This book constitutes the refereed proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2008, held in Osaka, Japan, in May 2008. The 37 revised long papers, 40 revised full papers, and 36 revised short papers presented together with 1 keynote talk and 4 invited lectures were carefully reviewed and selected from 312 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition, automatic scientific discovery, data visualization, causal induction, and knowledge-based systems.In the paper , the two credit scoring databases are partitioned into training and independent test sets by the same ... The Data Mining technique is a very effective approach to research the financial or- derliness and quickly make decision.
|Title||:||Advances in Knowledge Discovery and Data Mining|
|Author||:||Takashi Washio, Einoshin Suzuki, Kai Ming Ting, Akihiro Inokuchi|
|Publisher||:||Springer Science & Business Media - 2008-05-08|