiyakan and Phantipa Thipwiwatpotjana -- Jianxu Liu, Zihe Li, Changrui Dong, and Songsak Sriboonchitta. [II]. 13. 14. 15. 16. 17. 18. 19. 20. Machine learning: NIS-apriori algorithm with a target descriptor for handling rules supported by minor instances / Utilization of imprecise rules for privacy protection / Approximate multiobjective multiclass support vector machine restricting classifier candidates based on k-means clustering / Generative cooperative net for image generation and data augmentation / Optimal classifier parameter status selection based on Bayes boundary-ness for multi-prototype and multi-layer perceptron classifiers / Averaged logits : a weakly-supervised approach to use ratings to train sentence-level sentiment classifiers / Convolutional neural networks with interpretable kernels / Hiroshi Sakai, Kao-Yi Shen, and Michinori Nakata -- Masahiro Inuiguchi and Keisuke Washimi -- Keiji Tatsumi, Takahumi Sugimoto, and Yoshifumi Kusunoki -- Qiangeng Xu, Zengchang Qin, and Tao Wan -- Yuya Tomotoshi, David Ha, Emilie Delattre, Hideyuki Watanabe, Xugang Lu, Shigeru Katagiri, and Miho Ohsaki -- Xiaoyu Tang, Wei Ou, and Van-Nam Huynh -- Vojtech Molek and Irina Perfilieva. [III]. 21. 22. 23. 24. 25. 26. 27. Machine learning applications: Ties between mined structural patterns in program and their identifier names / Big data and machine learning for economic cycle prediction : application of Thailand's economy / A comparative study on SOM-based visualization of potential technical solutions using fuzzy bag-of-words and co-occurrence probability of technical words / Fuzzy co-clustering for categorization of subjects in questionnaire considering responsibility of each question / Extracting access patterns with hierarchical latent tree analysis : an empirical study on an undergraduate programming course / Measuring hotel review sentiment : an aspect-based sentiment analysis approach / Factors affecting carbon emissions in the G7 and BRICS countries : evidence from quantile regression / Yoshiki Mashima, Sachio Hirokawa, and Kazuhiro Takeuchi -- Chukiat Chaiboonsri and Satawat Wannapan -- Yasushi Nishida and Katsuhiro Honda -- Katsuhiro Honda, Ruixin Yang, Seiki Ubukata, and Akira Notsu -- Leonard K.M. Poon -- Thang Tran, Hung Ba, and Van-Nam Huynh -- Yefan Zhou, Jirakom Sirisrisakulchai, Jianxu Liu, and Songsak Sriboonchitta. [IV]. 28. 29. 30. 31. 32. 33. 34. Statistical methods: Construction of stable hierarchy organization from the perspective of the maximum Deng entropy / Restricted similarity functions, distances and entropies with intervals using total orders / Bingyi Kang -- Zdenko Takáč, Mária Minárová, Humberto Bustince, and Javier Fernandez. [V]. 35. 36.
This book constitutes the refereed proceedings of the 7th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2019, held in Nara, Japan, in March 2019. The 37 revised full papers presented were carefully reviewed and selected from 93 submissions. The papers deal with all aspects of uncertainty modelling and management and are organized in topical sections on uncertainty management and decision support; econometrics; machine learning; machine learning applications; and statistical methods.
9783030148157 3030148157 3030148149 9783030148140 9783030148164 3030148165
10.1007/978-3-030-14815-7 doi 10.1007/978-3-030-14
com.springer.onix.9783030148157 Springer Nature
GBB958000 bnb
019312451 Uk
Uncertainty (Information theory)--Congresses.
Incertitude (Théorie de l'information)--Congrès.
Uncertainty (Information theory)
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q375 / .I95 2019eb
003/.54