Research Catalog

Title

Inductive logic programming : 6th International Workshop, ILP-96, Stockholm, Sweden, August 1996 : selected papers / Stephen Muggleton, (ed.).

Publication

New York : Springer, 1997.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Muggleton, Stephen
• ILP (Conference) (6th : 1996 : Stockholm, Sweden)

Description

viii, 396 pages : illustrations; 24 cm.

Series Statement

Lecture notes in computer science ; 1314. Lecture notes in artificial intelligence

Uniform Title

• Lecture notes in computer science ; 1314.
• Lecture notes in computer science. Lecture notes in artificial intelligence.

Subject

Logic programming > Congresses

Note

• Revised papers from the International Workshop on Inductive Logic Programming, ILP '96.

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Inductive logic programming for natural language processing / Raymond J. Mooney -- An initial experiment into stereochemistry-based drug design using inductive logic programming / Stephen Muggleton, David Page and Ashwin Srinivasan -- Applying ILP to diterpene structure elucidation from [superscript 13]C NMR spectra / Saso Dzeroski, Steffen Schulze-Kremer and Karsten R. Heidtke [et al.] -- Analysis and prediction of piano performances using inductive logic programming / Erika Van Baelen and Luc De Raedt -- Noise detection and elimination applied to noise handling in a KRK chess endgame / Dragan Gamberger and Nada Lavrac -- Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes / Ashwin Srinivasan and Ross D. King -- Polynomial-time learning in logic programming and constraint logic programming / Michele Sebag and Celine Rouveirol --
• Analyzing and learning ECG waveforms / Gabriella Kokai, Zoltan Alexin and Tibor Gyimothy -- Learning rules that classify ocular fundus images for glaucoma diagnosis / Fumio Mizoguchi, Hayato Ohwada and Makiko Daidoji [et al.] -- A new design and implementation of Progol by bottom-up computation / Hiroshi Fujita, Naoki Yagi and Tomonobu Ozaki [et al.] -- Inductive logic program synthesis with DIALOGS / Pierre Flener -- Relational knowledge discovery in databases / Hendrik Blockeel and Luc De Raedt -- Efficient [theta]-subsumption based on graph algorithms / Tobias Scheffer, Ralf Herbrich and Fritz Wysotzki -- Integrity Constraints in ILP using a Monte Carlo approach / Alipio Jorge and Pavel B. Brazdil -- Restructuring chain datalog programs / Anke Rieger -- Top-down induction of logic programs from incomplete samples / Nobuhiro Inuzuka, Masakage Kamo and Naohiro Ishii [et al.] -- Least generalizations under implication / Shan-Hwei Nienhuys-Cheng and Ronald de Wolf --
• Efficient proof encoding / Uros Pompe -- Learning logic programs with random classification noise / Tamas Horvath, Robert H. Sloan and Gyorgy Turan -- Handling quantifiers in ILP / M.-Elisabeth Goncalves -- Learning from positive data / Stephen Muggleton -- [lambda]-subsumption and its application to learning from positive-only examples / Zdravko Markov.

ISBN

3540634940 (softcover : alk. paper)

LCCN

97036657

OCLC

• 503283969
• ocn503283969

Owning Institutions

Columbia University Libraries