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CORR
2010
Springer
153views Education» more  CORR 2010»
15 years 6 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
179
Voted
ICML
2005
IEEE
16 years 7 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
135
Voted
MLG
2007
Springer
16 years 15 days 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
181
Voted
CADE
2007
Springer
16 years 6 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
159
Voted
LADS
2007
Springer
16 years 15 days 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