ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels von Dempster, Angus, Petitjean, François, Webb, Geoffrey I.

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TS-CHIEF: a scalable and accurate forest algorithm for time series classification von Shifaz, Ahmed, Pelletier, Charlotte, Petitjean, François, Webb, Geoffrey I.

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Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series von Pelletier, Charlotte, Webb, Geoffrey, Petitjean, François

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A global averaging method for dynamic time warping, with applications to clustering von Petitjean, François, Ketterlin, Alain, Gançarski, Pierre

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InceptionTime: Finding AlexNet for time series classification von Ismail Fawaz, Hassan, Lucas, Benjamin, Forestier, Germain, Pelletier, Charlotte, Schmidt, Daniel F., Weber, Jonathan, Webb, Geoffrey I., Idoumghar, Lhassane, Muller, Pierre-Alain, Petitjean, François

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Satellite Image Time Series Analysis Under Time Warping von Petitjean, F., Inglada, J., Gancarski, P.

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Proximity Forest: an effective and scalable distance-based classifier for time series von Lucas, Benjamin, Shifaz, Ahmed, Pelletier, Charlotte, O’Neill, Lachlan, Zaidi, Nayyar, Goethals, Bart, Petitjean, François, Webb, Geoffrey I.

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Tight lower bounds for dynamic time warping von Webb, Geoffrey I., Petitjean, François

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Bipolar Issue von Petitjean, François

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Time series extrinsic regression: Predicting numeric values from time series data von Tan, Chang Wei, Bergmeir, Christoph, Petitjean, François, Webb, Geoffrey I.

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Analyzing concept drift and shift from sample data von Webb, Geoffrey I., Lee, Loong Kuan, Goethals, Bart, Petitjean, François

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FastEE: Fast Ensembles of Elastic Distances for time series classification von Tan, Chang Wei, Petitjean, François, Webb, Geoffrey I.

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A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping von Lucas, Benjamin, Pelletier, Charlotte, Schmidt, Daniel, Webb, Geoffrey I., Petitjean, François

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Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm von Petitjean, François, Forestier, Germain, Webb, Geoffrey I., Nicholson, Ann E., Chen, Yanping, Keogh, Eamonn

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Spatio-temporal reasoning for the classification of satellite image time series von Petitjean, François, Kurtz, Camille, Passat, Nicolas, Gançarski, Pierre

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Bayesian network classifiers using ensembles and smoothing von Zhang, He, Petitjean, François, Buntine, Wray

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Live fuel moisture content estimation from MODIS: A deep learning approach von Zhu, Liujun, Webb, Geoffrey I., Yebra, Marta, Scortechini, Gianluca, Miller, Lynn, Petitjean, François

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Efficient Satellite Image Time Series Analysis Under Time Warping von Petitjean, Francois, Weber, Jonathan

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Summarizing a set of time series by averaging: From Steiner sequence to compact multiple alignment von Petitjean, François, Gançarski, Pierre

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Elastic similarity and distance measures for multivariate time series von Shifaz, Ahmed, Pelletier, Charlotte, Petitjean, François, Webb, Geoffrey I.

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