Allou Samé
Allou Samé
Researcher, IFSTTAR
Geverifieerd e-mailadres voor ifsttar.fr
Titel
Geciteerd door
Geciteerd door
Jaar
Model-based clustering and segmentation of time series with changes in regime
A Samé, F Chamroukhi, G Govaert, P Aknin
Advances in Data Analysis and Classification 5 (4), 301-321, 2011
872011
A hidden process regression model for functional data description. application to curve discrimination
F Chamroukhi, A Samé, G Govaert, P Aknin
Neurocomputing 73 (7-9), 1210-1221, 2010
642010
Time series modeling by a regression approach based on a latent process
F Chamroukhi, A Samé, G Govaert, P Aknin
Neural Networks 22 (5-6), 593-602, 2009
612009
Recognition of gait cycle phases using wearable sensors
S Mohammed, A Same, L Oukhellou, K Kong, W Huo, Y Amirat
Robotics and Autonomous Systems 75, 50-59, 2016
482016
An online classification EM algorithm based on the mixture model
A Samé, C Ambroise, G Govaert
Statistics and Computing 17 (3), 209-218, 2007
422007
Estimation of fuel cell operating time for predictive maintenance strategies
R Onanena, L Oukhellou, D Candusso, A Same, D Hissel, P Aknin
international journal of hydrogen energy 35 (15), 8022-8029, 2010
372010
A classification EM algorithm for binned data
A Samé, C Ambroise, G Govaert
Computational statistics & data analysis 51 (2), 466-480, 2006
222006
A dedicated mixture model for clustering smart meter data: identification and analysis of electricity consumption behaviors
FN Melzi, A Same, MH Zayani, L Oukhellou
Energies 10 (10), 1446, 2017
202017
Model-based functional mixture discriminant analysis with hidden process regression for curve classification
F Chamroukhi, H Glotin, A Samé
Neurocomputing 112, 153-163, 2013
192013
Model-based clustering with Hidden Markov Model regression for time series with regime changes
F Chamroukhi, A Samé, P Aknin, G Govaert
The 2011 International Joint Conference on Neural Networks, 2814-2821, 2011
182011
extraction
F Chamroukhi, A Samé, G Govaert, P Aknin
18*2010
A regression model with a hidden logistic process for feature extraction from time series
F Chamroukhi, A Samé, G Govaert, P Aknin
2009 International Joint Conference on Neural Networks, 489-496, 2009
182009
A regression model with a hidden logistic process for feature extraction from time series
F Chamroukhi, A Samé, G Govaert, P Aknin
2009 International Joint Conference on Neural Networks, 489-496, 2009
182009
Modeling and clustering water demand patterns from real-world smart meter data
N Cheifetz, Z Noumir, A Samé, AC Sandraz, C Féliers, V Heim
Drinking Water Engineering and Science 2 (10), pp. 75-82, 2017
152017
Hourly solar irradiance forecasting based on machine learning models
FN Melzi, T Touati, A Same, L Oukhellou
ICMLA 2016-IEEE 15th International Conference on Machine Learning and …, 2016
122016
Online time series segmentation using temporal mixture models and Bayesian model selection
A Samé, G Govaert
2012 11th International Conference on Machine Learning and Applications 1 …, 2012
122012
Switch mechanism diagnosis using a pattern recognition approach
F Chamroukhi, A Samé, P Aknin, M Antoni
Railway Condition Monitoring, 2008 4th IET International Conference on, 1-4, 2008
122008
A variational Expectation–Maximization algorithm for temporal data clustering
H El Assaad, A Samé, G Govaert, P Aknin
Computational Statistics & Data Analysis 103, 206-228, 2016
112016
Predictive classification of water consumption time series using non-homogeneous markov models
ML Abadi, A Samé, L Oukhellou, N Cheifetz, P Mandel, C Féliers, ...
2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017
92017
Mixture-model-based signal denoising
A Samé, L Oukhellou, E Côme, P Aknin
Advances in Data Analysis and Classification 1 (1), 39-51, 2007
92007
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Artikelen 1–20