Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Inference and Learning in Planning
3. Altmetric Badge
   Chapter 2 Beyond Reward: The Problem of Knowledge and Data
4. Altmetric Badge
   Chapter 3 Exploiting Constraints
5. Altmetric Badge
   Chapter 4 Online Bayesian Inference for the Parameters of PRISM Programs
6. Altmetric Badge
   Chapter 5 Learning Compact Markov Logic Networks with Decision Trees
7. Altmetric Badge
   Chapter 6 Relational Networks of Conditional Preferences
8. Altmetric Badge
   Chapter 7 k -Optimal: A Novel Approximate Inference Algorithm for ProbLog
9. Altmetric Badge
   Chapter 8 Learning Directed Relational Models with Recursive Dependencies
10. Altmetric Badge
    Chapter 9 Integrating Model Checking and Inductive Logic Programming
11. Altmetric Badge
    Chapter 10 Learning the Structure of Probabilistic Logic Programs
12. Altmetric Badge
    Chapter 11 Subgroup Discovery Using Bump Hunting on Multi-relational Histograms
13. Altmetric Badge
    Chapter 12 Inductive Logic Programming in Answer Set Programming
14. Altmetric Badge
    Chapter 13 Graph-Based Relational Learning with a Polynomial Time Projection Algorithm
15. Altmetric Badge
    Chapter 14 Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models
16. Altmetric Badge
    Chapter 15 Predictive Sequence Miner in ILP Learning
17. Altmetric Badge
    Chapter 16 Conceptual Clustering of Multi-Relational Data
18. Altmetric Badge
    Chapter 17 Expressive Power of Safe First-Order Logical Decision Trees
19. Altmetric Badge
    Chapter 18 DNF Hypotheses in Explanatory Induction
20. Altmetric Badge
    Chapter 19 Variational Bayes Inference for Logic-Based Probabilistic Models on BDDs
21. Altmetric Badge
    Chapter 20 Relational Learning for Spatial Relation Extraction from Natural Language
22. Altmetric Badge
    Chapter 21 Does Multi-Clause Learning Help in Real-World Applications?
23. Altmetric Badge
    Chapter 22 MC-TopLog: Complete Multi-clause Learning Guided by a Top Theory
24. Altmetric Badge
    Chapter 23 Integrating Relational Reinforcement Learning with Reasoning about Actions and Change
25. Altmetric Badge
    Chapter 24 Efficient Operations in Feature Terms Using Constraint Programming
26. Altmetric Badge
    Chapter 25 Learning Theories Using Estimation Distribution Algorithms and (Reduced) Bottom Clauses
27. Altmetric Badge
    Chapter 26 Active Learning of Relational Action Models
28. Altmetric Badge
    Chapter 27 Knowledge-Guided Identification of Petri Net Models of Large Biological Systems
29. Altmetric Badge
    Chapter 28 Machine Learning a Probabilistic Network of Ecological Interactions
30. Altmetric Badge
    Chapter 29 Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection
31. Altmetric Badge
    Chapter 30 Projection-Based PILP: Computational Learning Theory with Empirical Results
32. Altmetric Badge
    Chapter 31 Comparison of Upward and Downward Generalizations in CF-Induction
33. Altmetric Badge
    Chapter 32 Polynomial Time Inductive Inference of Cograph Pattern Languages from Positive Data