Multivariate Time Series Classification with WEASEL+MUSE

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Multivariate Time Series Classification with WEASEL+MUSE

30 November 2017

Patrick Schäfer

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Papers citing "Multivariate Time Series Classification with WEASEL+MUSE"

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Title
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers Kevin Fauvel Véronique Masson Elisa Fromont AI4TS 77 17 0 29 May 2020
XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification Kevin Fauvel Elisa Fromont Véronique Masson P. Faverdin Alexandre Termier AI4TS 72 44 0 07 May 2020
Adversarial Attacks on Multivariate Time Series Samuel Harford Fazle Karim H. Darabi AI4TS AAML 55 22 0 31 Mar 2020
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification Wensi Tang Guodong Long Lu Liu Dinesh Manocha Michael Blumenstein Jing Jiang AI4TS 118 104 0 24 Feb 2020
Dataset: Rare Event Classification in Multivariate Time Series Chitta Ranjan Mahendranath Reddy Markku Mustonen K. Paynabar Karim Pourak 49 32 0 27 Sep 2018
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains Thach le Nguyen S. Gsponer Iulia Ilie Georgiana Ifrim AI4TS 47 12 0 12 Aug 2018
Detecting and interpreting myocardial infarction using fully convolutional neural networks Nils Strodthoff C. Strodthoff 100 154 0 18 Jun 2018
Multivariate LSTM-FCNs for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi Samuel Harford AI4TS 94 839 0 14 Jan 2018