Inductive logic programming : 6th International Workshop, ILP-96, Stockholm, Sweden, August 26-28, 1996 : selected papers / Stephen Muggleton, (ed.).

Author/creator ILP (Conference)
Other author Muggleton, Stephen.
Format Book
Publication InfoBerlin ; New York : Springer, ©1997.
Descriptionviii, 396 pages : illustrations ; 24 cm.
Subjects
Logic programming--Congresses.

SeriesLecture notes in computer science ; 1314. Lecture notes in artificial intelligence
Lecture notes in computer science 1314. ^A466336
Lecture notes in computer science. Lecture notes in artificial intelligence. ^A467263
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 ¹³C NMR spectra / Sas̆o Dz̆eroski ... [et al.] -- Analysis and prediction of piano performances using inductive logic programming / Erika Van Baelen and Luc De Raedt -- Noise detection and elimintion applied to noise handling in a KRK chess endgame / Dragan Gamberger and Nada Lavrac̆ -- 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 / Michéle Sebag and Céline Rouveirol -- Analyzing and learning ECG waveforms / Gabriella Kókai, Zoltán Alexin and Tibor Gyimóthy -- Learning rules that classify ocular fundus images for glaucoma diagnosis / Fumio Mizoguchi ... [et al.] -- A new design and implementation of Progo by bottom-up computation / Hiroshi Fujita ... [et al.] -- Inductive logic program synthesis with DIALOGS / Pierre Flener -- Relational knowledge discovery in databases / Hendrik Blockeel and Luc De Raedt -- Efficient Ø-subsumption based on graph algorithms / Tobias Scheffer, Ralf Herbrich and Fritz Wysotzki -- Integrity constraints in ILP using a Monte Carlo approach / Alípio Jorge and Pavel B. Brazdil -- Restructuring chain datalog programs / Anke Rieger -- Top-down induction of logic programs from incomplete samples / Nobuhiro Inuzka ... [et al.] -- Least generalizations under implication / Shan-Hwei, Nienhuys-Cheng and Ronald de Wolf -- Efficient proof encoding / Uros̆ Pompe -- Learning logic programs with random classification noise / Tamás Horváth, Robert H. Sloan and György Turán -- Handling quantifiers in ILP / M. -Elisabeth Goncalves -- Learning from positive data / Stephen Muggleton -- [gamma]-subsumption and its application to learning from positive-only examples / Zdravko Markov..
General noteRevised papers from the International Workshop on Inductive Logic Programming, ILP '96.
Bibliography noteIncludes bibliographical references and index.
LCCN 97036657
ISBN3540634940 (softcover : alk. paper)