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Inductive Logic Programming

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Cover of 'Inductive Logic Programming'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 A Personal View of How Best to Apply ILP
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    Chapter 2 Agents that Reason and Learn
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    Chapter 3 Mining Model Trees: A Multi-relational Approach
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    Chapter 4 Complexity Parameters for First-Order Classes
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    Chapter 5 A Multi-relational Decision Tree Learning Algorithm – Implementation and Experiments
  7. Altmetric Badge
    Chapter 6 Applying Theory Revision to the Design of Distributed Databases
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    Chapter 7 Disjunctive Learning with a Soft-Clustering Method
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    Chapter 8 ILP for Mathematical Discovery
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    Chapter 9 An Exhaustive Matching Procedure for the Improvement of Learning Efficiency
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    Chapter 10 Efficient Data Structures for Inductive Logic Programming
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    Chapter 11 Graph Kernels and Gaussian Processes for Relational Reinforcement Learning
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    Chapter 12 On Condensation of a Clause
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    Chapter 13 A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting
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    Chapter 14 Comparative Evaluation of Approaches to Propositionalization
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    Chapter 15 Ideal Refinement of Descriptions in $\mathcal{AL}$ -Log
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    Chapter 16 Which First-Order Logic Clauses Can Be Learned Using Genetic Algorithms?
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    Chapter 17 Improved Distances for Structured Data
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    Chapter 18 Induction of Enzyme Classes from Biological Databases
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    Chapter 19 Estimating Maximum Likelihood Parameters for Stochastic Context-Free Graph Grammars
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    Chapter 20 Induction of the Effects of Actions by Monotonic Methods
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    Chapter 21 Hybrid Abductive Inductive Learning: A Generalisation of Progol
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    Chapter 22 Query Optimization in Inductive Logic Programming by Reordering Literals
  24. Altmetric Badge
    Chapter 23 Efficient Learning of Unlabeled Term Trees with Contractible Variables from Positive Data
  25. Altmetric Badge
    Chapter 24 Relational IBL in Music with a New Structural Similarity Measure
  26. Altmetric Badge
    Chapter 25 An Effective Grammar-Based Compression Algorithm for Tree Structured Data
Attention for Chapter 21: Hybrid Abductive Inductive Learning: A Generalisation of Progol
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Chapter title
Hybrid Abductive Inductive Learning: A Generalisation of Progol
Chapter number 21
Book title
Inductive Logic Programming
Published by
Springer, Berlin, Heidelberg, September 2003
DOI 10.1007/978-3-540-39917-9_21
Book ISBNs
978-3-54-020144-1, 978-3-54-039917-9
Authors

Oliver Ray, Krysia Broda, Alessandra Russo, Ray, Oliver, Broda, Krysia, Russo, Alessandra

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 15 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Portugal 1 7%
Italy 1 7%
Unknown 13 87%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 33%
Student > Master 4 27%
Other 1 7%
Lecturer 1 7%
Professor 1 7%
Other 3 20%
Readers by discipline Count As %
Computer Science 8 53%
Chemistry 3 20%
Earth and Planetary Sciences 1 7%
Social Sciences 1 7%
Engineering 1 7%
Other 0 0%
Unknown 1 7%