02930nam 2200457 450 99641829540331620210312135048.03-030-65742-610.1007/978-3-030-65742-0(CKB)4100000011665177(DE-He213)978-3-030-65742-0(MiAaPQ)EBC6426118(PPN)252514696(EXLCZ)99410000001166517720210312d2021 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierAdvanced analytics and learning on temporal data 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, revised selected papers /Vincent Lemaire [and five others] (editors)1st ed. 2020.Cham, Switzerland :Springer,[2021]©20211 online resource (X, 233 p. 88 illus., 67 illus. in color.) Lecture Notes in Artificial Intelligence ;125883-030-65741-8 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.This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020. The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected papers are devoted to topics such as 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; and Bio-Informatics, Medical, Energy Consumption, Temporal Data.Lecture Notes in Artificial Intelligence ;12588Nurse practitionersNurse practitioners.610.730692Lemaire VincentMiAaPQMiAaPQMiAaPQBOOK996418295403316Advanced Analytics and Learning on Temporal Data2586678UNISA