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Foundations of Inductive Logic Programming, Vol. 122 Book

Foundations of Inductive Logic Programming, Vol. 122
Foundations of Inductive Logic Programming, Vol. 122, Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas, Foundations of Inductive Logic Programming, Vol. 122 has a rating of 4.5 stars
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Foundations of Inductive Logic Programming, Vol. 122, Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas, Foundations of Inductive Logic Programming, Vol. 122
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  • Foundations of Inductive Logic Programming, Vol. 122
  • Written by author Shan-Hwei Nienhuys-Cheng
  • Published by Springer-Verlag New York, LLC, November 2007
  • Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas
  • Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas
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About the Book
ILogic1
1Propositional Logic3
2First-Order Logic17
3Normal Forms and Herbrand Models35
4Resolution55
5Subsumption Theorem and Refutation Completeness75
6Linear and Input Resolution93
7SLD-Resolution105
8SLDNF-Resolution127
IIInductive Logic Programming161
9What Is Inductive Logic Programming?163
10The Framework for Model Inference179
11Inverse Resolution197
12Unfolding207
13The Lattice and Cover Structure of Atoms219
14The Subsumption Order243
15The Implication Order265
16Background Knowledge279
17Refinement Operators299
18PAC Learning321
19Further Topics345
List of Symbols365
Bibliography369
Author Index391
Subject Index395


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Foundations of Inductive Logic Programming, Vol. 122, Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas, Foundations of Inductive Logic Programming, Vol. 122

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Foundations of Inductive Logic Programming, Vol. 122, Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas, Foundations of Inductive Logic Programming, Vol. 122

Foundations of Inductive Logic Programming, Vol. 122

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Foundations of Inductive Logic Programming, Vol. 122, Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad bas, Foundations of Inductive Logic Programming, Vol. 122

Foundations of Inductive Logic Programming, Vol. 122

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