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» Logic Programming, Abduction and Probability
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AGP
2003
IEEE
14 years 3 months ago
Interpreting Abduction in CLP
Constraint Logic Programming (CLP) and Abductive Logic Programming (ALP) share the important concept of conditional answer. We exploit their deep similarities to implement an effic...
Marco Gavanelli, Evelina Lamma, Paola Mello, Miche...
ML
2008
ACM
150views Machine Learning» more  ML 2008»
13 years 9 months ago
Learning probabilistic logic models from probabilistic examples
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
Jianzhong Chen, Stephen Muggleton, José Car...
LPNMR
2007
Springer
14 years 4 months ago
Programming Applications in CIFF
We show how to deploy the CIFF System 4.0 for abductive logic programming with constraints in a number of applications, ranging from combinatorial applications to web management. W...
Paolo Mancarella, Fariba Sadri, Giacomo Terreni, F...
LPKR
1997
Springer
14 years 1 months ago
Abduction, Argumentation and Bi-Disjunctive Logic Programs
Abstract. We study the relationship between argumentation (abduction) and disjunctive logic programming. Based on the paradigm of argumentation, an abductive semantic framework for...
Kewen Wang, Huowang Chen
ICLP
2001
Springer
14 years 2 months ago
A Multi-adjoint Logic Approach to Abductive Reasoning
Multi-adjoint logic programs has been recently introduced [9, 10] as a generalization of monotonic logic programs [2, 3], in that simultaneous use of several implications in the ru...
Jesús Medina, Manuel Ojeda-Aciego, Peter Vo...