Latifa Oukhellou

113

Documents

Publications

	Forecasting passenger flows and headway at train level for a public transport line: Focus on atypical situations Thomas Bapaume , Etienne Côme , Mostafa Ameli , Jérémy Roos , Latifa Oukhellou Transportation research. Part C, Emerging technologies, 2023, 153, pp.104195. ⟨10.1016/j.trc.2023.104195⟩ Article dans une revue hal-04401284v1
	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 Paul de Nailly , Etienne Côme , Latifa Oukhellou , Allou Samé , Jacques Ferriere Advances in Data Analysis and Classification, 2023, ⟨10.1007/s11634-023-00543-9⟩ Article dans une revue hal-04401340v1
	Adaptative generalisation over a value hierarchy for the k -anonymisation of Origin–Destination matrices Benoit Matet , Angelo Furno , Marco Fiore , Etienne Côme , Latifa Oukhellou Transportation research. Part C, Emerging technologies, 2023, 154, pp.104236. ⟨10.1016/j.trc.2023.104236⟩ Article dans une revue hal-04302102v1
	A Trustworthy Internet of Vehicles: The DAO to Safe, Secure, and Collaborative Autonomous Driving Jing Yang , Qinghua Ni , Guiyang Luo , Qi Cheng , Latifa Oukhellou IEEE Transactions on Intelligent Vehicles, 2023, 8 (12), pp.4678-4681. ⟨10.1109/TIV.2023.3337345⟩ Article dans une revue hal-04401352v1
	What can we learn from 9 years of ticketing data at a major transport hub? A structural time series decomposition Paul de Nailly , Etienne Come , Allou Same , Latifa Oukhellou , Jacques Ferriere Transportmetrica A: Transport Science, 2022, 18 (3), pp 1445-1469. ⟨10.1080/23249935.2021.1948626⟩ Article dans une revue hal-03600561v1
	Contextual anomaly detection on time series: a case study of metro ridership analysis Kevin Pasini , Mostepha Khouadjia , Allou Samé , Martin Trépanier , Latifa Oukhellou Neural Computing and Applications, 2022, 34, pp.1483-1507. ⟨10.1007/s00521-021-06455-z⟩ Article dans une revue hal-03472163v1
	Online common change-point detection in a set of nonstationary categorical time series Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel Neurocomputing, 2021, 439, pp 176-196. ⟨10.1016/j.neucom.2021.01.066⟩ Article dans une revue hal-03596123v1
	Powered Two-Wheeler Riding Profile Clustering for an In-Depth Study of Bend-Taking Practices Mohamed Diop , Abderrahmane Boubezoul , Latifa Oukhellou , Stéphane Espie Sensors, 2020, 20 (22), 19p. ⟨10.3390/s20226696⟩ Article dans une revue hal-03609529v1
	Detection of cleaning interventions on photovoltaic modules with machine learning Matthias Heinrich , Simon Meunier , Allou Same , Loic Queval , Arouna Darga Applied Energy, 2020, 263, pp.114642. ⟨10.1016/j.apenergy.2020.114642⟩ Article dans une revue hal-02505429v1
	Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel ACM Transactions on Intelligent Systems and Technology, 2019, 1 (1), 22p. ⟨10.1145/3347452⟩ Article dans une revue hal-02278251v1
	Data-driven based approach to aid Parkinson's disease diagnosis Nicolas Khoury , Ferhat Attal , Yacine Amirat , Latifa Oukhellou , Samer Mohammed Sensors, 2019, 19 (2), pp.242. ⟨10.3390/s19020242⟩ Article dans une revue hal-02278256v1
	Powered Two-Wheelers Critical Events Detection and Recognition Using Data-Driven Approaches Ferhat Attal , Abderrahmane Boubezoul , Allou Same , Latifa Oukhellou , Stéphane Espie IEEE Transactions on Intelligent Transportation Systems, 2018, 19 (12), pp 4011-4022. ⟨10.1109/TITS.2018.2797065⟩ Article dans une revue hal-01889113v1
	Intermodal mobility analysis with smart-card data. Spatio-temporal analysis of the bus-metro network of Rennes metropole Cyprien Richer , Etienne Côme , Mohamed Khalil El mahrsi , Latifa Oukhellou Cybergeo : Revue européenne de géographie / European journal of geography, 2018, ⟨10.4000/cybergeo.29132⟩ Article dans une revue halshs-01795850v1
	L'ouverture des données, une opportunité pour la recherche sur les transports et la mobilité Patrice Aknin , Etienne Come , Latifa Oukhellou Transports urbains : mobilité, réseaux, territoires, 2018, 132, pp.21-27. ⟨10.3917/turb.132.0021⟩ Article dans une revue hal-01897482v1
	Réussir les transitions que nous sommes en train de vivre. Point de vue de la directrice de l'Institut Francais des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux - Ifsttar Hélène Jacquot-Guimbal , Jean-Bernard Kovarik , Latifa Oukhellou , Alain L'Hostis , Guillaume Uster TEC Mobilité intelligente [Revue TEC : Transport Environnement Circulation], 2017, 232, 2p Article dans une revue hal-01463074v1
