Petitjean, Francois
- Temporal Convolutional Neural Network for the Classification of\n Satellite Image Time Series
2018/11/25 by Charlotte Pelletier, Geoffrey I. Webb, Pelletier, Charlotte +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
- Accurate parameter estimation for Bayesian Network Classifiers using\n Hierarchical Dirichlet Processes
2017/08/24 by François Petitjean, Petitjean, Francois, Wray Buntine +5 · 2 citations
Computer Science · Mathematics · #68Q87 #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
- Monash University, UEA, UCR Time Series Extrinsic Regression Archive
2020/06/19 by Tan, Chang Wei, Bergmeir, Christoph, Petitjean, Francois +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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