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ORCIDEtienne Côme
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2020 – today
- 2024
[j14]Paul de Nailly
, Etienne Côme, Latifa Oukhellou, Allou Samé, Jacques Ferriere, Yasmine Merad-Boudia:
Multivariate count time series segmentation with "sums and shares" and Poisson lognormal mixture models: a comparative study using pedestrian flows within a multimodal transport hub. Adv. Data Anal. Classif. 18(2): 455-491 (2024)- [j13]Etienne Côme:
Bayesian contiguity constrained clustering. Stat. Comput. 34(2): 64 (2024) - [i2]Hugues Moreau, Etienne Côme, Allou Samé, Latifa Oukhellou:
A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport Ridership. CoRR abs/2402.12392 (2024) - 2023
- [c26]Hugues Moreau, Etienne Côme, Allou Samé, Latifa Oukhellou:
A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport Ridership. ICDM (Workshops) 2023: 1259-1268 - 2021
- [j12]Thomas Bapaume, Etienne Côme, Jérémy Roos, Mostafa Ameli, Latifa Oukhellou:
Image Inpainting and Deep Learning to Forecast Short-Term Train Loads. IEEE Access 9: 98506-98522 (2021) - [j11]Etienne Côme, Nicolas Jouvin, Pierre Latouche, Charles Bouveyron:
Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Adv. Data Anal. Classif. 15(4): 957-986 (2021) - [c25]Etienne Côme, Latifa Oukhellou, Allou Samé, Lijun Sun:
Machine learning and data mining for urban mobility intelligence. ESANN 2021 - [c24]Benoit Matet, Etienne Côme, Angelo Furno, Loïc Bonnetain, Latifa Oukhellou, Nour-Eddin El Faouzi:
A Lightweight Approach for Origin-Destination Matrix Anonymization. ESANN 2021 - 2020
- [i1]Florian Toqué, Etienne Côme, Martin Trépanier, Latifa Oukhellou:
Forecasting of the Montreal Subway Smart Card Entry Logs with Event Data. CoRR abs/2008.09842 (2020)
2010 – 2019
- 2018
- [c23]Mohamed Khalil El Mahrsi, Cindie Andrieu, Etienne Côme, Zakaria Bezza, Latifa Oukhellou, Fabrice Rossi:
Traffic Characterization on Airport Surface Using Aircraft Ground Trajectories. ITSC 2018: 3879-3885 - 2017
- [j10]Mohamed Khalil El Mahrsi, Etienne Côme, Latifa Oukhellou, Michel Verleysen:
Clustering Smart Card Data for Urban Mobility Analysis. IEEE Trans. Intell. Transp. Syst. 18(3): 712-728 (2017) - [c22]Pierre Borgnat, Etienne Côme, Latifa Oukhellou:
Processing, mining and visualizing massive urban data. ESANN 2017 - [c21]Anaïs Rémy, Etienne Côme:
Multiscale Spatio-Temporal Data Aggregation and Mapping for Urban Data Exploration. ESANN 2017 - [c20]Florian Toqué, Mostepha Khouadjia, Etienne Côme, Martin Trépanier, Latifa Oukhellou:
Short & long term forecasting of multimodal transport passenger flows with machine learning methods. ITSC 2017: 560-566 - 2016
- [j9]Anne-Sarah Briand, Etienne Côme, Mohamed Khalil El Mahrsi, Latifa Oukhellou:
A mixture model clustering approach for temporal passenger pattern characterization in public transport. Int. J. Data Sci. Anal. 1(1): 37-50 (2016) - [c19]Florian Toqué, Etienne Côme, Mohamed Khalil El Mahrsi, Latifa Oukhellou:
Forecasting dynamic public transport Origin-Destination matrices with long-Short term Memory recurrent neural networks. ITSC 2016: 1071-1076 - 2015
- [j8]Etienne Côme, Marie Cottrell, Patrice Gaubert:
Analysis of professional trajectories using disconnected self-organizing maps. Neurocomputing 147: 185-196 (2015) - [j7]Pierre-Antoine Laharotte, Romain Billot, Etienne Côme, Latifa Oukhellou, Alfredo Nantes, Nour-Eddin El Faouzi:
Spatiotemporal Analysis of Bluetooth Data: Application to a Large Urban Network. IEEE Trans. Intell. Transp. Syst. 16(3): 1439-1448 (2015) - [c18]Anne-Sarah Briand, Etienne Côme, Mohamed Khalil El Mahrsi, Latifa Oukhellou:
A mixture model clustering approach for temporal passenger pattern characterization in public transport. DSAA 2015: 1-10 - 2014
- [j6]Andry Njato Randriamanamihaga, Etienne Côme, Latifa Oukhellou, Gérard Govaert:
Clustering the Vélib' dynamic Origin/Destination flows using a family of Poisson mixture models. Neurocomputing 141: 124-138 (2014) - [j5]Etienne Côme, Latifa Oukhellou:
Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib' System of Paris. ACM Trans. Intell. Syst. Technol. 5(3): 39:1-39:21 (2014) - [c17]Wissam Sammouri, Etienne Côme, Latifa Oukhellou, Patrice Aknin, Charles-Eric Fonlladosa:
Pattern recognition approach for the prediction of infrequent target events in floating train data sequences within a predictive maintenance framework. ITSC 2014: 918-923 - 2013
- [c16]Johanna Baro, Etienne Côme, Patrice Aknin, Olivier Bonin:
Hierarchical and multiscale Mean Shift segmentation of population grids. ESANN 2013 - [c15]Andry Njato Randriamanamihaga, Etienne Côme, Latifa Oukhellou, Gérard Govaert:
Clustering the Vélib' origin-destinations flows by means of Poisson mixture models. ESANN 2013 - [c14]Wissam Sammouri, Etienne Côme, Latifa Oukhellou, Patrice Aknin:
Mining Floating Train Data Sequences for Temporal Association Rules within a Predictive Maintenance Framework. ICDM 2013: 112-126 - 2012
- [j4]Etienne Côme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin:
Fault diagnosis of a railway device using semi-supervised independent factor analysis with mixing constraints. Pattern Anal. Appl. 15(3): 313-326 (2012) - [j3]Zohra Leila Cherfi, Latifa Oukhellou, Etienne Côme, Thierry Denoeux, Patrice Aknin:
Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis. Soft Comput. 16(5): 741-754 (2012) - [c13]Wissam Sammouri, Etienne Côme, Latifa Oukhellou, Patrice Aknin, Charles-Eric Fonlladosa, Kevin Prendergast:
Temporal association rule mining for the preventive diagnosis of onboard subsystems within floating train data framework. ITSC 2012: 1351-1356 - [c12]Aude Hofleitner, Etienne Côme, Latifa Oukhellou, Jean-Patrick Lebacque, Alexandre M. Bayen:
Automatic inference of map attributes from mobile data. ITSC 2012: 1687-1692 - [c11]Etienne Côme, Marie Cottrell, Patrice Gaubert:
Professional Trajectories of Workers Using Disconnected Self-Organizing Maps. WSOM 2012: 295-304 - 2011
- [c10]Latifa Oukhellou, Etienne Côme, Patrice Aknin, Thierry Denoeux:
Semi-supervised Feature Extraction Using Independent Factor Analysis. ICMLA (2) 2011: 330-333 - [c9]Zohra Leila Cherfi, Latifa Oukhellou, Etienne Côme, Thierry Denoeux, Patrice Aknin:
Using Imprecise and Uncertain Information to Enhance the Diagnosis of a Railway Device. NL-MUA 2011: 213-220 - [c8]Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance. WSOM 2011: 298-307 - 2010
- [c7]Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
Self Organizing Star (SOS) for health monitoring. ESANN 2010 - [c6]Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
Aircraft Engine Health Monitoring Using Self-Organizing Maps. ICDM 2010: 405-417
2000 – 2009
- 2009
- [j2]Etienne Côme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin:
Learning from partially supervised data using mixture models and belief functions. Pattern Recognit. 42(3): 334-348 (2009) - [c5]Etienne Côme, Latifa Oukhellou, Patrice Aknin, Thierry Denoeux:
Partially-supervised learning in Independent Factor Analysis. ESANN 2009 - [c4]Zohra Leila Cherfi, Etienne Côme, Latifa Oukhellou, Patrice Aknin:
Railway device diagnosis using sparse Independent Component Analysis. EUSIPCO 2009: 2042-2046 - [c3]Etienne Côme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin:
Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis. ICANN (2) 2009: 416-425 - 2008
- [c2]Etienne Côme, Zohra Leila Cherfi, Latifa Oukhellou, Patrice Aknin:
Semi-supervised IFA with Prior Knowledge on the Mixing Process: An Application to a Railway Device Diagnosis. ICMLA 2008: 415-420 - [c1]Etienne Côme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin:
Mixture Model Estimation with Soft Labels. SMPS 2008: 165-174 - 2007
- [j1]Allou Samé, Latifa Oukhellou, Etienne Côme, Patrice Aknin:
Mixture-model-based signal denoising. Adv. Data Anal. Classif. 1(1): 39-51 (2007)
Coauthor Index
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last updated on 2024-10-07 22:07 CEST by the dblp team
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