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Inductive Logic Programming Book

Inductive Logic Programming
Inductive Logic Programming, This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002.
The 22 revised full papers presented were carefully selected during tw, Inductive Logic Programming has a rating of 3 stars
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Inductive Logic Programming, This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002. The 22 revised full papers presented were carefully selected during tw, Inductive Logic Programming
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  • Inductive Logic Programming
  • Written by author Stan Matwin
  • Published by Springer-Verlag New York, LLC, January 2008
  • This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002. The 22 revised full papers presented were carefully selected during tw
  • This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002.The 22 revised full papers presented were carefully selected during two
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Authors

Propositionalization for Clustering Symbolic Relational Descriptions1
Efficient and Effective Induction of First Order Decision Lists17
Learning with Feature Description Logics32
An Empirical Evaluation of Bagging in Inductive Logic Programming48
Kernels for Structured Data66
Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems84
Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners101
Learnability of Description Logic Programs117
1BC2: A True First-Order Bayesian Classifier133
RSD: Relational Subgroup Discovery through First-Order Feature Construction149
Mining Frequent Logical Sequences with SPIRIT-L[superscript o]G166
Using Theory Completion to Learn a Robot Navigation Control Program182
Learning Structure and Parameters of Stochastic Logic Programs198
A Novel Approach to Machine Discovery: Genetic Programming and Stochastic Grammars207
Revision of First-Order Bayesian Classifiers223
The Applicability to ILP of Results Concerning the Ordering of Binomial Populations238
Compact Representation of Knowledge Bases in ILP254
A Polynomial Time Matching Algorithm of Structured Ordered Tree Patterns for Data Mining from Semistructured Data270
A Genetic Algorithms Approach to ILP285
Experimental Investigation of Pruning Methods for Relational Pattern Discovery301
Noise-Resistant Incremental Relational Learning Using Possible Worlds317
Lattice-Search Runtime Distributions May Be Heavy-Tailed333
Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery346
Author Index351


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Inductive Logic Programming, This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002.
The 22 revised full papers presented were carefully selected during tw, Inductive Logic Programming

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Inductive Logic Programming, This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002.
The 22 revised full papers presented were carefully selected during tw, Inductive Logic Programming

Inductive Logic Programming

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Inductive Logic Programming, This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002.
The 22 revised full papers presented were carefully selected during tw, Inductive Logic Programming

Inductive Logic Programming

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