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Foundations of Data Mining and knowledge Discovery 2005
- Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu, Shusaku Tsumoto: 
 Foundations of Data Mining and knowledge Discovery. Studies in Computational Intelligence 6, Springer 2005, ISBN 978-3-540-26257-2
- Setsuo Ohsuga: 
 Knowledge Discovery as Translation. 1-19
- Tsau Young Lin: 
 Mathematical Foundation of Association Rules - Mining Associations by Solving Integral Linear Inequalities. 21-42
- Hye-Chung (Monica) Kum, Susan Paulsen, Wei Wang: 
 Comparative Study of Sequential Pattern Mining Models. 43-70
- Murlikrishna Viswanathan, Kotagiri Ramamohanarao: 
 Designing Robust Regression Models. 71-86
- Ying Xie, Vijay V. Raghavan: 
 A Probabilistic Logic-based Framework for Characterizing Knowledge Discovery in Databases. 87-100
- Norman S. Matloff: 
 A Careful Look at the Use of Statistical Methodology in Data Mining. 101-117
- Tuan-Fang Fan, Duen-Ren Liu, Churn-Jung Liau: 
 Justification and Hypothesis Selection in Data Mining. 119-130
- Shusaku Tsumoto: 
 On Statistical Independence in a Contingency Table. 131-141
- Yujia An, Xuelei Hu, Lei Xu: 
 A Comparative Investigation on Model Selection in Binary Factor Analysis. 143-160
- Yohji Shidara, Mineichi Kudo, Atsuyoshi Nakamura: 
 Extraction of Generalized Rules with Automated Attribute Abstraction. 161-170
- Qingxiang Wu, David A. Bell, T. Martin McGinnity, Gongde Guo: 
 Decision Making Based on Hybrid of Multi-Knowledge and Naïve Bayes Classifier. 171-184
- Paul Cotofrei, Kilian Stoffel: 
 First-Order Logic Based Formalism for Temporal Data Mining *. 185-210
- Jan Rauch, Milan Simunek: 
 An Alternative Approach to Mining Association Rules. 211-231
- Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov: 
 Direct Mining of Rules from Data with Missing Values. 233-264
- C. H. Li: 
 Cluster Identification Using Maximum Configuration Entropy. 265-276
- Mengjie Zhang: 
 Mining Small Objects in Large Images Using Neural Networks. 277-303
- Mitja Lenic, Peter Kokol, Milan Zorman, Petra Povalej, Bruno Stiglic, Ryuichi Yamamoto: 
 Improved Knowledge Mining with the Multimethod Approach. 305-318
- Tianhao Wu, Faisal M. Khan, Todd A. Fisher, Lori A. Shuler, William M. Pottenger: 
 Posting Act Tagging Using Transformation-Based Learning. 319-331
- April Kontostathis, William M. Pottenger, Brian D. Davison  : :
 Identification of Critical Values in Latent Semantic Indexing. 333-346
- Petr Strossa, Zdenek Cerný, Jan Rauch: 
 Reporting Data Mining Results in a Natural Language. 347-361
- Socorro Millán, Ernestina Menasalvas Ruiz, Michael Hadjimichael, Esther Hochsztain: 
 An Algorithm to Calculate the Expected Value of an Ongoing User Session. 363-375

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