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Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach (Lecture Notes in Computer Science)


Huge Savings Item! Save 15% on the Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach (Lecture Notes in Computer Science) by Springer at EMS Linux. Hurry! Limited time offer. Offer valid only while supplies last. A successful integration of constraint programming and data mining has the potential to lead to a new ICT paradigm with far reaching implications. It


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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. 

Additional Information

Manufacturer:Springer
Publisher:Springer
Studio:Springer
EAN:9783319501369
Item Size:0.82 x 9.25 x 9.25 inches
Package Weight:12.13 pounds
Package Size:6.1 x 0.82 x 0.82 inches

Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach (Lecture Notes in Computer Science) by Springer

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Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach (Lecture Notes in Computer Science)

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