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DIS
2005
Springer
15 years 3 months 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 ...
ICMLA
2010
14 years 7 months ago
Incremental Learning of Relational Action Rules
Abstract--In the Relational Reinforcement learning framework, we propose an algorithm that learns an action model allowing to predict the resulting state of each action in any give...
Christophe Rodrigues, Pierre Gérard, C&eacu...
MICAI
2005
Springer
15 years 3 months ago
Analysis of Performance of Fuzzy Logic-Based Production Scheduling by Simulation
Abstract. In this paper, a new fuzzy logic-based approach to production scheduling in the presence of uncertain disruptions is presented. The approach is applied to a real-life pro...
Alejandra Duenas, Dobrila Petrovic, Sanja Petrovic
ASM
2005
ASM
15 years 3 months ago
State Exploration with Multiple State Groupings
Abstract. Exploration algorithms are relevant to the industrial practice of gentest cases from an abstract state machine whose runs define the predicted behavior of the software s...
Colin Campbell, Margus Veanes
PPDP
2004
Springer
15 years 3 months ago
Just enough tabling
We introduce just enough tabling (JET), a mechanism to suspend and resume the tabled execution of logic programs at an arbitrary point. In particular, JET allows pruning of tabled...
Konstantinos F. Sagonas, Peter J. Stuckey