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Book synopsis

This book constitutes the first textbook on inductive logic programming (ILP) and multi-relational data mining (MRDM). These subfields of data mining and machine learning are concerned with analyzing structured data that arise in numerous applications, such as bioinformatics, web mining, natural language processing, etc. The book explains some important techniques in detail by using case studies centered around well-known ILP or MRDM systems. These case studies are some of the 'classics' of the field and also provide an adequate starting point for a more general discussion. Related systems and techniques are covered in a bibliographical section at the end of each chapter. The book addresses graduate students in computer science, data bases and artificial intelligence as well as practitioners of data mining and machine learning.

Book details

Book category Books in English Computing & information technology Computer programming / software development

• Full title: Logical and Relational Learning
• Author: De Raedt
• Language: English
• Binding: Hardback
• Number of pages: 387
• EAN: 9783540200406
• ISBN: 3540200401
• ID: 04333443
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 748 g
• Dimensions: 163 × 242 × 24 mm
• Date of publishing: 12. September 2008

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