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CORR
2010
Springer
153views Education» more  CORR 2010»
13 years 7 months ago
Characterising Probabilistic Processes Logically
Abstract. In this paper we work on (bi)simulation semantics of processes that exhibit both nondeterministic and probabilistic behaviour. We propose a probabilistic extension of the...
Yuxin Deng, Rob J. van Glabbeek
ICML
2005
IEEE
14 years 8 months ago
Learning the structure of Markov logic networks
Markov logic networks (MLNs) combine logic and probability by attaching weights to first-order clauses, and viewing these as templates for features of Markov networks. In this pap...
Stanley Kok, Pedro Domingos
MLG
2007
Springer
14 years 1 months ago
Comparative Evaluation of PL languages
We introduce a framework for an empirical evaluation of probabilistic logic languages and systems.
Manfred Jaeger, Petr Lidman, Juan L. Mateo
CADE
2007
Springer
14 years 7 months ago
Logical Interpretation: Static Program Analysis Using Theorem Proving
Abstract. This paper presents the foundations for using automated deduction technology in static program analysis. The central principle is the use of logical lattices ? a class of...
Ashish Tiwari, Sumit Gulwani
LADS
2007
Springer
14 years 1 months ago
Probabilistic and Logical Beliefs
This paper proposes a method of integrating two different concepts of belief in artificial intelligence: belief as a probability distribution and belief as a logical formula. The...
John W. Lloyd, Kee Siong Ng