Unassorted links.
Some useful theory and mechanisms:
- Probabilistic Logic Learning [1] (2004) Luc De Raedt, Kristian Kersting
- slides: Probabilistic Logic Learning [2] Taneli Mielikinen 2005
- Logical Markov Decision Programs [3] (2003) Kristian Kersting, Luc De Raedt
- Semantics and Inference for Recursive Probability Models [4] Avi Pfeffer, Daphne Koller, 2000
- A Revisionist View of Blackboard Systems [5] Norman Carver, 1997
- Machine Learning Lecture Notes [6], a MIT course
More:
- Probabilistic Reasoning for Complex Systems [7], A.J. Pfeffer. PhD Thesis, 2000
- Probabilistic Inductive Logic Programming [8], Luc De Raedt and Kristian Kersting, 2004