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» On Automating the Calculus of Relations
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ILP
2007
Springer
16 years 18 days ago
Learning with Kernels and Logical Representations
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
Paolo Frasconi
SEMWEB
2007
Springer
16 years 17 days ago
An Approach to Capture Design-induced Error Using an Ontology
Since engineered systems, e.g. aviation control, have increasingly equipped with automated and computer-supported artifacts, human-system interaction has been an important issue. U...
Injae Shin, Sanghee Kim, Chris A. McMahon
IMSCCS
2006
IEEE
16 years 14 days ago
Explicitly Parallel Regular Expressions
The equivalence of non-deterministic finite automata (NFA1 ), deterministic finite automata (DFA), regular expressions (RE), and parallel finite automata (PFA) with augmented r...
Brett D. Estrade, A. Louise Perkins, John M. Harri...
LICS
2006
IEEE
16 years 14 days ago
A Characterisation of First-Order Constraint Satisfaction Problems
Abstract. We describe simple algebraic and combinatorial characterisations of finite relational core structures admitting finitely many obstructions. As a consequence, we show th...
Benoit Larose, Cynthia Loten, Claude Tardif
ILP
2005
Springer
15 years 12 months 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...