Constraint-Based Mining and Inductive Databases: European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March ... (Lecture Notes in Computer Science, 3848) - Softcover

Softcover

ISBN 10: 3540313311 ISBN 13: 9783540313311

Publisher: Springer, 2006

Synopsis

The interconnected ideas of inductive databases and constraint-based mining are appealing and have the potential to radically change the theory and practice of data mining and knowledge discovery. This book reports on the results of the European IST project "cInQ" (consortium on knowledge discovery by Inductive Queries) and its final workshop entitled Constraint-Based Mining and Inductive Databases organized in Hinterzarten, Germany in March 2004.

About this title

Synopsis

The interconnected ideas of inductive databases and constraint-based mining are appealing and have the potential to radically change the theory and practice of data mining and knowledge discovery. This book reports on the results of the European IST project "cInQ" (consortium on knowledge discovery by Inductive Queries) and its final workshop entitled Constraint-Based Mining and Inductive Databases organized in Hinterzarten, Germany in March 2004. The 18 articles in this state-of-the-art survey present the latest results in inductive querying and constraint-based data mining and also identify future directions of this newly emerging field lying at the intersection of data mining and database research. The papers address topical sections on foundations of inductive database frameworks, optimizing inductive queries on local patterns, optimizing inductive queries on global patterns, and applications of inductive querying techniques.

Edition details

• Publisher: Springer
• Publication date: 2006
• Language: English
• ISBN 10: 3540313311
• ISBN 13: 9783540313311
• Binding: Paperback
• Number of pages: 414
• Editor: Boulicaut Jean-Francois, De Raedt Luc, Mannila Heikki