Hidden markov models and applications
Bouguila, Nizar.

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  • Hidden markov models and applications
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Hidden markov models and applications/ edited by Nizar Bouguila, Wentao Fan, Manar Amayri.
    其他作者: Bouguila, Nizar.
    出版者: Cham :Springer International Publishing : : 2022.,
    面頁冊數: x, 298 p. :ill. (chiefly col.), digital ;24 cm.
    內容註: Chapter1. A Roadmap to Hidden Markov Models and A Review of its Application in Occupancy Estimation -- Chapter2. Bounded asymmetric Gaussian mixture-based hidden Markov models -- Chapter3. Using HMM to model neural dynamics and decode useful signals for neuroprosthetic control -- Chapter4. Fire Detection in Images with Discrete Hidden Markov Models -- Chapter5. Hidden Markov Models: Discrete Feature Selection in Activity Recognition -- Chapter6. Bayesian Inference of Hidden Markov Models using Dirichlet Mixtures -- Chapter7. Online learning of Inverted Beta-Liouville HMMs for Anomaly Detection in Crowd Scenes -- Chapter8. A Novel Continuous Hidden Markov Model for Modeling Positive Sequential Data -- Chapter9. Multivariate Beta-based Hidden Markov Models Applied to Human Activity Recognition -- Chapter10. Multivariate Beta-based Hierarchical Dirichlet Process Hidden Markov Models in Medical Applications -- Chapter11. Shifted-Scaled Dirichlet Based Hierarchical Dirichlet Process Hidden Markov Models with Variational Inference Learning.
    Contained By: Springer Nature eBook
    標題: Hidden Markov models. -
    電子資源: https://doi.org/10.1007/978-3-030-99142-5
    ISBN: 9783030991425
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W9442293 電子資源 11.線上閱覽_V 電子書 EB QA274.7 .H53 2022 一般使用(Normal) 在架 0
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