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IUKM 2016: Da Nang, Vietnam
- Van-Nam Huynh, Masahiro Inuiguchi, Bac Le, Bao Nguyen Le, Thierry Denoeux:
Integrated Uncertainty in Knowledge Modelling and Decision Making - 5th International Symposium, IUKM 2016, Da Nang, Vietnam, November 30 - December 2, 2016, Proceedings. Lecture Notes in Computer Science 9978, 2016, ISBN 978-3-319-49045-8
Invited Papers
- Hung T. Nguyen:
On Evidential Measures of Support for Reasoning with Integrated Uncertainty: A Lesson from the Ban of P-values in Statistical Inference. 3-15 - Katsuhiro Honda:
Fuzzy Co-Clustering and Application to Collaborative Filtering. 16-23 - Thierry Denoeux
, Orakanya Kanjanatarakul:
Evidential Clustering: A Review. 24-35
Uncertainty Management and Decision Support
- Masahiro Inuiguchi:
Non-uniqueness of Interval Weight Vector to Consistent Interval Pairwise Comparison Matrix and Logarithmic Estimation Methods. 39-50 - Radim Jirousek, Lucie Váchová:
Sequential Decision Process Supported by a Compositional Model. 51-63 - Zengchang Qin, Tao Wan, Hanqing Zhao:
A Theory of Modeling Semantic Uncertainty in Label Representation. 64-75 - Hong-Bin Yan:
A Probability Based Approach to Evaluation of New Energy Alternatives. 76-88 - Thibhadha Saraprang, Phantipa Thipwiwatpotjana:
Minimax Regret Relaxation Procedure of Expected Recourse Problem with Vectors of Uncertainty. 89-98 - Tomoe Entani:
Bottom Up Review of Criteria in Hierarchically Structured Decision Problem. 99-109 - Hong-Bin Yan, Shaojing Cai, Ming Li:
A Two-Stage Fuzzy Quality Function Deployment Model for Service Design. 110-123 - Tanarat Rattanadamrongaksorn
Usages of Fuzzy Returns on Markowitz's Portfolio Selection. 124-135 - Jirakom Sirisrisakulchai
A Flood Risk Assessment Based on Maximum Flow Capacity of Canal System. 136-148
Soft Clustering and Classification
- Sadaaki Miyamoto, Yoshiyuki Komazaki, Yasunori Endo:
Generalizations of Fuzzy c-Means and Fuzzy Classifiers. 151-162 - Vu-Linh Nguyen, Sébastien Destercke
Partial Data Querying Through Racing Algorithms. 163-174 - Takafumi Goshima, Katsuhiro Honda, Seiki Ubukata
Fuzzy DA Clustering-Based Improvement of Probabilistic Latent Semantic Analysis. 175-184 - Takaya Nakano, Katsuhiro Honda, Seiki Ubukata
Exclusive Item Partition with Fuzziness Tuning in MMMs-Induced Fuzzy Co-clustering. 185-194 - Warut Pannakkong
A Hybrid Model of ARIMA, ANNs and k-Means Clustering for Time Series Forecasting. 195-206 - Seiki Ubukata
The Rough Membership k-Means Clustering. 207-216 - Vo Thanh Vinh
Instance Reduction for Time Series Classification by Exploiting Representative Characteristics using k-means. 217-229 - Jaeyoung Kim, Hung Nguyen Ngoc, Jongmyon Kim:
A New Fault Classification Scheme Using Vibration Signal Signatures and the Mahalanobis Distance. 230-241
Machine Learning for Social Media Analytics
- Wei Ou, Anh-Cuong Le
Estimating Asymmetric Product Attribute Weights in Review Mining. 245-254 - Ngoc-Khuong Nguyen, Anh-Cuong Le
Deep Bi-directional Long Short-Term Memory Neural Networks for Sentiment Analysis of Social Data. 255-268 - Xuan-Huy Nguyen, Le-Minh Nguyen
Linguistic Features and Learning to Rank Methods for Shopping Advice. 269-279 - Sabrine Mallek
An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks. 280-292 - Panida Songram
Detecting Thai Messages Leading to Deception on Facebook. 293-304 - Van-Tu Nguyen, Anh-Cuong Le
Answer Validation for Question Answering Systems by Using External Resources. 305-316 - Bao Nguyen Le
Optimizing Selection of PZMI Features Based on MMAS Algorithm for Face Recognition of the Online Video Contextual Advertisement User-Oriented System. 317-330 - Tung Le
Phrase-Based Compressive Summarization for English-Vietnamese. 331-342 - Duc-Man Nguyen
Improve the Performance of Mobile Applications Based on Code Optimization Techniques Using PMD and Android Lint. 343-356
Biomedical and Image Applications
- Tuan Nha Hoang, Tien-Tuan Dao
Clustering of Children with Cerebral Palsy with Prior Biomechanical Knowledge Fused from Multiple Data Sources. 359-370 - Maxime Yochum
Co-Simulation of Electrical and Mechanical Models of the Uterine Muscle. 371-380 - Maxime Yochum
Computing EHG Signals from a Realistic 3D Uterus Model: A Method to Adapt a Planar Volume Conductor. 381-388 - Vikrant Bhateja, Abhishek N. Tripathi
