MDAI 2011: Changsha, Hunan, China

Invited Papers

• Jordi Herrera-Joancomartí, Cristina Pérez-Solà:
  Online Social Honeynets: Trapping Web Crawlers in OSN. 1-16
  
• Zhi-Hua Zhou:
  Cost-Sensitive Learning. 17-18
  
• Keith C. C. Chan:
  Evolving Graph Structures for Drug Discovery. 19
  
• Yasuo Narukawa, Klara Stokes, Vicenç Torra:
  Fuzzy Measures and Comonotonicity on Multisets. 20-30
  

Regular Papers

Aggregation Operators and Decision Making

• Yingjie Xia, Chengkun Wu, Qingjie Kong, Zhenyu Shan, Li Kuang:
  A Parallel Fusion Method for Heterogeneous Multi-sensor Transportation Data. 31-42
  
• Yuji Yoshida:
  A Dynamic Value-at-Risk Portfolio Model. 43-54
  
• Ignacio J. Pérez, Sergio Alonso, Francisco Javier Cabrerizo, Jie Lu, Enrique Herrera-Viedma:
  Modelling Heterogeneity among Experts in Multi-criteria Group Decision Making Problems. 55-66
  
• Min Gan, Honghua Dai:
  Fast Mining of Non-derivable Episode Rules in Complex Sequences. 67-78
  
• Michael Mayo:
  Hybridizing Data Stream Mining and Technical Indicators in Automated Trading Systems. 79-90
  
• Chenping Hou, Feiping Nie, Yi Wu:
  Semi-supervised Dimensionality Reduction via Harmonic Functions. 91-102
  

Clustering

• Yukihiro Hamasuna, Yasunori Endo, Sadaaki Miyamoto:
  Semi-supervised Agglomerative Hierarchical Clustering with Ward Method Using Clusterwise Tolerance. 103-113
  
• Satoshi Takumi, Sadaaki Miyamoto:
  Agglomerative Clustering Using Asymmetric Similarities. 114-125
  
• Yasunori Endo, Arisa Taniguchi, Aoi Takahashi, Yukihiro Hamasuna:
  On Hard c-Means Using Quadratic Penalty-Vector Regularization for Uncertain Data. 126-138
  
• Zimei Peng, Wentao Zhao, Jun Long:
  Grey Synthetic Clustering Method for DoS Attack Effectiveness Evaluation. 139-149
  
• László Szilágyi:
  Fuzzy-Possibilistic Product Partition: A Novel Robust Approach to c-Means Clustering. 150-161
  

Computational Intelligence and Data Mining

• Vasile Georgescu:
  A Novel and Effective Approach to Shape Analysis: Nonparametric Representation, De-noising and Change-Point Detection, Based on Singular-Spectrum Analysis. 162-173
  
• Vasile Georgescu:
  A SSA-Based New Framework Allowing for Smoothing and Automatic Change-Points Detection in the Fuzzy Closed Contours of 2D Fuzzy Objects. 174-185
  
• Masahiro Inuiguchi:
  Possibilistic Linear Programming Using General Necessity Measures Preserves the Linearity. 186-197
  
• Zhiheng Zhao, Jianping Yin, Yong Li, Wei Xiong, Yubin Zhan:
  An Efficient Hybrid Approach to Correcting Errors in Short Reads. 198-210
  

Data Privacy

• Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté:
  Rule Protection for Indirect Discrimination Prevention in Data Mining. 211-222
  
• David F. Nettleton, Diego Sáez-Trumper, Vicenç Torra:
  A Comparison of Two Different Types of Online Social Network from a Data Privacy Perspective. 223-234
  
• Daniel Abril, Guillermo Navarro-Arribas, Vicenç Torra:
  On the Declassification of Confidential Documents. 235-246
  
• Xu Liu, Chenping Hou, Qiang Luo, Dongyun Yi:
  Uncovering Community Structure in Social Networks by Clique Correlation. 247-258
  

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