Advanced Analytics and Learning on Temporal Data: 4th Ecml Pkdd Workshop, Aaltd 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers
暫譯: 時間數據的進階分析與學習：第四屆 ECML PKDD 研討會，AALTD 2019，德國維爾茨堡，2019年9月20日，修訂選定論文

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in W rzburg, 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.