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ILP
2004
Springer
15 years 12 months ago
Learning Logic Programs with Annotated Disjunctions
Abstract. Logic Programs with Annotated Disjunctions (LPADs) provide a simple and elegant framework for integrating probabilistic reasoning and logic programming. In this paper we ...
Fabrizio Riguzzi
ESOP
2005
Springer
16 years 2 days ago
Determinacy Inference for Logic Programs
This paper presents a determinacy inference analysis for logic programs. The analysis infers determinacy conditions that, if satisfied by a call, ensures that it computes at most ...
Lunjin Lu, Andy King
LPNMR
2004
Springer
15 years 12 months ago
Planning with Sensing Actions and Incomplete Information Using Logic Programming
Abstract. We present a logic programming based conditional planner that is capable of generating both conditional and sequential conformant plans in the presence of sensing actions...
Tran Cao Son, Phan Huy Tu, Chitta Baral
SAINT
2005
IEEE
16 years 4 days ago
Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data
Inductive Logic Programming (ILP) is a combination of inductive learning and first-order logic aiming to learn first-order hypotheses from training examples. ILP has a serious b...
Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numa...
NMR
2004
Springer
15 years 12 months ago
Preferential defeasibility: utility in defeasible logic programming
The development of Logic Programming and Defeasible Argumentation lead to Defeasible Logic Programming. Its core resides in the characterization of the warrant procedure. Defeasib...
Fernando A. Tohmé, Guillermo Ricardo Simari