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» Logic programs with monotone abstract constraint atoms
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DIS
2005
Springer
14 years 28 days ago
Support Vector Inductive Logic Programming
Abstract. In this paper we explore a topic which is at the intersection of two areas of Machine Learning: namely Support Vector Machines (SVMs) and Inductive Logic Programming (ILP...
Stephen Muggleton, Huma Lodhi, Ata Amini, Michael ...
LOPSTR
2005
Springer
14 years 27 days ago
Non-leftmost Unfolding in Partial Evaluation of Logic Programs with Impure Predicates
Partial evaluation of logic programs which contain impure predicates poses non-trivial challenges. Impure predicates include those which produce side-effects, raise errors (or exc...
Elvira Albert, Germán Puebla, John P. Galla...
EPIA
2007
Springer
14 years 1 months ago
Two Puzzles Concerning Measures of Uncertainty and the Positive Boolean Connectives
Abstract. The two puzzles are the Lottery Paradox and the Amalgamation Paradox, which both point out difficulties for aggregating uncertain information. A generalization of the lot...
Gregory R. Wheeler
ICLP
2009
Springer
14 years 8 months ago
Qualified Computations in Functional Logic Programming
Abstract. Qualification has been recently introduced as a generalization of uncertainty in the field of Logic Programming. In this paper we investigate a more expressive language f...
Rafael Caballero, Mario Rodríguez-Artalejo,...
ESOP
2004
Springer
14 years 24 days ago
Extracting a Data Flow Analyser in Constructive Logic
Abstract. We show how to formalise a constraint-based data flow analysis in the specification language of the Coq proof assistant. This involves defining a dependent type of lat...
David Cachera, Thomas P. Jensen, David Pichardie, ...