Germain Forestier
Université de Haute-Alsace(FR)
Publications by Year
Research Areas
Time Series Analysis and Forecasting, Anomaly Detection Techniques and Applications, AI in cancer detection, Remote-Sensing Image Classification, Semantic Web and Ontologies
Most-Cited Works
- → Deep learning for time series classification: a review(2019)3,101 cited
- → Surgical data science for next-generation interventions(2017)506 cited
- Surgical data science – from concepts toward clinical translation(2022)
- → Transfer learning for time series classification(2018)264 cited
- → Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification(2014)235 cited
- → Deep learning for colon cancer histopathological images analysis(2021)218 cited
- → Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey(2024)185 cited
- → Generating Synthetic Time Series to Augment Sparse Datasets(2017)176 cited
- → Adversarial Attacks on Deep Neural Networks for Time Series Classification(2019)135 cited
- → Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm(2015)128 cited