Inductive Logic Programming

Table of Contents

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   Book Overview
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   Chapter 30 Knowledge discovery in databases: An overview
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   Chapter 31 On the complexity of some Inductive Logic Programming problems
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   Chapter 32 Inductive logic programming and constraint logic programming (abstract)
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   Chapter 33 Learning phonetic rules in a speech recognition system
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   Chapter 34 Cautious induction in inductive logic programming
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   Chapter 35 Generating numerical literals during refinement
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   Chapter 36 Lookahead and discretization in ILP
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   Chapter 37 Data mining via ILP: The application of Progol to a database of enantioseparations
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    Chapter 38 Part-of-speech tagging using Progol
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    Chapter 39 Maximum Entropy modeling with Clausal Constraints
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    Chapter 40 Mining association rules in multiple relations
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    Chapter 41 Using logical decision trees for clustering
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    Chapter 42 Induction of Slovene nominal paradigms
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    Chapter 43 Normal forms for inductive logic programming
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    Chapter 44 On a sufficient condition for the existence of most specific hypothesis in progol
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    Chapter 45 Induction of logic programs with more than one recursive clause by analyzing saturations
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    Chapter 46 A logical framework for graph theoretical decision tree learning
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    Chapter 47 Learning with abduction
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    Chapter 48 Systematic Predicate Invention in Inductive Logic Programming
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    Chapter 49 Learning programs in the event calculus
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    Chapter 50 Distance between Herbrand interpretations: A measure for approximations to a target concept
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    Chapter 51 Realizing Progol by forward reasoning
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    Chapter 52 Probabilistic first-order classification
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    Chapter 53 Learning Horn definitions with equivalence and membership queries
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    Chapter 54 Using abstraction schemata in inductive logic programming
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    Chapter 55 Distance induction in first order logic
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    Chapter 56 Inductive Logic Programming
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    Chapter 57 Discovery of first-order regularities in a relational database using ofine candidate determination
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    Chapter 58 Which hypotheses can be found with inverse entailment?