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ILP
2005
Springer
14 years 3 months ago
Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops
Recursive loops in a logic program present a challenging problem to the PLP framework. On the one hand, they loop forever so that the PLP backward-chaining inferences would never s...
Yi-Dong Shen, Qiang Yang
ILP
2005
Springer
14 years 3 months ago
Machine Learning for Systems Biology
In this paper we survey work being conducted at Imperial College on the use of machine learning to build Systems Biology models of the effects of toxins on biochemical pathways. Se...
Stephen Muggleton
LACL
2005
Springer
14 years 3 months ago
A Note on the Complexity of Constraint Interaction: Locality Conditions and Minimalist Grammars
Locality Conditions (LCs) on (unbounded) dependencies have played a major role in the development of generative syntax ever since the seminal work by Ross [22]. Descriptively, they...
Hans-Martin Gärtner, Jens Michaelis
LOPSTR
2005
Springer
14 years 3 months 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...
LOPSTR
2005
Springer
14 years 3 months ago
Experiments in Context-Sensitive Analysis of Modular Programs
Abstract. Several models for context-sensitive analysis of modular programs have been proposed, each with different characteristics and representing different trade-offs. The ad...
Jesús Correas, Germán Puebla, Manuel...