Émilie Poisson Caillault

Dynamic time warping-based imputation for univariate time series data

Thi-Thu-Hong Phan, Émilie Poisson Caillault, Alain Lefebvre et al. · Pattern Recognition Letters · 2017 · 88 citations · Full text

Engineering, Data Science, Data Mining +7

Hybrid Hidden Markov Model for Marine Environment Monitoring

Kevin Rousseeuw, Émilie Poisson Caillault, Alain Lefebvre et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 25 citations · Full text

Environmental Monitoring, Engineering, Marine Sensor +16

Comparative Study on Univariate Forecasting Methods for Meteorological Time Series

Thi-Thu-Hong Phan, Émilie Poisson Caillault, André Bigand · 2018 · 20 citations

Forecasting Methodology, Univariate Analysis, Engineering +17

A New Fuzzy Logic-Based Similarity Measure Applied to Large Gap Imputation for Uncorrelated Multivariate Time Series

Thi-Thu-Hong Phan, André Bigand, Émilie Poisson Caillault · Applied Computational Intelligence and Soft Computing · 2018 · 17 citations · Full text

Fuzzy Logic, Similar Subsequence, Machine Learning +13

Constrained spectral embedding for K-way data clustering

Guillaume Wacquet, Émilie Poisson Caillault, Denis Hamad et al. · Pattern Recognition Letters · 2013 · 13 citations · Full text

Spectral Theory, Engineering, Manifold Learning +6