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FOSSACS
2007
Springer
14 years 2 months ago
Logical Characterizations of Bisimulations for Discrete Probabilistic Systems
We give logical characterizations of bisimulation relations for the probabilistic automata of Segala in terms of three Hennessy-Milner style logics. The three logics characterize s...
Augusto Parma, Roberto Segala
ICDM
2006
IEEE
116views Data Mining» more  ICDM 2006»
14 years 2 months ago
Entity Resolution with Markov Logic
Entity resolution is the problem of determining which records in a database refer to the same entities, and is a crucial and expensive step in the data mining process. Interest in...
Parag Singla, Pedro Domingos
FSTTCS
2005
Springer
14 years 1 months ago
Testing Concurrent Systems: An Interpretation of Intuitionistic Logic
Abstract. We present a natural confluence of higher-order hereditary Harrop formulas (HH formulas), Constraint Logic Programming (CLP, [JL87]), and Concurrent Constraint Programmi...
Radha Jagadeesan, Gopalan Nadathur, Vijay A. Saras...
ECAI
2008
Springer
13 years 9 months ago
Structure Learning of Markov Logic Networks through Iterated Local Search
Many real-world applications of AI require both probability and first-order logic to deal with uncertainty and structural complexity. Logical AI has focused mainly on handling com...
Marenglen Biba, Stefano Ferilli, Floriana Esposito
CORR
2010
Springer
180views Education» more  CORR 2010»
13 years 8 months ago
A Meta-Programming Approach to Realizing Dependently Typed Logic Programming
Dependently typed lambda calculi such as the Logical Framework (LF) can encode relationships between terms in types and can naturally capture correspondences between formulas and ...
Zachary Snow, David Baelde, Gopalan Nadathur