Integrated Uncertainty in Knowledge Modelling and Decision Making: 5th International Symposium, IUKM 2016, Da Nang, Vietnam, November 30- December 2, 2016, Proceedings

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
On Evidential Measures of Support for Reasoning with Integrated Uncertainty: A Lesson from the Ban of P-values in Statistical Inference....Pages 3-15
Fuzzy Co-Clustering and Application to Collaborative Filtering....Pages 16-23
Evidential Clustering: A Review....Pages 24-35
Front Matter....Pages 37-37
Non-uniqueness of Interval Weight Vector to Consistent Interval Pairwise Comparison Matrix and Logarithmic Estimation Methods....Pages 39-50
Sequential Decision Process Supported by a Compositional Model....Pages 51-63
A Theory of Modeling Semantic Uncertainty in Label Representation....Pages 64-75
A Probability Based Approach to Evaluation of New Energy Alternatives....Pages 76-88
Minimax Regret Relaxation Procedure of Expected Recourse Problem with Vectors of Uncertainty....Pages 89-98
Bottom Up Review of Criteria in Hierarchically Structured Decision Problem....Pages 99-109
A Two-Stage Fuzzy Quality Function Deployment Model for Service Design....Pages 110-123
Usages of Fuzzy Returns on Markowitz’s Portfolio Selection....Pages 124-135
A Flood Risk Assessment Based on Maximum Flow Capacity of Canal System....Pages 136-148
Front Matter....Pages 149-149
Generalizations of Fuzzy c-Means and Fuzzy Classifiers....Pages 151-162
Partial Data Querying Through Racing Algorithms....Pages 163-174
Fuzzy DA Clustering-Based Improvement of Probabilistic Latent Semantic Analysis....Pages 175-184
Exclusive Item Partition with Fuzziness Tuning in MMMs-Induced Fuzzy Co-clustering....Pages 185-194
A Hybrid Model of ARIMA, ANNs and k-Means Clustering for Time Series Forecasting....Pages 195-206
The Rough Membership k-Means Clustering....Pages 207-216
Instance Reduction for Time Series Classification by Exploiting Representative Characteristics using k-means....Pages 217-229
A New Fault Classification Scheme Using Vibration Signal Signatures and the Mahalanobis Distance....Pages 230-241
Front Matter....Pages 243-243
Estimating Asymmetric Product Attribute Weights in Review Mining....Pages 245-254
Deep Bi-directional Long Short-Term Memory Neural Networks for Sentiment Analysis of Social Data....Pages 255-268
Linguistic Features and Learning to Rank Methods for Shopping Advice....Pages 269-279
An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks....Pages 280-292
Detecting Thai Messages Leading to Deception on Facebook....Pages 293-304
Answer Validation for Question Answering Systems by Using External Resources....Pages 305-316
Optimizing Selection of PZMI Features Based on MMAS Algorithm for Face Recognition of the Online Video Contextual Advertisement User-Oriented System....Pages 317-330
Phrase-Based Compressive Summarization for English-Vietnamese....Pages 331-342
Improve the Performance of Mobile Applications Based on Code Optimization Techniques Using PMD and Android Lint....Pages 343-356
Front Matter....Pages 357-357
Clustering of Children with Cerebral Palsy with Prior Biomechanical Knowledge Fused from Multiple Data Sources....Pages 359-370
Co-Simulation of Electrical and Mechanical Models of the Uterine Muscle....Pages 371-380
Computing EHG Signals from a Realistic 3D Uterus Model: A Method to Adapt a Planar Volume Conductor....Pages 381-388
Ant Colony Optimization Based Anisotropic Diffusion Approach for Despeckling of SAR Images....Pages 389-396
A Fusion of Bag of Word Model and Hierarchical K-Means++ in Image Retrieval....Pages 397-408
Accelerating Envelope Analysis-Based Fault Diagnosis Using a General-Purpose Graphics Processing Unit....Pages 409-420
The Marker Detection from Product Logo for Augmented Reality Technology....Pages 421-432
Front Matter....Pages 433-433
An Approach to Decrease Execution Time and Difference for Hiding High Utility Sequential Patterns....Pages 435-446
Modeling Global-scale Data Marts Based on Federated Data Warehousing Application Framework....Pages 447-456
How to Select an Appropriate Similarity Measure: Towards a Symmetry-Based Approach....Pages 457-468
A Convex Combination Method for Linear Regression with Interval Data....Pages 469-480
Front Matter....Pages 433-433
A Copula-Based Markov Switching Seemingly Unrelated Regression Approach for Analysis the Demand and Supply on Sugar Market....Pages 481-492
The Best Copula Modeling of Dependence Structure Among Gold, Oil Prices, and U.S. Currency....Pages 493-507
Modeling and Forecasting Interdependence of the ASEAN-5 Stock Markets and the US, Japan and China....Pages 508-519
Front Matter....Pages 521-521
Need for Most Accurate Discrete Approximations Explains Effectiveness of Statistical Methods Based on Heavy-Tailed Distributions....Pages 523-531
A New Method for Hypothesis Testing Using Inferential Models with an Application to the Changepoint Problem....Pages 532-541
Confidence Intervals for the Ratio of Coefficients of Variation in the Two-Parameter Exponential Distributions....Pages 542-551
Simultaneous Fiducial Generalized Confidence Intervals for All Differences of Coefficients of Variation of Log-Normal Distributions....Pages 552-561
Confidence Intervals for Common Variance of Normal Distributions....Pages 562-573
Confidence Intervals for Common Mean of Normal Distributions with Known Coefficient of Variation....Pages 574-585
Pair Trading Rule with Switching Regression GARCH Model....Pages 586-598
Front Matter....Pages 599-599
An Empirical Confirmation of the Superior Performance of MIDAS over ARIMAX....Pages 601-611
Modelling Co-movement and Portfolio Optimization of Gold and Global Major Currencies....Pages 612-623
Does Asian Credit Default Swap Index Improve Portfolio Performance?....Pages 624-636
A Copula-Based Stochastic Frontier Model and Efficiency Analysis: Evidence from Stock Exchange of Thailand....Pages 637-648
Economic Growth and Income Inequality: Evidence from Thailand....Pages 649-663
Thailand’s Export and ASEAN Economic Integration: A Gravity Model with State Space Approach....Pages 664-674
Volatility Hedging Model for Precious Metal Futures Returns....Pages 675-688
What Firms Must Pay Bribes and How Much? An Empirical Study of Small and Medium Enterprises in Vietnam....Pages 689-700
Analysis of Agricultural Production in Asia and Measurement of Technical Efficiency Using Copula-Based Stochastic Frontier Quantile Model....Pages 701-714
Statistical and ANN Approaches in Credit Rating for Vietnamese Corporate: A Comparative Empirical Study....Pages 715-726
Back Matter....Pages 727-728