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Probabilistic graphical models. Principles and applications

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Publication:5899468
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DOI10.1007/978-1-4471-6699-3zbMath1325.68007OpenAlexW2479936045MaRDI QIDQ5899468

Luis Enrique Sucar

Publication date: 27 October 2015

Published in: Advances in Computer Vision and Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-1-4471-6699-3



Mathematics Subject Classification ID

Bayesian inference (62F15) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Learning and adaptive systems in artificial intelligence (68T05) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Reasoning under uncertainty in the context of artificial intelligence (68T37)


Related Items (4)

Data-driven modelling and probabilistic analysis of interactive software usage ⋮ Statistical mechanical models for quantum codes with correlated noise ⋮ A survey of statistical learning techniques as applied to inexpensive pediatric obstructive sleep apnea data ⋮ Knowledge transfer for causal discovery


Uses Software

  • PGM_PyLib






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