Probabilistic graphical models = pri...
Sucar, Luis Enrique.

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  • Probabilistic graphical models = principles and applications /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Probabilistic graphical models/ by Luis Enrique Sucar.
    其他題名: principles and applications /
    作者: Sucar, Luis Enrique.
    出版者: Cham :Springer International Publishing : : 2021.,
    面頁冊數: xxviii, 355 p. :ill. (some col.), digital ;24 cm.
    內容註: Introduction -- Probability Theory -- Graph Theory -- Bayesian Classifiers -- Hidden Markov Models -- Markov Random Fields -- Bayesian Networks: Representation and Inference -- Bayesian Networks: Learning -- Dynamic and Temporal Bayesian Networks -- Decision Graphs -- Markov Decision Processes -- Partially Observable Markov Decision Processes -- Relational Probabilistic Graphical Models -- Graphical Causal Models -- Causal Discovery -- Deep Learning and Graphical Models -- A Python Library for Inference and Learning -- Glossary -- Index.
    Contained By: Springer Nature eBook
    標題: Uncertainty (Information theory) -
    電子資源: https://doi.org/10.1007/978-3-030-61943-5
    ISBN: 9783030619435
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