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ORCIDIUKM 2018: Hanoi, Vietnam
- Van-Nam Huynh, Masahiro Inuiguchi, Dang Hung Tran, Thierry Denoeux:
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, Springer 2018, ISBN 978-3-319-75428-4
Uncertainty Management and Decision Support
- Christian G. Fermüller:
A Granularity Approach to Vague Quantification. 3-14 - Thi Lan Pham, Cam Ha Ho, Cat Ho Nguyen
:
Linguistic Summarization Based on the Inherent Semantics of Linguistic Words. 15-26 - Francisco Zapata, Olga Kosheleva, Vladik Kreinovich, Thongchai Dumrongpokaphan:
Do It Today or Do It Tomorrow: Empirical Non-exponential Discounting Explained by Symmetry Ideas. 27-38 - Bingyi Kang, Yong Deng:
Estimation of Interval Probability Distribution in Categorical Data Using Maximum Entropy. 39-47 - Tomoe Entani:
Measuring Efficiency Intervals in Multiple Groups with Privacy Concerns. 48-59 - Masahiro Inuiguchi:
An Evidence Theoretic Approach to Interval Analytic Hierarchy Process. 60-71
Clustering and Classification
- Sadaaki Miyamoto, Van-Nam Huynh, Shuhei Fujiwara:
Methods for Clustering Categorical and Mixed Data: An Overview and New Algorithms. 75-86 - Chonghui Guo, Zhenna Na, Leilei Sun, Xiaoguang Chen:
An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis. 87-100 - Yoshifumi Kusunoki, Keiji Tatsumi:
A Multi-class Support Vector Machine Based on Geometric Margin Maximization. 101-113 - Thanh-Phu Nguyen, Mina Ryoke, Van-Nam Huynh:
A New Context-Based Similarity Measure for Categorical Data Using Information Theory. 114-125 - Yoshiki Mashima, Kazuhiro Takeuchi:
Vector Representation of Abstract Program Tree for Assessing Algorithm Variety for the Same Purpose. 126-137 - Takuya Okada, Kazuhiro Takeuchi:
Comparing Sparse Autoencoders for Acquisition of More Robust Bases in Handwritten Characters. 138-149
Machine Learning Applications
- Thanh Trung Giang, Thanh-Phuong Nguyen, Tran Quoc Vinh Nguyen, Dang Hung Tran:
fMKL-DR: A Fast Multiple Kernel Learning Framework with Dimensionality Reduction. 153-165 - Khuong Nguyen-Ngoc, Anh-Cuong Le, Viet-Ha Nguyen:
An Attention-Based Long-Short-Term-Memory Model for Paraphrase Generation. 166-178 - Van-Tu Nguyen, Anh-Cuong Le:
Deep Neural Network-Based Models for Ranking Question - Answering Pairs in Community Question Answering Systems. 179-190 - Phuc H. Duong, Hien T. Nguyen, Duy D. Nguyen, Hao T. Do:
A Hybrid Approach to Answer Selection in Question Answering Systems. 191-202 - Nhat-Vinh Lu, Van-Nam Huynh, Takaya Yuizono, Trung-Ky Nguyen:
Sensory Quality Assessment of Food Using Active Learning. 203-213 - Thi-Hoang-Yen Le, Thuong-Cang Phan, Anh-Cang Phan:
Big Data Driven Architecture for Medical Knowledge Management Systems in Intracranial Hemorrhage Diagnosis. 214-225 - Van-Binh Dinh, Benoit Delinchant, Frédéric Wurtz, Hoang-Anh Dang:
Building Modelling Methodology Combined to Robust Identification for the Temperature Prediction of a Thermal Zone in a Multi-zone Building. 226-237 - Chenhao Fang, Tieju Ma:
Technology Adoption Optimization with Heterogeneous Agents and Carbon Emission Trading Mechanism. 238-249
Statistical Methods
- Son Phuc Nguyen, Uyen Hoang Pham, Thien Dinh Nguyen:
