Inductive Logic Programming 17th International Conference Ilp 2007 Corvallis Or Usa June 1921 2007 Revised Selected Papers 1st Edition Paolo Frasconi Auth by Paolo Frasconi (auth.), Hendrik Blockeel, Jan Ramon, Jude Shavlik, Prasad Tadepalli (eds.) 9783540784685, 3540784683 instant download after payment.

This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the International Conference on Machine Learning.

The 15 revised full papers and 11 revised short papers presented together with 2 invited lectures were carefully reviewed and selected from 38 initial submissions. The papers present original results on all aspects of learning in logic, as well as multi-relational learning and data mining, statistical relational learning, graph and tree mining, relational reinforcement learning, and learning in other non-propositional knowledge representation frameworks. Thus all current topics in inductive logic programming, ranging from theoretical and methodological issues to advanced applications in various areas are covered.