ID - 131781191 TI - Advanced Analytics and Learning on Temporal Data : 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers AU - Lemaire, Vincent AU - Malinowski, Simon AU - Bagnall, Anthony AU - Bondu, Alexis AU - Guyet, Thomas AU - Tavenard, Romain PY - 2020 SN - 9783030390983 PB - Cham Springer International Publishing DB - UniCat KW - Electronics KW - Telecommunication technology KW - Programming KW - Computer architecture. Operating systems KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - optische communicatie KW - optische elektronica KW - applicatiebeheer KW - apps KW - computers KW - datacommunicatie KW - KI (kunstmatige intelligentie) KW - architectuur (informatica) KW - AI (artificiële intelligentie) UR - https://www.unicat.be/uniCat?func=search&query=sysid:131781191 AB - 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. . ER -