Idoumghar, Lhassane

Deep learning for time series classification: a review

Ismail Fawaz, H., Forestier, G., Weber, J., Idoumghar, L., & Muller, P.-A. (2019) · Data Mining and Knowledge Discovery

Time Series Analysis and ForecastingMusic and Audio Processing

Cited by 3,342

Inceptiontime: finding alexnet for time series classification

Ismail Fawaz, H., Lucas, B., Forestier, G., Pelletier, C., Schmidt, D. F., Weber, J., Webb, G. I., Idoumghar, L., Muller, P.-A., & Petitjean, F. (2020) · Data Mining and Knowledge Discovery

Time Series Analysis and ForecastingMusic and Audio Processing

Cited by 1,788

Transfer learning for time series classification

Ismail Fawaz, H., Forestier, G., Weber, J., Idoumghar, L., & Muller, P.-A. (2018) · 2018 IEEE International Conference on Big Data (Big Data)

Time Series Analysis and ForecastingDomain Adaptation and Few-Shot Learning

Cited by 319

Deep Neural Network Ensembles for Time Series Classification

Ismail Fawaz, H., Forestier, G., Weber, J., Idoumghar, L., & Muller, P.-A. (2019) · 2019 International Joint Conference on Neural Networks (IJCNN)

Time Series Analysis and ForecastingMusic and Audio Processing

Cited by 103