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ORCIDIUKM 2020: Phuket, Thailand
- Van-Nam Huynh
, Tomoe Entani, Chawalit Jeenanunta, Masahiro Inuiguchi, Pisal Yenradee:
Integrated Uncertainty in Knowledge Modelling and Decision Making - 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11-13, 2020, Proceedings. Lecture Notes in Computer Science 12482, Springer 2020, ISBN 978-3-030-62508-5
Uncertainty Management and Decision Support
- Elif Garajová, Miroslav Rada, Milan Hladík:
Outcome Range Problem in Interval Linear Programming: An Exact Approach. 3-14 - Milan Hladík, Martin Cerný:
Weak and Strong Consistency of an Interval Comparison Matrix. 15-25 - Atsuya Suzuki, Tomoki Fukuba, Takayuki Shiina:
The Facility Location Problem with a Joint Probabilistic Constraint. 26-37 - Masahiro Inuiguchi, Issei Torisu:
The Advantage of Interval Weight Estimation over the Conventional Weight Estimation in AHP in Ranking Alternatives. 38-49 - Daniela Borissova, Magdalena Garvanova, Zornitsa Dimitrova, Andrea Pandulis, Ivan Garvanov:
Decision Support Framework for Composing of Different Questionnaires Based on Business Model with Optimization. 50-61 - Nawapon Nakharutai:
Algorithms for Generating Sets of Gambles for Decision Making with Lower Previsions. 62-71 - Sirapat Watakajaturaphon, Parkpoom Phetpradap:
PM 2.5 Problem in Chiang Mai, Thailand: The Application of Maximizing Expected Utility with Imbalanced Loss Functions. 72-83 - Sereyrotha Ken, Nophea Sasaki, Tomoe Entani, Takuji W. Tsusaka:
Identification of the Direct and Indirect Drivers of Deforestation and Forest Degradation in Cambodia. 84-95 - Ryusei Mikami, Tomoki Fukuba, Takayuki Shiina, Ken-ichi Tokoro:
Unit Commitment Problem in the Deregulated Market. 96-107 - Kwanjira Kaewfak, Veeris Ammarapala, Nantaporn Ratisoontorn:
Risk Impact Assessment and Prioritization in Multimodal Freight Transportation Systems. 108-121
Machine Learning
- Sema Kayapinar Kaya, Guillermo Navarro-Arribas, Vicenç Torra:
Dynamic Features Spaces and Machine Learning: Open Problems and Synthetic Data Sets. 125-136 - Duc-Vinh Vo, Anh Hoang, Van-Nam Huynh:
An Evidential Reasoning Framework for User Profiling Using Short Texts. 137-150 - Seiki Ubukata, Narihira Nodake, Akira Notsu, Katsuhiro Honda:
Basic Consideration of Co-Clustering Based on Rough Set Theory. 151-161 - Michal Cerný, Miroslav Rada, Ondrej Sokol:
Rank Estimators for Robust Regression: Approximate Algorithms, Exact Algorithms and Two-Stage Methods. 162-173 - Thanh-Phu Nguyen, Van-Nam Huynh:
A New Classification Technique Based on the Combination of Inner Evidence. 174-186 - Yasushi Nishida, Katsuhiro Honda:
SOM-Based Visualization of Potential Technical Solutions with Fuzzy Bag-of-Words Utilizing Multi-view Information. 187-198
Machine Learning Applications
- Nutchanon Siripool, Kraithep Sirisanwannakul, Waree Kongprawechnon, Prachumpong Dangsakul, Anuchit Leelayuttho, Sommai Chokrung, Jakkaphob Intha, Suthum Keerativittayanun, Jessada Karnjana:
Relative Humidity Estimation Based on Two Nested Kalman Filters with Bicubic Interpolation for Commercial Cultivation of Tropical Orchids. 201-212 - Kannapha Amaruchkul:
Customized Dynamic Pricing for Air Cargo Network via Reinforcement Learning. 213-224 - Heng Wang, Jianxu Liu, Songsak Sriboonchitta:
Analysis of the Determinants of CO2 Emissions: A Bayesian LASSO Approach. 225-237 - RuiLin Liur, Tomoe Entani:
Comparison Between Original Texts and Their Revisions to Improve Foreign Language Writing. 238-248 - Jirasak Ji, Warut Pannakkong, Pham Duc Tai, Chawalit Jeenanunta, Jirachai Buddhakulsomsiri:
Motion Time Study with Convolutional Neural Network. 249-258 - Asadang Tanatipuknon, Pakinee Aimmanee, Suthum Keerativittayanun, Jessada Karnjana:
Unsupervised Change Detection in Multi-temporal Satellite Images Based on Structural Patch Decomposition and k-means Clustering for Landslide Monitoring. 259-269 - Chukiat Chaiboonsri, Satawat Wannapan:
Nowcasting and Forecasting for Thailand's Macroeconomic Cycles Using Machine Learning Algorithms. 270-282
Econometric Applications
- Yangnan Cheng, Jianxu Liu, Mengjiao Wang, Songsak Sriboonchitta:
Dependence of Financial Institutions in China: An Analysis Based on FDG Copula Model. 285-296 - Anuphak Saosaovaphak, Chukiat Chaiboonsri, Satawat Wannapan:
Evaluation and Forecasting of Functional Port Technical Efficiency in ASEAN-4. 297-309 - Kanchana Chokethaworn, Chukiat Chaiboonsri, Satawat Wannapan:
A Spatial Analysis of International Tourism Demand Model: The Exploration of ASEAN Countries. 310-321 - Yefan Zhou, Jianxu Liu, Jirakom Sirisrisakulchai, Songsak Sriboonchitta:
Measurements of the Conditional Dependence Structure Among Carbon, Fossil Energy and Renewable Energy Prices: Vine Copula Based GJR-GARCH Model. 322-334 - Rujira Chaysiri, Chanrathanak Ngauv:
Prediction of Closing Stock Prices Using the Artificial Neural Network in the Market for Alternative Investment (MAI) of the Stock Exchange of Thailand (SET). 335-345 - Patcharee Maneerat, Sa-Aat Niwitpong, Pisit Nakjai:
Estimating Fish Dispersal Using Interval Estimations for the Single Variance of a Delta-Lognormal Distribution. 346-357
Statistical Methods
- Warisa Thangjai, Sa-Aat Niwitpong, Suparat Niwitpong:
Bayesian Confidence Intervals for Means of Normal Distributions with Unknown Coefficients of Variation. 361-371 - Wasana Chankham, Sa-Aat Niwitpong, Suparat Niwitpong:
Confidence Intervals for the Difference Between the Coefficients of Variation of Inverse Gaussian Distributions. 372-383 - Wararit Panichkitkosolkul, Kamon Budsaba:
Methods for Testing the Difference Between Two Signal-to-Noise Ratios of Log-Normal Distributions. 384-395 - Wisunee Puggard, Sa-Aat Niwitpong, Suparat Niwitpong:
Generalized Confidence Interval of the Ratio of Coefficients of Variation of Birnbaum-Saunders Distribution. 396-406 - Theerapong Kaewprasert, Sa-Aat Niwitpong, Suparat Niwitpong:
Confidence Interval for Coefficient of Variation of Inverse Gamma Distributions. 407-418 - Sunisa Junnumtuam, Sa-Aat Niwitpong, Suparat Niwitpong:
The Bayesian Confidence Interval for the Mean of the Zero-Inflated Poisson Distribution. 419-430
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