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» Probabilistic Inductive Logic Programming
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MPC
1995
Springer
125views Mathematics» more  MPC 1995»
14 years 10 days ago
Synthesizing Proofs from Programs in the Calculus of Inductive Constructions
We want to prove \automatically" that a program is correct with respect to a set of given properties that is a speci cation. Proofs of speci cations contain logical parts and ...
Catherine Parent
ETAI
2000
84views more  ETAI 2000»
13 years 8 months ago
Learning Stochastic Logic Programs
Stochastic logic programs combine ideas from probabilistic grammars with the expressive power of definite clause logic; as such they can be considered as an extension of probabili...
Stephen Muggleton
LPNMR
2005
Springer
14 years 2 months ago
An Algebraic Account of Modularity in ID-Logic
ID-logic uses ideas from the field of logic programming to extend second order logic with non-monotone inductive defintions. In this work, we reformulate the semantics of this lo...
Joost Vennekens, Marc Denecker
LPKR
1997
Springer
14 years 28 days ago
A System for Abductive Learning of Logic Programs
We present the system LAP (Learning Abductive Programs) that is able to learn abductive logic programs from examples and from a background abductive theory. A new type of induction...
Evelina Lamma, Paola Mello, Michela Milano, Fabriz...