On a Generalized Method of Combining Predictive Distributions for Stock Market Index. 253-263 - Kittawit Autchariyapanitkul, Olga Kosheleva, Vladik Kreinovich, Songsak Sriboonchitta:
Quantum Econometrics: How to Explain Its Quantitative Successes and How the Resulting Formulas Are Related to Scale Invariance, Entropy, and Fuzziness. 264-275 - Benchawanaree Chodchuangnirun, Kongliang Zhu, Woraphon Yamaka:
Pairs Trading via Nonlinear Autoregressive GARCH Models. 276-288 - Benchawanaree Chodchuangnirun, Woraphon Yamaka, Chatchai Khiewngamdee:
A Regime Switching for Dynamic Conditional Correlation and GARCH: Application to Agricultural Commodity Prices and Market Risks. 289-301 - Roengchai Tansuchat, Paravee Maneejuk:
Modeling Dependence with Copulas: Are Real Estates and Tourism Associated? 302-311 - Paravee Maneejuk, Woraphon Yamaka, Songsak Sriboonchitta:
A Markov-Switching Model with Mixture Distribution Regimes. 312-323 - Quanrui Song, Songsak Sriboonchitta, Somsak Chanaim, Chongkolnee Rungruang:
Estimation of Volatility on the Small Sample with Generalized Maximum Entropy. 324-334 - Tanarat Rattanadamrongaksorn, Duangthip Sirikanchanarak, Jirakom Sirisrisakulchai, Songsak Sriboonchitta:
Estimating and Predicting Financial Series by Entropy-Based Inferential Model. 335-346
Econometric Applications
- Arisara Romyen, Jianxu Liu, Songsak Sriboonchitta:
Impact of Trade Liberalization on Economic Growth in ASEAN: Copula-Based Seemingly Unrelated Regression Model. 349-360 - Panida Fanpaeng, Woraphon Yamaka, Roengchai Tansuchat:
Investigating Dynamic Correlation in the International Implied Volatility Indexes. 361-372 - Roengchai Tansuchat, Woraphon Yamaka:
Markov-Switching ARDL Modeling of Parboiled Rice Import Demand from Thailand. 373-384 - Chatchai Khiewngamdee, Quanrui Song, Somsak Chanaim:
The Role of Agricultural Commodity Prices in a Portfolio. 385-396 - Jakkreeporn Sannork, Aree Wiboonpongse, Tzong-Ru Lee:
Assessing Consumers' Perceptions of Packaging Attributes and Packaging Label of Community's 'Green' Chili (Pepper) Products in Thailand. 397-407 - Saowaluk Duangin, Woraphon Yamaka, Jirakom Sirisrisakulchai, Songsak Sriboonchitta:
Macroeconomic News Announcement and Thailand Stock Market. 408-419 - Satawat Wannapan, Pattaravadee Rakpuang, Chukiat Chaiboonsri:
The Optimizing Algorithm for Economic Cycles in ASEAN Stock Indexes. 420-432 - Nisara Wongutai, Woraphon Yamaka, Roengchai Tansuchat:
European Real Estate Risk and Spillovers: Regime Switching Approach. 433-444 - Saowaluk Duangin, Woraphon Yamaka, Jirakom Sirisrisakulchai, Songsak Sriboonchitta:
Volatility Jump Detection in Thailand Stock Market. 445-456 - Petchaluck Boonyakunakorn, Pathairat Pastpipatkul, Songsak Sriboonchitta:
Thai Export Efficiency in AFTA: Copula-Based Gravity Stochastic Frontier Model with Autocorrelated Inefficiency. 457-466 - Kewalin Somboon, Chukiat Chaiboonsri, Songsak Sriboonchitta:
Efficiency Analysis of Natural Rubber Production in ASEAN: The Comparison of Panel DEA and Bootstrapping Panel DEA Analysis Based Decision on Copula Approach. 467-476
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