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» Hybrid Probabilistic Programs
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ICLP
2009
Springer
14 years 9 months ago
Constraint Based Languages for Biological Reactions
In this paper, we study the modelization of biochemical reaction by using concurrent constraint programming idioms. In particular we will consider the stochastic concurrent constra...
Marco Bottalico, Stefano Bistarelli
ML
2008
ACM
150views Machine Learning» more  ML 2008»
13 years 8 months ago
Learning probabilistic logic models from probabilistic examples
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, José Car...
TODS
2012
11 years 11 months ago
Attribute and object selection queries on objects with probabilistic attributes
Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad M...
ECOWS
2006
Springer
14 years 9 days ago
WSMO-MX: A Logic Programming Based Hybrid Service Matchmaker
In this paper, we present an approach to hybrid semantic web service matching based on both logic programming, and syntactic similarity measurement. The implemented matchmaker, ca...
Frank Kaufer, Matthias Klusch
CODES
2007
IEEE
14 years 3 months ago
Probabilistic performance risk analysis at system-level
We present a novel hybrid approach for performance analysis of a system design. Unlike other approaches in this area, in this paper we do not focus on the determination of pessimi...
Alexander Viehl, Markus Schwarz, Oliver Bringmann,...