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Inductive logic programming : 7th international workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997 : proceedings

Author: Nada Lavrać; Sašo Džeroski
Publisher: Berlin ; New York : Springer, ©1997.
Series: Lecture notes in computer science, 1297.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
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  Read more...

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Genre/Form: Kongress
Conference papers and proceedings
Prag (1997)
Congresses
Material Type: Conference publication
Document Type: Book
All Authors / Contributors: Nada Lavrać; Sašo Džeroski
ISBN: 3540635149 9783540635147
OCLC Number: 37475184
Notes: Revised versions of papers presented at the workshop.
Description: viii, 308 pages : illustrations ; 24 cm.
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 / Jean-Francois Puget --
Learning Phonetic Rules in a Speech Recognition System / Zoltan Alexin, Janos Csirik and Tibor Gyimothy [and others] --
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 / Saso Dzeroski and Tomaz 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 and Ken Ueno [et al.] --
Induction of Logic Programs with More Than One Recursive Clause by Analyzing Saturations / Mitsue Furusawa, Nobuhiro Inuzuka and Hirohisa Seki [et al.] --
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 and Tomoko Murakami [and others] --
Probabilistic First-Order Classification / Uros 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 / Michele Sebag --
Carcinogenesis Predictions Using ILP / Ashwin Srinivasan, Ross D. King and Stephen H. Muggleton [et al.] --
Discovery of First-Order Regularities in a Relational Database Using Offline Candidate Determination / Irene Weber --
Which Hypotheses Can Be Found with Inverse Entailment? / Akihiro Yamamoto.
Series Title: Lecture notes in computer science, 1297.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: Nada Lavrać, Saśo Dźeroski (eds.).
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