In the name of of Allah the Merciful

دانلود کتاب آنالیز پیشرفته و یادگیری در مورد داده های زمانی

Advanced Analytics and Learning on Temporal Data | Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard | ISBN: 3030390977, 978-3030390976, B0846GPYGR

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سال انتشار: 2020

تعداد صفحات: 236

زبان فایل: انگلیسی

فرمت فایل: pdf

حجم فایل: 20MB

ناشر: Springer

4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers 

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.