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ILP
2005
Springer
16 years 8 days ago
Guiding Inference Through Relational Reinforcement Learning
Abstract. Reasoning plays a central role in intelligent systems that operate in complex situations that involve time constraints. In this paper, we present the Adaptive Logic Inter...
Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachi...
ILP
2005
Springer
16 years 8 days ago
A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment
We propose a new approach to Inductive Logic Programming that systematically exploits caching and offers a number of advantages over current systems. It avoids redundant computati...
Héctor Corrada Bravo, David Page, Raghu Ram...
ILP
2005
Springer
16 years 8 days ago
Converting Semantic Meta-knowledge into Inductive Bias
The Cyc KB has a rich pre-existing ontology for representing common sense knowledge. To clarify and enforce its terms’ semantics and to improve inferential efficiency, the Cyc on...
John Cabral, Robert C. Kahlert, Cynthia Matuszek, ...
OTM
2005
Springer
16 years 8 days ago
Colored Petri Nets to Verify Extended Event-Driven Process Chains
Business processes are becoming more and more complex and at the same time their correctness is becoming a critical issue: The costs of errors in business information systems are g...
Kees M. van Hee, Olivia Oanea, Natalia Sidorova
SEKE
2005
Springer
16 years 7 days ago
Generating Properties for Runtime Monitoring from Software Specification Patterns
The paper presents an approach to support run-time verification of software systems that combines two existing tools, Prospec and Java-MaC, into a single framework. Prospec can be...
Oscar Mondragon, Ann Q. Gates, Humberto Mendoza, O...