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Data Mining and Constraint Programming
- Foundations of a Cross-Disciplinary Approach
Engelsk
Bogcover for Data Mining and Constraint Programming af , 9783319501369
Specifikationer
Sprog:
Engelsk
Sider:
349
ISBN-13:
9783319501369
Indbinding:
Paperback
ISBN-10:
3319501364
Udg. Dato:
6 dec 2016
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
6 dec 2016

Data Mining and Constraint Programming

- Foundations of a Cross-Disciplinary Approach
Engelsk
Paperback 2016
Format:

Bog beskrivelse

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. 

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Specifikationer
Sprog:
Engelsk
Sider:
349
ISBN-13:
9783319501369
Indbinding:
Paperback
ISBN-10:
3319501364
Udg. Dato:
6 dec 2016
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
6 dec 2016
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