Inductive Logic Programming

8th International Conference, Ilp-98, Madison, Wisconsin, Usa, July 22-24, 1998, Proceedings

By: David Page (Editor)

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Paperback | 8 July 1998 | Edition Number 1996

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316 Pages

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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.

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Non-Fiction Computing & I.T.Computer Science Computer Architecture & Logic Design Computer Programming & Software Development Object-Oriented Programming or OOP Artificial Intelligence Software Engineering

Attribute-Value Learning versus Inductive Logic Programming: The Missing Links	p. 1
Advances in ILP Theory and Implementations	p. 9
Application of ILP to Problems in Chemistry and Biology	p. 10
Relational Reinforcement Learning	p. 11
Learning First-Order Acyclic Horn Programs from Entailment	p. 23
Combining Statistical and Relational Methods for Learning in Hypertext Domains	p. 38
Application of Inductive Logic Programming to Discover Rules Governing the Three-Dimensional Topology of Protein Structure	p. 53
Term Comparisons in First-Order Similarity Measures	p. 65
Stochastic Propositionalization of Non-determinate Background Knowledge	p. 80
A Stochastic Simple Similarity	p. 95
Using Prior Probabilities and Density Estimation for Relational Classification	p. 106
Induction of Constraint Grammar-Rules Using Progol	p. 116
A Hybrid Approach to Word Segmentation	p. 125
Learning Multilingual Morphology with CLOG	p. 135
Using ILP Systems for Verification and Validation of Multi-Agent Systems	p. 145
Inducing Shogi Heuristics Using Inductive Logic Programming	p. 155
Repeat Learning Using Predicate Invention	p. 165
Normal Programs and Multiple Predicate Learning	p. 175
Strongly Typed Inductive Concept Learning	p. 185
Function-Free Horn Clauses are Hard to Approximate	p. 195
DOGMA: A GA-Based Relational Learner	p. 205
Generalization under Implication by [lambda]-Subsumption	p. 215
Prolog, Refinements and RLGG's	p. 225
Learning Structurally Indeterminate Clauses	p. 235
Completing Inverse Entailment	p. 245
Distances and Limits on Herbrand Interpretations	p. 250
Relational Distance-Based Clustering	p. 261
A Framework for Defining Distances Between First-Order Logic Objects	p. 271
Detecting Traffic Problems with ILP	p. 281
A Comparison of ILP and Propositional Systems on Propositional Traffic Data	p. 291
Author Index	p. 301
Table of Contents provided by Blackwell. All Rights Reserved.

Inductive Logic Programming

8th International Conference, Ilp-98, Madison, Wisconsin, Usa, July 22-24, 1998, Proceedings

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