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MDAI 2011: Changsha, Hunan, China
- Vicenç Torra, Yasuo Narukawa, Jianping Yin, Jun Long:
Modeling Decision for Artificial Intelligence - 8th International Conference, MDAI 2011, Changsha, Hunan, China, July 28-30, 2011, Proceedings. Lecture Notes in Computer Science 6820, Springer 2011, ISBN 978-3-642-22588-8
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, Qing-Jie 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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