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Inductive logic programming : 7th international workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997 : proceedings / Nada Lavrač, Sašo Džeroski (eds.).

By: (7th : ILP (Conference) (7th : 1997 : Prague, Czech Republic)Contributor(s): Lavrač, Nada | Džeroski, Sašo, 1968-Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 1297. | Lecture notes in computer science. Lecture notes in artificial intelligence.Publication details: Berlin ; New York : Springer, ©1997. Description: 1 online resource (viii, 308 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540695875; 3540695877Other title: ILP-97Subject(s): Logic programming -- Congresses | Logic programming | Logisch programmeren | Kunstmatige intelligentieGenre/Form: Congressen (vorm) | Electronic books. | Conference papers and proceedings. | Congressen (vorm) | Conference papers and proceedings. Additional physical formats: Print version:: Inductive logic programming.DDC classification: 005.1/15 LOC classification: QA76.63 | .I52 1997Other classification: 54.51 Online resources: Click here to access online
Contents:
Knowledge discovery in databases : an overview / Usama Fayyad -- On the complexity of some inductive logic programming problems / Georg Gottlob, Nicola Leone, and Francesco Scarcello -- Inductive logic programming and constraint logic programming (abstract) / Jean-François Puget -- Learning phonetic rules in a speech recognition system / Zoltán Alexia, János Csirik, Tibor Gyimóthy, Mark Jelasity, and László Tóth -- Cautious induction in inductive logic programming / Simon Anthony and Alan M. Frisch -- Generating numerical literals during refinement / Simon Anthony and Alan M. Frisch -- Lookahead and discretization in ILP / Hendrik Blockeel and Luc De Raedt -- Data mining via ILP : the application of Progol to a database of enantioseparations / Christopher H. Bryant -- Part-of-speech tagging using progol / James Cussens -- Maximum entropy modeling with clausal constraints / Luc Dehaspe -- Mining association rules in multiple relations / Luc Dehaspe and Luc De Raedt -- Using logical decision trees for clustering / Luc De Raedt and Hendrik Blockeel -- Induction of Slovene nominal paradigms / Sašo Džeroski and Tomaž Erjavec -- Normal forms for inductive logic programming / Peter A. Flach -- On a sufficient condition for the existence of most specific hypothesis in Progol / Koichi Furukawa, Tomoko Murakami, Ken Ueno, Tomonobu Ozaki, and Keiko Shimazu -- Induction of logic programs with more than one recursive clause by analyzing saturations / Mitsue Furusawa, Nobuhiro Inuzuka, Hirohisa Seki, and Hidenori Itoh -- A logical framework for graph theoretical decision tree learning / Peter Geibel and Fritz Wysotzki -- Learning with abduction / Antonis C. Kakas and Fabrizio Riguzzi -- Systematic predicate invention in inductive logic programming / Lionel Martin and Christel Vrain -- Learning programs in the event calculus / Stephen Moyle and Stephen Muggleton -- Distance between Herbrand interpretations : a measure for approximations to a target concept / Shan-Hwei Nienhuys-Cheng -- Realizing Progol by forward reasoning / Tomonobu Ozaki, Koichi Furukawa, Tomoko Murakami, and Ken Ueno -- Probabilistic first-order classification / Uroš Pompe and Igor Kononenko -- Learning Horn definitions with equivalence and membership queries / Chandra Reddy and Prasad Tadepalli -- Using abstraction schemata in inductive logic programming / Ken Sadohara and Makoto Haraguchi -- Distance induction in first order logic / Michèle Sebag -- Carcinogenesis predictions using ILP / Ashwin Srinivasan, Ross D. King, Stephen H. Muggleton, and Michael J.E. Sternberg -- Discovery of first-order regularities in a relational database using offiine candidate determination / Irene Weber -- Which hypotheses can be found with inverse entailment? / Akihiro Yamamoto.
Summary: This book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997. The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing process. Also included are three invited papers by Usama Fayyad, Jean-Francois Puget, and Georg Gottlob. Among the topics addressed are various logic programming issues, natural language processing, speech processing, abductive learning, data mining, knowledge discovery, and relational database systems.
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Title from PDF title page (SpringerLink, viewed June 11, 2009).

Revised versions of papers presented at the workshop.

Includes bibliographical references and index.

Knowledge discovery in databases : an overview / Usama Fayyad -- On the complexity of some inductive logic programming problems / Georg Gottlob, Nicola Leone, and Francesco Scarcello -- Inductive logic programming and constraint logic programming (abstract) / Jean-François Puget -- Learning phonetic rules in a speech recognition system / Zoltán Alexia, János Csirik, Tibor Gyimóthy, Mark Jelasity, and László Tóth -- Cautious induction in inductive logic programming / Simon Anthony and Alan M. Frisch -- Generating numerical literals during refinement / Simon Anthony and Alan M. Frisch -- Lookahead and discretization in ILP / Hendrik Blockeel and Luc De Raedt -- Data mining via ILP : the application of Progol to a database of enantioseparations / Christopher H. Bryant -- Part-of-speech tagging using progol / James Cussens -- Maximum entropy modeling with clausal constraints / Luc Dehaspe -- Mining association rules in multiple relations / Luc Dehaspe and Luc De Raedt -- Using logical decision trees for clustering / Luc De Raedt and Hendrik Blockeel -- Induction of Slovene nominal paradigms / Sašo Džeroski and Tomaž Erjavec -- Normal forms for inductive logic programming / Peter A. Flach -- On a sufficient condition for the existence of most specific hypothesis in Progol / Koichi Furukawa, Tomoko Murakami, Ken Ueno, Tomonobu Ozaki, and Keiko Shimazu -- Induction of logic programs with more than one recursive clause by analyzing saturations / Mitsue Furusawa, Nobuhiro Inuzuka, Hirohisa Seki, and Hidenori Itoh -- A logical framework for graph theoretical decision tree learning / Peter Geibel and Fritz Wysotzki -- Learning with abduction / Antonis C. Kakas and Fabrizio Riguzzi -- Systematic predicate invention in inductive logic programming / Lionel Martin and Christel Vrain -- Learning programs in the event calculus / Stephen Moyle and Stephen Muggleton -- Distance between Herbrand interpretations : a measure for approximations to a target concept / Shan-Hwei Nienhuys-Cheng -- Realizing Progol by forward reasoning / Tomonobu Ozaki, Koichi Furukawa, Tomoko Murakami, and Ken Ueno -- Probabilistic first-order classification / Uroš Pompe and Igor Kononenko -- Learning Horn definitions with equivalence and membership queries / Chandra Reddy and Prasad Tadepalli -- Using abstraction schemata in inductive logic programming / Ken Sadohara and Makoto Haraguchi -- Distance induction in first order logic / Michèle Sebag -- Carcinogenesis predictions using ILP / Ashwin Srinivasan, Ross D. King, Stephen H. Muggleton, and Michael J.E. Sternberg -- Discovery of first-order regularities in a relational database using offiine candidate determination / Irene Weber -- Which hypotheses can be found with inverse entailment? / Akihiro Yamamoto.

This book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997. The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing process. Also included are three invited papers by Usama Fayyad, Jean-Francois Puget, and Georg Gottlob. Among the topics addressed are various logic programming issues, natural language processing, speech processing, abductive learning, data mining, knowledge discovery, and relational database systems.

English.

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