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Deep learning for time series classification

Oct 01, 2020
Hassan Ismail Fawaz

* PhD thesis 

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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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Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

Aug 20, 2019
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

* Accepted at IJCARS Special Issue for MICCAI 2018 

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Automatic alignment of surgical videos using kinematic data

Apr 26, 2019
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller

* Accepted at AIME 2019 

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Transfer learning for time series classification

Nov 05, 2018
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

* Accepted at IEEE International Conference on Big Data 2018 

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Deep learning for time series classification: a review

Sep 12, 2018
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller


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Data augmentation using synthetic data for time series classification with deep residual networks

Aug 07, 2018
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

* Accepted at AALTD'18 workshop in ECML/PKDD 

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Evaluating surgical skills from kinematic data using convolutional neural networks

Jun 07, 2018
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

* Accepted at MICCAI 2018 

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