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