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145
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ILP
2007
Springer
15 years 9 months ago
Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...
Louis Oliphant, Jude W. Shavlik
140
Voted
KR
2004
Springer
15 years 8 months ago
Condensed Representations for Inductive Logic Programming
When mining frequent Datalog queries, many queries will be equivalent in the light of an implicit or explicit background knowledge. To alleviate the problem, we introduce various t...
Luc De Raedt, Jan Ramon
LICS
2005
IEEE
15 years 9 months ago
Semantics of Separation-Logic Typing and Higher-Order Frame Rules
We show how to give a coherent semantics to programs that are well-specified in a version of separation logic for a language with higher types: idealized algol extended with heap...
Lars Birkedal, Noah Torp-Smith, Hongseok Yang
160
Voted
PLILP
1994
Springer
15 years 7 months ago
Dynamic Dependence in Term rewriting Systems and its Application to Program Slicing
Abstract. Program slicing is a useful technique for debugging, testing, and analyzing programs. A program slice consists of the parts of a program which (potentially) affect the va...
John Field, Frank Tip
FLOPS
1999
Springer
15 years 7 months ago
Typed Higher-Order Narrowing without Higher-Order Strategies
We describe a new approach to higher-order narrowing computations in a class of systems suitable for functional logic programming. Our approach is based on a translation of these s...
Sergio Antoy, Andrew P. Tolmach