DATA MINING AND CONSTRAINT PROGRAMMING by Christian Bessiere (Editor), Siegfried Nijssen (Editor), Dino Pedreschi (Editor) ( 9783319501369 )

Item Details

Title:

DATA MINING AND CONSTRAINT PROGRAMMING
FOUNDATIONS OF A CROSS-DISCIPLINARY APPROACH

By:

Christian Bessiere (Editor), Siegfried Nijssen (Editor), Dino Pedreschi (Editor)

Format:

Paperback

List price:

£44.99

Our price:

£39.37

Discount:

12.5% off

You save:

£5.62

ISBN 10:

3319501364

ISBN 13:

9783319501369

Availability:

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Publisher:

SPRINGER INTERNATIONAL PUBLISHING AG

Pub. date:

6 December, 2016

Series:

Lecture Notes in Computer Science 10101

Pages:

349

Synopsis:

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.

Illustrations:

73 black & white illustrations, biography

Publication:

Switzerland

Imprint:

Springer International Publishing AG

Returns:

Returnable

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