Ant Colony Optimization Based Anisotropic Diffusion Approach for Despeckling of SAR Images. 389-396 - My Kieu, Khai Dinh Lai, Tran Duc Tam, Thai Hoang Le
A Fusion of Bag of Word Model and Hierarchical K-Means++ in Image Retrieval. 397-408 - Viet Tra, Md. Sharif Uddin, Jaeyoung Kim, Cheol Hong Kim, Jongmyon Kim:
Accelerating Envelope Analysis-Based Fault Diagnosis Using a General-Purpose Graphics Processing Unit. 409-420 - Thummarat Boonrod
The Marker Detection from Product Logo for Augmented Reality Technology. 421-432
Data Mining and Application
- Minh Nguyen Quang, Ut Huynh, Tai Dinh
An Approach to Decrease Execution Time and Difference for Hiding High Utility Sequential Patterns. 435-446 - Ngoc Sy Ngo, Binh Thanh Nguyen:
Modeling Global-scale Data Marts Based on Federated Data Warehousing Application Framework. 447-456 - Ildar Z. Batyrshin, Thongchai Dumrongpokaphan, Vladik Kreinovich, Olga Kosheleva:
How to Select an Appropriate Similarity Measure: Towards a Symmetry-Based Approach. 457-468 - Somsak Chanaim
A Convex Combination Method for Linear Regression with Interval Data. 469-480 - Pathairat Pastpipatkul, Nisit Panthamit, Woraphon Yamaka
A Copula-Based Markov Switching Seemingly Unrelated Regression Approach for Analysis the Demand and Supply on Sugar Market. 481-492 - Pathairat Pastpipatkul, Paravee Maneejuk
The Best Copula Modeling of Dependence Structure Among Gold, Oil Prices, and U.S. Currency. 493-507 - Krit Lattayaporn, Jianxu Liu
Modeling and Forecasting Interdependence of the ASEAN-5 Stock Markets and the US, Japan and China. 508-519
Statistical Methods
- Songsak Sriboonchitta, Vladik Kreinovich, Olga Kosheleva, Hung T. Nguyen:
Need for Most Accurate Discrete Approximations Explains Effectiveness of Statistical Methods Based on Heavy-Tailed Distributions. 523-531 - Son Phuc Nguyen, Uyen Hoang Pham, Thien Dinh Nguyen, Hoa Thanh Le:
A New Method for Hypothesis Testing Using Inferential Models with an Application to the Changepoint Problem. 532-541 - Patarawan Sangnawakij, Sa-Aat Niwitpong, Suparat Niwitpong:
Confidence Intervals for the Ratio of Coefficients of Variation in the Two-Parameter Exponential Distributions. 542-551 - Warisa Thangjai, Sa-Aat Niwitpong, Suparat Niwitpong:
Simultaneous Fiducial Generalized Confidence Intervals for All Differences of Coefficients of Variation of Log-Normal Distributions. 552-561 - Narudee Smithpreecha, Sa-Aat Niwitpong, Suparat Niwitpong:
Confidence Intervals for Common Variance of Normal Distributions. 562-573 - Sukritta Sodanin, Sa-Aat Niwitpong, Suparat Niwitpong:
Confidence Intervals for Common Mean of Normal Distributions with Known Coefficient of Variation. 574-585 - Kongliang Zhu, Woraphon Yamaka
Pair Trading Rule with Switching Regression GARCH Model. 586-598
Econometric Applications
- Tanaporn Tungtrakul, Natthaphat Kingnetr, Songsak Sriboonchitta:
An Empirical Confirmation of the Superior Performance of MIDAS over ARIMAX. 601-611 - Methas Rattanasorn, Jianxu Liu
Modelling Co-movement and Portfolio Optimization of Gold and Global Major Currencies. 612-623 - Chatchai Khiewngamdee, Woraphon Yamaka
Does Asian Credit Default Swap Index Improve Portfolio Performance? 624-636 - Phachongchit Tibprasorn, Somsak Chanaim
A Copula-Based Stochastic Frontier Model and Efficiency Analysis: Evidence from Stock Exchange of Thailand. 637-648 - Paravee Maneejuk
Economic Growth and Income Inequality: Evidence from Thailand. 649-663 - Pathairat Pastpipatkul, Petchaluck Boonyakunakorn, Songsak Sriboonchitta:
Thailand's Export and ASEAN Economic Integration: A Gravity Model with State Space Approach. 664-674 - Roengchai Tansuchat, Paravee Maneejuk
Volatility Hedging Model for Precious Metal Futures Returns. 675-688 - Thi Thuong Vu, Chon Van Le
What Firms Must Pay Bribes and How Much? An Empirical Study of Small and Medium Enterprises in Vietnam. 689-700 - Varith Pipitpojanakarn, Paravee Maneejuk
Analysis of Agricultural Production in Asia and Measurement of Technical Efficiency Using Copula-Based Stochastic Frontier Quantile Model. 701-714 - Hung The Nguyen, Tung Nguyen:
Statistical and ANN Approaches in Credit Rating for Vietnamese Corporate: A Comparative Empirical Study. 715-726
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