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» Probabilistic Semantics and Program Analysis
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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
LCPC
2001
Springer
15 years 2 months ago
Probabilistic Points-to Analysis
Information gathered by the existing pointer analysis techniques can be classified as must aliases or definitely-points-to relationships, which hold for all executions, and may a...
Yuan-Shin Hwang, Peng-Sheng Chen, Jenq Kuen Lee, R...
CEC
2008
IEEE
15 years 4 months ago
Semantically driven crossover in genetic programming
—Crossover forms one of the core operations in genetic programming and has been the subject of many different investigations. We present a novel technique, based on semantic anal...
Lawrence Beadle, Colin G. Johnson
LICS
2003
IEEE
15 years 3 months ago
Model checking for probability and time: from theory to practice
Probability features increasingly often in software and hardware systems: it is used in distributed co-ordination and routing problems, to model fault-tolerance and performance, a...
Marta Z. Kwiatkowska
ICALP
2003
Springer
15 years 3 months ago
Quantitative Analysis of Probabilistic Lossy Channel Systems
Many protocols are designed to operate correctly even in the case where the underlying communication medium is faulty. To capture the behaviour of such protocols, lossy channel sy...
Alexander Moshe Rabinovich