Probabilistic logic over equations and domain restrictions
Sign Up to like & getrecommendations! Published in 2019 at "Mathematical Structures in Computer Science"
DOI: 10.1017/s096012951800035x
Abstract: Abstract We propose and study a probabilistic logic over an algebraic basis, including equations and domain restrictions. The logic combines aspects from classical logic and equational logic with an exogenous approach to quantitative probabilistic reasoning.… read more here.
Keywords: probabilistic logic; equations domain; logic; algebraic basis ... See more keywords
A Unified Approach to Semantic Information and Communication Based on Probabilistic Logic
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DOI: 10.1109/access.2022.3228563
Abstract: Traditionally, studies on technical communication (TC) are based on stochastic modeling and manipulation. This is not sufficient for semantic communication (SC) where semantic elements are logically connected, rather than stochastically correlated. To fill this void,… read more here.
Keywords: semantic information; unified approach; probabilistic logic; communication ... See more keywords
Asymptotical Stability and Stabilization of Continuous-Time Probabilistic Logic Networks
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DOI: 10.1109/tac.2021.3063130
Abstract: Discrete-time probabilistic logic networks (DT-PLNs), of which probabilistic Boolean networks (PBNs) are a special type, are an important qualitative model for gene regulatory networks (GRNs). Although a DT-PLN can predict the long-term behavior of a… read more here.
Keywords: time; time probabilistic; stability; logic networks ... See more keywords