The ILP conference series has been the premier forum for work on logic-based approaches to machine learning for almost two decades. The 19th International Conference on Inductive Logic Programming, which was organized in Leuven, July2-4,2009, continuedthistraditionbutalsoreachedouttoothercommunities as it was colocated with SRL-2009 the International Workshop on Statistical RelationalLearning, andMLG-2009 the7thInternationalWorkshoponMining andLearningwithGraphs. While thesethreeseriesofeventseachhavetheirown focus, emphasis andtradition, they essentiallysharethe problemthatis studied:...
The ILP conference series has been the premier forum for work on logic-based approaches to machine learning for almost two decades. The 19th Internati...
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...
A successful integration of constraint programming and data mining has the potential to lead to a new ICT paradigm with far reaching implications. ...
