Foundations and Novel Approaches in Data Mining 2006

• Lawrence J. Mazlack:
  Commonsense Causal Modeling in the Data Mining Context. 1-22
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• Jan Rauch:
  Definability of Association Rules in Predicate Calculus. 23-40
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• Yiyu Yao, Yaohua Chen, Xue Dong Yang:
  A Measurement-Theoretic Foundation of Rule Interestingness Evaluation. 41-59
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• Shusaku Tsumoto:
  Statistical Independence as Linear Dependence in a Contingency Table. 61-73
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• J. T. Yao, Y. Y. Yao, Yan Zhao:
  Foundations of Classification. 75-97
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• Ernestina Menasalvas Ruiz, Anita Wasilewska:
  Data Mining as Generalization: A Formal Model. 99-126
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• Jiaqi Wang, Chengqi Zhang, Xindong Wu, Hongwei Qi, Jue Wang:
  SVM-OD: SVM Method to Detect Outliers. 129-141
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• Agnieszka Dardzinska, Zbigniew W. Ras:
  Extracting Rules from Incomplete Decision Systems: System ERID. 143-153
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• Jan Rauch, Milan Simunek, Václav Lín:
  Mining for Patterns Based on Contingency Tables by KL-Miner - First Experience. 155-167
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• Rafal A. Angryk, Frederick E. Petry:
  Knowledge Discovery in Fuzzy Databases Using Attribute-Oriented Induction. 169-196
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• Jerzy W. Grzymala-Busse:
  Rough Set Strategies to Data with Missing Attribute Values. 197-212
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• Justin Z. Zhan, LiWu Chang, Stan Matwin:
  Privacy-Preserving Collaborative Data Mining. 213-227
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• Mitja Lenic, Petra Povalej, Peter Kokol:
  Impact of Purity Measures on Knowledge Extraction in Decision Trees. 229-242
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• Ching-Yao Wang, Tzung-Pei Hong, Shian-Shyong Tseng:
  Multidimensional On-line Mining. 243-257
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• Ling Zhang, Bo Zhang:
  Quotient Space Based Cluster Analysis. 259-269
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• Qiankun Zhao, Sourav S. Bhowmick, Sanjay Kumar Madria:
  Research Issues in Web Structural Delta Mining. 272-289
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• Kwang-Hoon Kim, Clarence A. Ellis:
  Workflow Reduction for Reachable-path Rediscovery in Workflow Mining. 289-310
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• Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, LiWu Chang:
  Principal Component-based Anomaly Detection Scheme. 311-329
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• Katherine M. Shelfer, Xiaohua Hu:
  Making Better Sense of the Demographic Data Value in the Data Mining Procedure. 331-362
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• Vincent S. Tseng, Yen-Lo Chen:
  An Effective Approach for Mining Time-Series Gene Expression Profile. 363-376
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