| Description |
x, 376 pages : illustrations ; 25 cm |
| Series |
Studies in computational intelligence, 1860-949X ; v. 9 |
|
Studies in computational intelligence. 1860-949X ; v. 9
|
| Contents |
PART I. THEORETICAL FOUNDATIONS -- Commonsense causal modeling in the data mining context / Lawrence J. Mazlack -- Definability of association rules in predicate calculus / Jan Rauch -- A measurement-theoretic foundation of rule interestingness evaluation / Yiyu Yao ... [et al.] -- Statistical independence as linear dependence in a contingency table / Shusaku Tsumoto -- Foundations of classification / JingTao Yao ... [et al.] -- Data mining as generalization: a formal model -- PART II. NOVEL APPROACHES -- SVM-OD: SVM method to detect outliers / Jiaqi Wang ... [et al.] -- Extracting rules from incomplete decision systems: system ERID / Agnieszka Dardzinska, Zbigniew W. Ras -- Mining for patterns based on contingency tables by KL-Miner - first experience / Jan Rauch ... [et al.] -- Knowledge discovery in fuzzy databases using attribute-oriented induction / Rafal A. Angryk, Frederick E. Petry -- Rough set strategies to data with missing attribute values / Jerzy W. Grzymala-Busse -- Privacy-preserving collaborative data mining / Justin Zhan ... [et al.] -- Impact of purity measures on knowledge extraction in decision trees / Mitja Lenič ... [et al.] -- Multidimensional on-line mining / Ching-Yao Wang ... [et al.] -- Quotient space based cluster analysis / Ling Zhang, Bo Zhang -- PART III. NOVEL APPLICATIONS -- Research issues in web structural delta mining / Qiankun Zhao ... [et al.] -- Workflow reduction for reachable-path rediscovery in workflow ming / Kwang-Hoon Kim, Clarence A. Ellis -- Principal component-based anomaly detection scheme / Mei-Ling Shyu ... [et al.] -- Making better sense of the demographic data value in the data mining procedure / katherin M. Shelfer, Xiaohua Hu -- An effective approach for ming time-series gene expression profile / Vincent S.M. Tseng, Yen-Lo Chen |
| Notes |
"This volume is a collection of expanded versions of selected papers originally presented at the second workshop on Foundations and New Directions of Data Mining (2003)"--Pref |
| Bibliography |
Includes bibliographical references |
| Subject |
Data mining -- Congresses.
|
| Genre/Form |
Conference papers and proceedings.
|
| Author |
Lin, Tsau Y., 1937-
|
| LC no. |
2005931220 |
| ISBN |
3540283153 (hd.bd.) |
|
9783540283157 |
|
