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Robust Data Mining

Name: Robust Data Mining
Brand: Springer, Berlin
SKU: 01424628
Price: 20251 HUF
Availability: InStock
Author: Petros Xanthopoulos
ISBN: 9781441998774

Petros Xanthopoulos

Panos M. Pardalos

Theodore B. Trafalis

Language

English

Book Paperback

Libristo code: 01424628

Publishers Springer, Berlin, December 2012

Data uncertainty is a concept closely related with most real life applications that involve data col... Full description

Libristo code: 01424628

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Data uncertainty is a concept closely related with most real life applications that involve data collection and interpretation. Examples can be found in data acquired with biomedical instruments or other experimental techniques. Integration of robust optimization in the existing data mining techniques aim to create new algorithms resilient to error and noise.§This work encapsulates all the latest applications of robust optimization in data mining. This brief contains an overview of the rapidly growing field of robust data mining research field and presents the most well known machine learning algorithms, their robust counterpart formulations and algorithms for attacking these problems. §This brief will appeal to theoreticians and data miners working in this field.§

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About the book

Full name Robust Data Mining

Author Petros Xanthopoulos, Panos M. Pardalos, Theodore B. Trafalis

Language

English

Binding Book - Paperback

Date of issue 2013

Number of pages 59

EAN 9781441998774

ISBN 1441998772

Libristo code 01424628

Publishers Springer, Berlin

Weight 127

Dimensions 172 x 236 x 6

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