15 search results - page 1 / 3 » Learning, Logic, and Probability: A Unified View |
ILP
2004
Springer
13 years 10 months ago
2004
Springer
AAAI
2006
13 years 6 months ago
2006
Intelligent agents must be able to handle the complexity and uncertainty of the real world. Logical AI has focused mainly on the former, and statistical AI on the latter. Markov l...
DAGSTUHL
2003
13 years 5 months ago
2003
Data mining focuses on the development of methods and algorithms for such tasks as classification, clustering, rule induction, and discovery of associations. In the database fiel...
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
Markov logic networks (MLNs) combine logic and probability by attaching weights to first-order clauses, and viewing these as templates for features of Markov networks. Learning ML...
COLT
1994
Springer
13 years 8 months ago
1994
Springer
Inductive Logic Programming (ILP) involves the construction of first-order definite clause theories from examples and background knowledge. Unlike both traditional Machine Learnin...