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113
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ML
2006
ACM
143views Machine Learning» more  ML 2006»
15 years 23 days ago
Mathematical applications of inductive logic programming
The application of Inductive Logic Programming to scientific datasets has been highly successful. Such applications have led to breakthroughs in the domain of interest and have dri...
Simon Colton, Stephen Muggleton
94
Voted
LICS
2009
IEEE
15 years 7 months ago
Substructural Operational Semantics as Ordered Logic Programming
We describe a substructural logic with ordered, linear, and persistent propositions and then endow a fragment with a committed choice forward-chaining operational interpretation. ...
Frank Pfenning, Robert J. Simmons
LPNMR
2009
Springer
15 years 7 months ago
Relevance-Driven Evaluation of Modular Nonmonotonic Logic Programs
Modular nonmonotonic logic programs (MLPs) under the answer-set semantics have been recently introduced as an ASP formalism in which modules can receive context-dependent input fro...
Minh Dao-Tran, Thomas Eiter, Michael Fink, Thomas ...
105
Voted
ICLP
2005
Springer
15 years 6 months ago
HYPROLOG: A New Logic Programming Language with Assumptions and Abduction
We present HYPROLOG, a novel integration of Prolog with assumptions and abduction which is implemented in and partly borrows syntax from Constraint Handling Rules (CHR) for integri...
Henning Christiansen, Verónica Dahl
146
Voted
ILP
2004
Springer
15 years 6 months ago
Learning an Approximation to Inductive Logic Programming Clause Evaluation
One challenge faced by many Inductive Logic Programming (ILP) systems is poor scalability to problems with large search spaces and many examples. Randomized search methods such as ...
Frank DiMaio, Jude W. Shavlik