Data Mining and Constraint Programming

Beschreibung

Neuware -A successful integration of constraint programming and data mining has the potential to lead to a new ICT paradigm with far reaching implications. It could change the face of data mining and machine learning, as well as constraint programming technology. It would not only allow one to use data mining techniques in constraint programming to identify and update constraints and optimization criteria, but also to employ constraints and criteria in data mining and machine learning in order to discover models compatible with prior knowledge.This book reports on some key results obtained on this integrated and cross- disciplinary approach within the European FP7 FET Open project no. 284715 on ¿Inductive Constraint Programming¿ and a number of associated workshops and Dagstuhl seminars. The book is structured in five parts: background; learning to model; learning to solve; constraint programming for data mining; and showcases.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 364 pp. Englisch.

Bestandsnummer des Verkäufers 9783319501369

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Bibliografische Details

Titel

Data Mining and Constraint Programming

Verlag

Springer International Publishing, Springer International Publishing Dez 2016

Erscheinungsjahr

2016

Sprache

Englisch

ISBN-10

3319501364

ISBN-13

9783319501369

Einband

Taschenbuch

Zustand

Neu

Abmessungen

235B x 155 H x 20 T Millimeter Breite: 235 mm, Höhe: 155 mm, Tiefe: 20 mm

Gewicht

552 Gramm

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