An inductive logic programming approach to statistical relational learning
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam :
IOS Press ,
c2006
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| Series: | Frontiers in artificial intelligence and applications
v. 148 |
| Subjects: | |
| Online Access: | Table of contents only |
Table of Contents:
- 1. Introduction
- 2. Probabilistic inductive logic programming
- 3. Bayesian logic programs
- 4. Learning bayesian logic programs
- 5. Logical hidden markov models
- 6. Three basic inference problems for logical HMMs
- 7. Learning the structure of ligical HMMs
- 8. Relations fisher kernels
- 9. Markov decision programs
- 10. Solving markov decision programs
- 11. Summary