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Elastic Similarity Measures for Multivariate Time Series Classification


Feb 20, 2021
Ahmed Shifaz, Charlotte Pelletier, Francois Petitjean, Geoffrey I. Webb

* 30 pages, 5 figures 

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A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping


May 25, 2020
Benjamin Lucas, Charlotte Pelletier, Daniel Schmidt, Geoffrey I. Webb, François Petitjean


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InceptionTime: Finding AlexNet for Time Series Classification


Sep 13, 2019
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean


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TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification


Jun 25, 2019
Ahmed Shifaz, Charlotte Pelletier, Francois Petitjean, Geoffrey I. Webb

* 28 pages, 8 figures 

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Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series


Nov 26, 2018
Charlotte Pelletier, Geoffrey I. Webb, Francois Petitjean


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Proximity Forest: An effective and scalable distance-based classifier for time series


Aug 31, 2018
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Zaidi, Bart Goethals, Francois Petitjean, Geoffrey I. Webb

* 30 pages, 12 figures 

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