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Redescription Mining

Name: Redescription Mining
Brand: Springer International Publishing AG
SKU: 18644452
Price: 19766 HUF
Availability: InStock
Author: Esther Galbrun
ISBN: 9783319728889

Esther Galbrun

Pauli Miettinen

Language

English

Book Paperback

Libristo code: 18644452

Publishers Springer International Publishing AG, January 2018

This book provides a gentle introduction to redescription mining, a versatile data mining tool that... Full description

Libristo code: 18644452

136 b

19 766 Ft

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This book provides a gentle introduction to redescription mining, a versatile data mining tool that is useful to find distinct common characterizations of the same objects and, vice versa, to identify sets of objects that admit multiple shared descriptions. It is intended for readers who are familiar with basic data analysis techniques such as clustering, frequent itemset mining, and classification. Redescription mining is defined in a general way, making it applicable to different types of data. The general framework is made more concrete through many practical examples that show the versatility of redescription mining. The book also introduces the main algorithmic ideas for mining redescriptions, together with applications from various domains. The final part of the book contains variations and extensions of the basic redescription mining problem, and discusses some future directions and open questions.