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» Logic Programming, Abduction and Probability
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IJCAI
2007
13 years 11 months ago
Inside-Outside Probability Computation for Belief Propagation
In this paper we prove that the well-known correspondence between the forward-backward algorithm for hidden Markov models (HMMs) and belief propagation (BP) applied to HMMs can be...
Taisuke Sato
LPNMR
2007
Springer
14 years 4 months ago
Semantics for Possibilistic Disjunctive Programs
In this paper by considering an answer set programming approach and some basic ideas from possibilistic logic, we introduce a possibilistic disjunctive logic programming approach t...
Juan Carlos Nieves, Mauricio Osorio, Ulises Cort&e...
ENTCS
2006
117views more  ENTCS 2006»
13 years 9 months ago
Reasoning About Imperative Quantum Programs
A logic for reasoning about states of basic quantum imperative programs is presented. The models of the logic are ensembles obtained by attaching probabilities to pairs of quantum...
Rohit Chadha, Paulo Mateus, Amílcar Sernada...
GC
2004
Springer
14 years 3 months ago
The KGP Model of Agency for Global Computing: Computational Model and Prototype Implementation
Abstract. We present the computational counterpart of the KGP (Knowledge, Goals, Plan) declarative model of agency for Global Computing. In this context, a computational entity is ...
Andrea Bracciali, Neophytos Demetriou, Ulrich Endr...
CORR
2011
Springer
143views Education» more  CORR 2011»
13 years 1 months ago
Probabilistic Logic: Many-valuedness and Intensionality
The probability theory is a well-studied branch of mathematics, in order to carry out formal reasoning about probability. Thus, it is important to have a logic, both for computati...
Zoran Majkic