- Probabilistic Logic Neural Networks for Reasoning
2019/06/20 by Meng Qu, Qu, Meng, Jian Tang +1 · 17 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial intelligence #Autoepistemic logic #Bayesian Modeling and Causal Inference #Computer science #Description logic #Domain knowledge #Embedding #FOS: Computer and information sciences #Inference #Leverage (statistics) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Multimodal logic #Probabilistic logic #Probabilistic logic network #Theoretical computer science #Topic Modeling #cs.AI #cs.LG #stat.ML
- Fuzzy Logic and Probability
2013/02/20 by Petr Hajek, Petr Hájek, Lluis Godo +5 · 90 citations
Computer Science · Mathematics · #Advanced Algebra and Logic #Artificial Intelligence (cs.AI) #Artificial intelligence #Autoepistemic logic #Bayesian Modeling and Causal Inference #Classical logic #Computer science #Conditional probability #Description logic #FOS: Computer and information sciences #Formalism (music) #Fuzzy logic #Logic, Reasoning, and Knowledge #Mathematics #Multimodal logic #Probabilistic argumentation #Probabilistic logic #Probabilistic logic network #Programming language #Rotation formalisms in three dimensions #Subjective logic #Theoretical computer science #cs.AI
- Inference in Probabilistic Logic Programs using Weighted CNF's
2012/02/14 by Daan Fierens, Guy Van den Broeck, Fierens, Daan +7 · 72 citations
Computer Science · #Algorithm #Artificial intelligence #Autoepistemic logic #Bayesian Modeling and Causal Inference #Computer science #Description logic #Formalism (music) #Inference #Logic programming #Logic, Reasoning, and Knowledge #Machine learning #Multimodal logic #Probabilistic CTL #Probabilistic analysis of algorithms #Probabilistic argumentation #Probabilistic logic #Probabilistic logic network #Rule of inference #Semantic Web and Ontologies #Theoretical computer science #Variable elimination #cs.AI
- The computational complexity of probabilistic inference using bayesian belief networks
1990/03/01 by Gregory F. Cooper · 1,102 citations
Computer Science · #AI-based Problem Solving and Planning #Algorithm #Approximate inference #Artificial intelligence #Bayesian Modeling and Causal Inference #Bayesian inference #Bayesian network #Bayesian probability #Belief propagation #Computer science #Inference #Knowledge representation and reasoning #Machine Learning and Algorithms #Machine learning #Probabilistic logic #Probabilistic logic network #Theoretical computer science