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Book Categories |
About the Book | ||
I | Logic | 1 |
1 | Propositional Logic | 3 |
2 | First-Order Logic | 17 |
3 | Normal Forms and Herbrand Models | 35 |
4 | Resolution | 55 |
5 | Subsumption Theorem and Refutation Completeness | 75 |
6 | Linear and Input Resolution | 93 |
7 | SLD-Resolution | 105 |
8 | SLDNF-Resolution | 127 |
II | Inductive Logic Programming | 161 |
9 | What Is Inductive Logic Programming? | 163 |
10 | The Framework for Model Inference | 179 |
11 | Inverse Resolution | 197 |
12 | Unfolding | 207 |
13 | The Lattice and Cover Structure of Atoms | 219 |
14 | The Subsumption Order | 243 |
15 | The Implication Order | 265 |
16 | Background Knowledge | 279 |
17 | Refinement Operators | 299 |
18 | PAC Learning | 321 |
19 | Further Topics | 345 |
List of Symbols | 365 | |
Bibliography | 369 | |
Author Index | 391 | |
Subject Index | 395 |
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Add 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 to the inventory that you are selling on WonderClubX
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Add 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 to your collection on WonderClub |