Inductive Logic Programming : 8th International Conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, Proceedings / edited by David Page.

Format:

Book

Contributor:

Page, David, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 1446.

Lecture Notes in Artificial Intelligence ; 1446

Language:

English

Subjects (All):

Software engineering.

Artificial intelligence.

Computer programming.

Software Engineering/Programming and Operating Systems.

Artificial Intelligence.

Programming Techniques.

Local Subjects:

Software Engineering/Programming and Operating Systems.

Artificial Intelligence.

Programming Techniques.

Physical Description:

1 online resource (VIII, 308 pages).

Edition:

First edition 1998.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1998.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998. The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductive logic programming are covered ranging from theory to implementations and applications.

Contents:

Attribute-value learning versus inductive logic programming: The missing links

Advances in ILP theory and implementations

Application of ILP to problems in chemistry and biology

Relational reinforcement learning

Learning first-order acyclic Horn programs from entailment

Combining statistical and relational methods for learning in hypertext domains

Application of inductive logic programming to discover rules governing the three-dimensional topology of protein structure

Term comparisons in first-order similarity measures

Stochastic propositionalization of non-determinate background knowledge

A stochastic simple similarity

Using prior probabilities and density estimation for relational classification

Induction of Constraint Grammar-rules using Progol

A hybrid approach to word segmentation

Learning multilingual morphology with Clog

Using ILP-systems for verification and validation of multi-agent systems

Inducing shogi heuristics using inductive logic programming

Repeat learning using predicate invention

Normal programs and multiple predicate learning

Strongly typed inductive concept learning

Function-free Horn clauses are hard to approximate

DOGMA: A GA-based relational learner

Generalization under implication by ?-subsumption

Prolog, refinements and RLGG's

Learning structurally indeterminate clauses

Completing Inverse Entailment

Distances and limits on Herbrand interpretations

Relational distance-based clustering

A framework for defining distances between first-order logic objects

Detecting traffic problems with ILP

A comparison of ILP and propositional systems on propositional traffic data.

Other Format:

Printed edition:

ISBN:

978-3-540-69059-7

9783540690597

Access Restriction:

Restricted for use by site license.