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Book synopsis

This book constitutes the refereed proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2003, held in Cavtat-Dubrovnik, Croatia in September 2003 in conjunction with ECML 2003.§The 40 revised full papers presented together with 4 invited contributions were carefully reviewed and, together with another 40 ones for ECML 2003, selected from a total of 332 submissions. The papers address all current issues in data mining and knowledge discovery in databases including data mining tools, association rule mining, classification, clustering, pattern mining, multi-relational classifiers, boosting, kernel methods, learning Bayesian networks, inductive logic programming, user preferences mining, time series analysis, multi-view learning, support vector machine, pattern mining, relational learning, categorization, information extraction, decision making, prediction, and decision trees.

Book details

Book category Books in English Computing & information technology Databases

• Full title: Knowledge Discovery in Databases: PKDD 2003
• Subtitle: 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings
• Author: Nada Lavrac, Draqan Gamberger, Hendrik Blockeel
• Language: English
• Binding: Paperback
• Number of pages: 512
• EAN: 9783540200857
• ISBN: 3540200851
• ID: 01558594
• Publisher: Springer, Berlin
• Weight: 739 g
• Dimensions: 235 × 155 × 27 mm
• Published: 2003

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