Charlotte Pelletier
- Temporal Convolutional Neural Network for the Classification of\n Satellite Image Time Series
2018/11/25 by Charlotte Pelletier, Pelletier, Charlotte, Geoffrey I. Webb +3 · 11 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and Land Use #Remote Sensing in Agriculture #Remote-Sensing Image Classification
- Generalized Classification of Satellite Image Time Series with Thermal\n Positional Encoding
2022/03/17 by Joachim Nyborg, Charlotte Pelletier, Nyborg, Joachim +3 · 2 citations
Agricultural and Biological Sciences · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing in Agriculture #Remote-Sensing Image Classification #Smart Agriculture and AI
- Elastic Similarity and Distance Measures for Multivariate Time Series
2021/02/19 by Ahmed Shifaz, Charlotte Pelletier, Shifaz, Ahmed +5 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #I.5.0 #I.5.2 #I.5.3 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
- Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment
2023/08/24 by François Painblanc, Painblanc, François, Laëtitia Chapel +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- MONSTER: Monash Scalable Time Series Evaluation Repository
2025/02/21 by Angus Dempster, Navid Mohammadi Foumani, Dempster, Angus +14 · 2 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Stock Market Forecasting Methods #Time Series Analysis and Forecasting