Inductive logic programming : 10th International Conference, ILP 2000, London, UK, July 2000 : proceedings / James Cussens, Alan Frisch (eds).

By: (10th : ILP (Conference) (10th : 2000 : London, England)
Contributor(s): Cussens, James | Frisch, Alan
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 1866.; Lecture notes in computer science: Publisher: Berlin ; New York : Springer, 2000Description: 1 online resource (x, 264 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540449607; 3540449604Subject(s): Logic programming -- Congresses | Logic programmingGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Inductive logic programming.DDC classification: 005.1/15 LOC classification: QA76.63 | .I52 2000Other classification: 54.51 | PN 456 Online resources: Click here to access online
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.
Summary: This book constitutes the refereed proceedings of the 10th International Conference on Inductive Logic Programming, ILP 2000, held in London, UK in July 2000 as past of CL 2000. The 15 revised full papers presented together with an invited paper were carefully reviewed and selected from 37 submissions. The papers address all current issues in inductive logic programming and inductive learning, from foundational aspects to applications in various fields like data mining, knowledge discovery, and ILP system design.
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Includes bibliographical references and index.

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.

This book constitutes the refereed proceedings of the 10th International Conference on Inductive Logic Programming, ILP 2000, held in London, UK in July 2000 as past of CL 2000. The 15 revised full papers presented together with an invited paper were carefully reviewed and selected from 37 submissions. The papers address all current issues in inductive logic programming and inductive learning, from foundational aspects to applications in various fields like data mining, knowledge discovery, and ILP system design.

English.

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