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Books > Computing & IT > Applications of computing > Artificial intelligence
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Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach (Paperback, 2016 ed.)
Loot Price: R2,322
Discovery Miles 23 220
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Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach (Paperback, 2016 ed.)
Series: Lecture Notes in Computer Science, 10101
Expected to ship within 18 - 22 working days
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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.
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