Foundations and Novel Approaches in Data Mining

by Setsuo Ohsuga, Xiaohua Hu, Churn-Jung Liau

From the contents Part I: Theoretical Foundations. Commonsense Causal Modeling in the Data Mining Context. Definability of Association Rules in Predicate Calculus. A Measurement-Theoretic Foundation of Rule Interestingness Evaluation. Statistical Independence as Linear Dependence in a Contingency Table. Foundations of Classification.- Part II: Novel Approaches. SVM-OD: SVM Method to Detect Outliers. Extracting Rules from Incomplete Decision Systems:...

• Format: Paperback
• Language: English
• ISBN: 364206650X
• ISBN13: 9783642066504
• Release Date: November 2010
• Publisher: Springer
• Length: 378 Pages
• Weight: 1.19 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"