Modeling decisions for artificial intelligence : 8th international conference, MDAI 2011, Changsha, China, July 28-30, 2011 : proceedings / Vicenç Torra [and others] (eds.).

Includes bibliographical references and index.

Print version record.

This book constitutes the proceedings of the 8th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2011, held in Changsha, China, in July 2011. The 25 papers presented were carefully reviewed and selected from 43 submissions. The volume also contains extended abstracts of the three invited papers. The topics covered are aggregation operators and decision making; clustering and similarity; computational intelligence; and data privacy.

Machine generated contents note: Invited Papers -- Online Social Honeynets: Trapping Web Crawlers in OSN / Cristina Perez-Sola -- Cost-Sensitive Learning / Zhi-Hua Zhou -- Evolving Graph Structures for Drug Discovery / Keith C. C. Chan -- Fuzzy Measures and Comonotonicity on Multisets / Vicenc Torra -- Regular Papers -- Aggregation Operators and Decision Making -- Parallel Fusion Method for Heterogeneous Multi-sensor Transportation Data / Li Kuang -- Dynamic Value-at-Risk Portfolio Model / Yuji Yoshida -- Modelling Heterogeneity among Experts in Multi-criteria Group Decision Making Problems / Enrique Herrera-Viedma -- Fast Mining of Non-derivable Episode Rules in Complex Sequences / Honghua Dai -- Hybridizing Data Stream Mining and Technical Indicators in Automated Trading Systems / Michael Mayo -- Semi-supervised Dimensionality Reduction via Harmonic Functions / Yi Wu -- Clustering -- Semi-supervised Agglomerative Hierarchical Clustering with Ward Method Using Clusterwise Tolerance / Sadaaki Miyamoto -- Agglomerative Clustering Using Asymmetric Similarities / Sadaaki Miyamoto -- On Hard c-Means Using Quadratic Penalty-Vector Regularization for Uncertain Data / Yukihiro Hamasuna -- Grey Synthetic Clustering Method for DoS Attack Effectiveness Evaluation / Jun Long -- Fuzzy-Possibilistic Product Partition: A Novel Robust Approach to c-Means Clustering / Laszlo Szilagyi -- Computational Intelligence and Data Mining -- Novel and Effective Approach to Shape Analysis: Nonparametric Representation, De-noising and Change-Point Detection, Based on Singular-Spectrum Analysis / Vasile Georgescu -- SSA-Based New Framework Allowing for Smoothing and Automatic Change-Points Detection in the Fuzzy Closed Contours of 2D Fuzzy Objects / Vasile Georgescu -- Possibilistic Linear Programming Using General Necessity Measures Preserves the Linearity / Masahiro Inuiguchi

Note continued: Efficient Hybrid Approach to Correcting Errors in Short Reads / Yubin Zhan -- Data Privacy -- Rule Protection for Indirect Discrimination Prevention in Data Mining / Antoni Martinez-Balleste -- Comparison of Two Different Types of Online Social Network from a Data Privacy Perspective / Vicenc Torra -- On the Declassification of Confidential Documents / Vicenc Torra -- Uncovering Community Structure in Social Networks by Clique Correlation / Dongyun Yi.