Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters

Author:

Ismail-Fawaz Ali1,Devanne Maxime1,Weber Jonathan1,Forestier Germain1

Affiliation:

1. Université de Haute Alsace,IRIMAS,Mulhouse,France

Publisher

IEEE

Reference39 articles.

1. Data augmentation using synthetic data for time series classification with deep residual networks;ismail fawaz;ArXiv e-prints,2018

2. Statistical comparisons of classifiers over multiple data sets;demšar;The Journal of Machine Learning Research,2006

3. Adversarial attacks on deep neural networks for time series classification;fawaz;2019 International Joint Conference on Neural Networks (IJCNN),2019

4. Individual Comparisons by Ranking Methods

5. Custom extended sobel filters;bogdan;arXiv preprint arXiv 1910 00883,2019

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