| 期刊全稱 | Advanced Analytics and Learning on Temporal Data | | 期刊簡稱 | 4th ECML PKDD Worksh | | 影響因子2023 | Vincent Lemaire,Simon Malinowski,Romain Tavenard | | 視頻video | http://file.papertrans.cn/146/145232/145232.mp4 | | 學科分類 | Lecture Notes in Computer Science | | 圖書封面 |  | | 影響因子 | .This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Würzburg, Germany, in September 2019.. The 7 full papers presented together with 9 poster papers were carefully reviewed and selected from 31 submissions. The papers cover 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, on temporal data...?. | | Pindex | Conference proceedings 2020 |
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