Logical and Relational Learning

Name: Logical and Relational Learning
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540200406
Price: 269.98 RON
Availability: InStock

Autor: De Raedt

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern

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This book constitutes the first textbook on inductive logic programming (ILP) and multi-relational d...

Informații despre carte

Autor

De Raedt

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2008

Pagini

387

EAN

9783540200406

ISBN

3540200401

Enbook ID

04333443

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

748

Dimensiuni

242 x 163 x 24

Descriere completă

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.

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