Robust Data Mining by Xanthopoulos Petros (12 results)

Robust Data Mining (SpringerBriefs in Optimization)
Xanthopoulos, Petros; Pardalos, Panos M.; Trafalis, Theodore B.
Language: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Language: English
Published by Springer 2012-11 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Language: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Condition: New. pp. 72.

Language: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Paperback. Condition: Brand New. 2013 edition. 71 pages. 9.00x6.00x0.25 inches. In Stock.

Language: English
Published by Springer New York 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Language: English
Published by Springer, Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 robu…st 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.
More imagesLanguage: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Taschenbuch. Condition: Neu. Robust Data Mining | Petros Xanthopoulos (u. a.) | Taschenbuch | SpringerBriefs in Optimization | xii | Englisch | 2012 | Springer | EAN 9781441998774 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: p…reigu.

Language: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Language: English
Published by Springer New York Nov 2012 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. Int…egration 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. 72 pp. Englisch.

Language: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
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Condition: New. Print on Demand pp. 72 6 Illus.

Language: English
Published by Springer 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
- Print on Demand
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Condition: New. PRINT ON DEMAND pp. 72.

Language: English
Published by Springer, Springer Nov 2012 2012
Series: SpringerBriefs in Optimization, Book 9 of 43. Book 9 of 43 - SpringerBriefs in Optimization
- Softcover
- Print on Demand
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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. Integra…tion 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 ofrobust data mining research field and presents the most well known machine learning algorithms, their robust counterpart formulations and algorithms for attacking these problems.Thisbrief will appeal to theoreticians and data miners working in this field.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 72 pp. Englisch.