Advanced analytics and learning on t...
AALTD (Workshop) (2020 :)

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  • Advanced analytics and learning on temporal data = 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020 : revised selected papers /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Advanced analytics and learning on temporal data/ edited by Vincent Lemaire ... [et al.].
    其他題名: 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020 : revised selected papers /
    其他題名: AALTD 2020
    其他作者: Lemaire, Vincent.
    團體作者: AALTD (Workshop)
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: x, 233 p. :ill., digital ;24 cm.
    內容註: Temporal Data Clustering -- Classification of Univariate and Multivariate Time Series -- Early Classification of Temporal Data -- Deep Learning and Learning Representations for Temporal Data -- Modeling Temporal Dependencies -- Advanced Forecasting and Prediction Models -- Space-Temporal Statistical Analysis -- Functional Data Analysis Methods -- Temporal Data Streams -- Interpretable Time-Series Analysis Methods -- Dimensionality Reduction, Sparsity, Algorithmic Complexity and Big Data Challenge -- Bio-Informatics, Medical, Energy Consumption, Temporal Data.
    Contained By: Springer Nature eBook
    標題: Machine learning - Congresses. -
    電子資源: https://doi.org/10.1007/978-3-030-65742-0
    ISBN: 9783030657420
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