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Book Categories |
1 | Introduction and Overview | 1 |
2 | Background | 13 |
Pt. I | Knowledge Refinement in Neural Networks | |
3 | Theory Refinement in Neural Networks | 43 |
4 | Experiments on Theory Refinement | 87 |
Pt. II | Knowledge Extraction from Neural Networks | |
5 | Knowledge Extraction from Trained Networks | 113 |
6 | Experiments on Knowledge Extraction | 159 |
Pt. III | Knowledge Revision in Neural Networks | |
7 | Handling Inconsistencies in Neural Networks | 183 |
8 | Experiments on Handling Inconsistencies | 209 |
9 | Neural-Symbolic Integration: The Road Ahead | 235 |
References | 253 | |
Index | 267 |
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