Redescription Mining

Name: Redescription Mining
Brand: Springer International Publishing AG
SKU: 9783319728889
Price: 1147 CZK
Availability: InStock

Autor: Esther Galbrun, Pauli Miettinen

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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

Informace o knize

Autor

Esther Galbrun, Pauli Miettinen

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

EAN

9783319728889

ISBN

3319728881

Enbook ID

18644452

Vydavatel

Springer International Publishing AG

Hmotnost

210

Rozměry

155 x 235 x 5

Kompletní popis

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.

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Redescription Mining

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