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ILP
2003
Springer
15 years 11 months ago
ILP for Mathematical Discovery
We believe that AI programs written for discovery tasks will need to simultaneously employ a variety of reasoning techniques such as induction, abduction, deduction, calculation an...
Simon Colton, Stephen Muggleton
ICLP
2010
Springer
15 years 10 months ago
Dynamic Magic Sets for Disjunctive Datalog Programs
Abstract. Answer set programming (ASP) is a powerful formalism for knowledge representation and common sense reasoning that allows disjunction in rule heads and nonmonotonic negati...
Mario Alviano
EWCBR
1998
Springer
15 years 10 months ago
Case-Based Design for Tablet Formulation
Abstract. Case-Based Design CBD applies a knowledge-based process to the knowledge commonly associated with Case-Based Reasoning CBR systems the library of exemplars. This paper in...
Susan Craw, Nirmalie Wiratunga, Ray Rowe
ICCBR
2005
Springer
15 years 11 months ago
Identifying Facts for TCBR
This paper explores a method to algorithmically distinguish case-specific facts from potentially reusable or adaptable elements of cases in a textual case-based reasoning (TCBR) sy...
Jason M. Proctor, Ilya Waldstein, Rosina Weber
KR
2010
Springer
15 years 11 months ago
Walking the Decidability Line for Rules with Existential Variables
We consider positive rules in which the conclusion may contain existentially quantified variables, which makes reasoning tasks (such as Deduction) undecidable. These rules have t...
Jean-François Baget, Michel LeClere, Marie-...