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Foundations and Novel Approaches in Data Mining 2006
- Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu:
Foundations and Novel Approaches in Data Mining. Studies in Computational Intelligence 9, Springer 2006, ISBN 978-3-540-28315-7 - Lawrence J. Mazlack:
Commonsense Causal Modeling in the Data Mining Context. 1-22 - Jan Rauch:
Definability of Association Rules in Predicate Calculus. 23-40 - Yiyu Yao, Yaohua Chen, Xue Dong Yang:
A Measurement-Theoretic Foundation of Rule Interestingness Evaluation. 41-59 - Shusaku Tsumoto:
Statistical Independence as Linear Dependence in a Contingency Table. 61-73 - J. T. Yao, Y. Y. Yao, Yan Zhao:
Foundations of Classification. 75-97 - Ernestina Menasalvas Ruiz, Anita Wasilewska:
Data Mining as Generalization: A Formal Model. 99-126 - Jiaqi Wang, Chengqi Zhang, Xindong Wu, Hongwei Qi, Jue Wang:
SVM-OD: SVM Method to Detect Outliers. 129-141 - Agnieszka Dardzinska
, Zbigniew W. Ras:
Extracting Rules from Incomplete Decision Systems: System ERID. 143-153 - Jan Rauch, Milan Simunek, Václav Lín:
Mining for Patterns Based on Contingency Tables by KL-Miner - First Experience. 155-167 - Rafal A. Angryk, Frederick E. Petry:
Knowledge Discovery in Fuzzy Databases Using Attribute-Oriented Induction. 169-196 - Jerzy W. Grzymala-Busse:
Rough Set Strategies to Data with Missing Attribute Values. 197-212 - Justin Zhijun Zhan, LiWu Chang, Stan Matwin:
Privacy-Preserving Collaborative Data Mining. 213-227 - Mitja Lenic, Petra Povalej, Peter Kokol
Impact of Purity Measures on Knowledge Extraction in Decision Trees. 229-242 - Ching-Yao Wang, Tzung-Pei Hong, Shian-Shyong Tseng:
Multidimensional On-line Mining. 243-257 - Ling Zhang, Bo Zhang:
Quotient Space Based Cluster Analysis. 259-269 - Qiankun Zhao, Sourav S. Bhowmick, Sanjay Madria:
Research Issues in Web Structural Delta Mining. 272-289 - Kwanghoon Pio Kim, Clarence A. Ellis:
Workflow Reduction for Reachable-path Rediscovery in Workflow Mining. 289-310 - Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, LiWu Chang:
Principal Component-based Anomaly Detection Scheme. 311-329 - Katherine M. Shelfer, Xiaohua Hu:
Making Better Sense of the Demographic Data Value in the Data Mining Procedure. 331-362 - Vincent S. Tseng, Yen-Lo Chen:
An Effective Approach for Mining Time-Series Gene Expression Profile. 363-376
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