Probabilistic inference in credal networks

MauáDenis Deratani; De CamposCassio Polpo; BenavoliAlessio; AntonucciAlessandro

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Probabilistic inference in credal networks

MauáDenis Deratani De CamposCassio Polpo BenavoliAlessio AntonucciAlessandro

Year: 2014

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Abstract

Credal networks are graph-based statistical models whose parameters take values in a set, instead of being sharply specified as in traditional statistical models (e.g., Bayesian networks). The comp...

Keywords:

Inference Probabilistic logic Computer science Artificial intelligence Machine learning

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Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Data Management and Algorithms

Physical Sciences → Computer Science → Signal Processing

Advanced Clustering Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

Probabilistic inference in credal networks

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