Automated machine learning approach for time series classification pipelines using evolutionary optimization

AutoML: A survey of the state-of-the-art

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Computing, Autonomous Systems, Computer Science +6

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Data Mining and Knowledge Discovery · 2020 · 1.4K citations · Full text

Computing, Computer Science, Machine Learning +9

Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh – A Python package)

Maximilian Christ, N. Braun, Julius Neuffer et al. · Neurocomputing · 2018 · 1.2K citations · Full text

Computing, Computer Science, Data Science +15

Topological Data Analysis

Larry Wasserman · Annual Review of Statistics and Its Application · 2017 · 524 citations

Natural Sciences, Mathematics, Systems Analysis +7

TSFEL: Time Series Feature Extraction Library

Marília Barandas, Duarte Folgado, Letícia Fernandes et al. · SoftwareX · 2020 · 498 citations · Full text

Computing, Computer Science, Data Science +17