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ILP
2005
Springer
15 years 4 months ago
Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops
Recursive loops in a logic program present a challenging problem to the PLP framework. On the one hand, they loop forever so that the PLP backward-chaining inferences would never s...
Yi-Dong Shen, Qiang Yang
WCRE
2009
IEEE
15 years 5 months ago
The Logical Modularity of Programs
Abstract—The principles and best practices of object oriented design require that modules in a program should match logical decomposition of the knowledge that the program implem...
Daniel Ratiu, Radu Marinescu, Jan Jürjens
ICLP
1999
Springer
15 years 2 months ago
Bounded Nondeterminism of Logic Programs
We introduce the notion of bounded nondeterminism for logic programs and queries. A program and a query have bounded nondeterminism if there are finitely many refutations for the...
Dino Pedreschi, Salvatore Ruggieri
IFL
2003
Springer
159views Formal Methods» more  IFL 2003»
15 years 3 months ago
Inferring Cost Equations for Recursive, Polymorphic and Higher-Order Functional Programs
Abstract This paper presents a type-based analysis for inferring sizeand cost-equations for recursive, higher-order and polymorphic functional programs without requiring user annot...
Pedro B. Vasconcelos, Kevin Hammond
MLG
2007
Springer
15 years 4 months ago
Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
Jianzhong Chen, Stephen Muggleton, Jose Santos