Germain Forestier

1. Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
   2023/02/06 by Navid Mohammadi Foumani, Foumani, Navid Mohammadi, Lynn Miller +9 · 17 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Data augmentation using synthetic data for time series classification with deep residual networks
   2018/08/07 by Hassan Ismail Fawaz, Germain Forestier, Fawaz, Hassan Ismail +7 · 6 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
   2023/05/19 by Ali Ismail-Fawaz, Angus Dempster, Ismail-Fawaz, Ali +19 · 3 citations
   Computer Science · Decision Sciences · #Machine Learning and Data Classification #Multi-Criteria Decision Making
4. Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics
   2024/05/13 by Ali Ismail-Fawaz, Ismail-Fawaz, Ali, Maxime Devanne +7 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG)
5. Look Into the LITE in Deep Learning for Time Series Classification
   2024/09/04 by Ali Ismail-Fawaz, Ismail-Fawaz, Ali, Maxime Devanne +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting