Modeling Decision for Artificial Intelligence: 8th International Conference, MDAI 2011, Changsha, Hunan, China, July 28-30, 2011, Proceedings

Front Matter....Pages -
Online Social Honeynets: Trapping Web Crawlers in OSN....Pages 1-16
Cost-Sensitive Learning....Pages 17-18
Evolving Graph Structures for Drug Discovery....Pages 19-19
Fuzzy Measures and Comonotonicity on Multisets....Pages 20-30
A Parallel Fusion Method for Heterogeneous Multi-sensor Transportation Data....Pages 31-42
A Dynamic Value-at-Risk Portfolio Model....Pages 43-54
Modelling Heterogeneity among Experts in Multi-criteria Group Decision Making Problems....Pages 55-66
Fast Mining of Non-derivable Episode Rules in Complex Sequences....Pages 67-78
Hybridizing Data Stream Mining and Technical Indicators in Automated Trading Systems....Pages 79-90
Semi-supervised Dimensionality Reduction via Harmonic Functions....Pages 91-102
Semi-supervised Agglomerative Hierarchical Clustering with Ward Method Using Clusterwise Tolerance....Pages 103-113
Agglomerative Clustering Using Asymmetric Similarities....Pages 114-125
On Hard c -Means Using Quadratic Penalty-Vector Regularization for Uncertain Data....Pages 126-138
Grey Synthetic Clustering Method for DoS Attack Effectiveness Evaluation....Pages 139-149
Fuzzy-Possibilistic Product Partition: A Novel Robust Approach to c -Means Clustering....Pages 150-161
A Novel and Effective Approach to Shape Analysis: Nonparametric Representation, De-noising and Change-Point Detection, Based on Singular-Spectrum Analysis....Pages 162-173
A SSA-Based New Framework Allowing for Smoothing and Automatic Change-Points Detection in the Fuzzy Closed Contours of 2D Fuzzy Objects....Pages 174-185
Possibilistic Linear Programming Using General Necessity Measures Preserves the Linearity....Pages 186-197
An Efficient Hybrid Approach to Correcting Errors in Short Reads....Pages 198-210
Rule Protection for Indirect Discrimination Prevention in Data Mining....Pages 211-222
A Comparison of Two Different Types of Online Social Network from a Data Privacy Perspective....Pages 223-234
On the Declassification of Confidential Documents....Pages 235-246
Uncovering Community Structure in Social Networks by Clique Correlation....Pages 247-258
Back Matter....Pages -