Bake off redux: a review and experimental evaluation of recent time series classification algorithms

M Middlehurst, P Schäfer, A Bagnall - Data Mining and Knowledge …, 2024 - Springer
In 2017, a research paper (Bagnall et al. Data Mining and Knowledge Discovery 31 (3): 606-
660.) compared 18 Time Series Classification (TSC) algorithms on 85 datasets from the …

Deep learning for time series classification and extrinsic regression: A current survey

N Mohammadi Foumani, L Miller, CW Tan… - ACM Computing …, 2024 - dl.acm.org
Time Series Classification and Extrinsic Regression are important and challenging machine
learning tasks. Deep learning has revolutionized natural language processing and computer …

Deep learning for time series classification

HI Fawaz - ar**
J Zhao, L Itti - Pattern Recognition, 2018 - Elsevier
Abstract Dynamic Time War** (DTW) is an algorithm to align temporal sequences with
possible local non-linear distortions, and has been widely applied to audio, video and …