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Inductive logic programming : 10th International Conference, ILP 2000, London, UK, July 24-27, 2000 : proceedings

Author: James Cussens; Alan Frisch
Publisher: Berlin ; New York : Springer, 2000.
Series: Lecture notes in computer science, 1866.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:

This text constitutes the refereed proceedings of the 10th International Conference on Inductive Logic Programming, ILP 2000, held in London in July 2000 as part of CL 2000. The 15 revised full  Read more...

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Genre/Form: Conference papers and proceedings
Congresses
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: James Cussens; Alan Frisch
ISBN: 354067795X 9783540677956
OCLC Number: 44548984
Description: x, 264 pages : illustrations ; 23 cm.
Contents: ILP: just do it / David Page --
A new algorithm for learning range restricted horn expressions / Marta Arias and Roni Khardon --
A refinement operator for description logics / Liviu Badea and Shan-Hwei Nienhuys-Cheng --
Executing query packs in ILP / Hendrik Blockeel [and others] --
Induction of recursive theories in the normal ILP setting / Floriana Esposito, Donato Malerba, and Francesca A. Lisi --
Extending K-means clustering to first-order representations / Mathias Kirsten and Stefan Wrobel --
Theory completion using inverse entailment / Stephen H. Muggleton and Christopher H. Bryant --
Solving selection problems using preference relation based on bayesian learning / Tomofumi Nakano and Nobuhiro Inuzuka --
Concurrent execution of optimal hypothesis search for inverse entailment / Hayato Ohwada, Hiroyuki Nishiyama, and Fumio Mizoguchi --
Using ILP to improve planning in hierarchical reinforcement learning / Mark Reid and Malcolm Ryan --
Towards learning in CARIN- / Celine Rouveirol and Veronique Ventos --
Inverse entailment in nonmonotonic logic programs / Chiaki Sakama --
A note on two simple transformations for improving the efficiency of an ILP system / Vt̕or Santos Costa, Ashwin Srinivasan, and Rui Camacho --
Searching the subsumption lattice by a genetic algorithm / Alireza Tamaddoni-Nezhad and Stephen H. Muggleton --
New conditions for the existence of least generalizations under relative subsumption / Akihiro Yamamoto.
Series Title: Lecture notes in computer science, 1866.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: James Cussens, Alan Frisch (eds).
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