	Analyzing year-to-year changes in public transport passenger behaviour using smart card data Anne Sarah Briand , Etienne Come , Martin Trepanier , Latifa Oukhellou Transportation research. Part C, Emerging technologies, 2017, 79, pp 274-289. ⟨10.1016/j.trc.2017.03.021⟩ Article dans une revue hal-01569729v1
	The dynamic multifractality in PEMFC stack voltage signal as a tool for the aging monitoring Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou International Journal of Hydrogen Energy, 2017, 42 (2), pp.1466-1471. ⟨10.1016/j.ijhydene.2016.04.033⟩ Article dans une revue hal-01352103v1
	A Dedicated Mixture Model for Clustering Smart Meter Data: Identification and Analysis of Electricity Consumption Behaviors Fateh Nassim Melzi , Allou Same , Mohamed Haykel Zayani , Latifa Oukhellou Energies, 2017, 10 (10), 21 p. ⟨10.3390/en10101446⟩ Article dans une revue hal-01592077v1
	Multifractal analysis of stack voltage based on wavelet leaders: A new tool for PEMFC diagnosis Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou Fuel Cells, 2017, 17 (2), pp.217-224. ⟨10.1002/fuce.201600029⟩ Article dans une revue hal-02074074v1
	A Mixture Model Clustering Approach for Temporal Passenger Pattern Characterization in Public Transport Anne Sarah Briand , Etienne Come , Mohamed Khalil El Mahrsi , Latifa Oukhellou International Journal of Data Science and Analytics, 2016, 1 (1), pp 37-50. ⟨10.1007/s41060-015-0002-x⟩ Article dans une revue hal-01352861v1
	Fusion-based Surveillance WSN Deployment using Dempster-Shafer Theory Mustapha Reda Senouci , Abdelhamid Mellouk , Nadjib Aitsaadi , Latifa Oukhellou Journal of Network and Computer Applications (JNCA), 2016, 64, pp 154-166. ⟨10.1016/j.jnca.2015.12.014⟩ Article dans une revue hal-01351590v1
	Clustering Smart Card Data for Urban Mobility Analysis Mohamed Khalil El Mahrsi , Etienne Come , Latifa Oukhellou , Michel Verleysen IEEE Transactions on Intelligent Transportation Systems, 2016, 17p. ⟨10.1109/TITS.2016.2600515⟩ Article dans une revue hal-01467221v1
	Recognition of gait cycle phases using wearable sensors Samer S. Mohammed , Allou Same , Latifa Oukhellou , Kyoungchul Kong , Weiguang Huo Robotics and autonomous system, 2016, 75, pp 50-59. ⟨10.1016/j.robot.2014.10.012⟩ Article dans une revue hal-01350732v1
	WSNs deployment framework based on the theory of belief functions Mustapha Reda Senouci , Abdelhamid Mellouk , Latifa Oukhellou , Amar Aissani Computer Networks, 2015, 88, pp 12-26. ⟨10.1016/j.comnet.2015.05.014⟩ Article dans une revue hal-01471357v1
	Spatiotemporal Analysis of Bluetooth Data: Application to a Large Urban Network Pierre-Antoine Laharotte , Romain Billot , Etienne Come , Latifa Oukhellou , Alfredo Nantes IEEE Transactions on Intelligent Transportation Systems, 2015, 16 (3), pp 1439-1448. ⟨10.1109/TITS.2014.2367165⟩ Article dans une revue hal-01213936v1
	Physical Human Activity Recognition Using Wearable Sensors Ferhat Attal , Samer S. Mohammed , Mariam Dedabrishvili , Faicel Chamroukhi , Latifa Oukhellou Sensors, 2015, 15 (12), pp.31314-31338 Article dans une revue hal-01352101v1
	Powered Two-Wheeler Riding Pattern Recognition Using a Machine-Learning Framework Ferhat Attal , Abderrahmane Boubezoul , Latifa Oukhellou , Stéphane Espie IEEE Transactions on Intelligent Transportation Systems, 2015, 16 (1), pp 475-487. ⟨10.1109/TITS.2014.2346243⟩ Article dans une revue hal-01216353v1
	Model-based count series clustering for Bike Sharing System usage mining, a case study with the Velib system of Paris Etienne Come , Latifa Oukhellou ACM Transactions on Intelligent Systems and Technology, 2014, 27p Article dans une revue hal-01052621v1
	PEMFC stack voltage singularity measurement and fault classification Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou International Journal of Hydrogen Energy, 2014, 39 (36), pp. 21631-21637. ⟨10.1016/j.ijhydene.2014.09.117⟩ Article dans une revue hal-01431765v1
	Clustering the Vélib' Dynamic Origin/Destination flows using a family of Poisson Mixture Models Andry Randriamanamihaga , Etienne Come , Latifa Oukhellou , Gérard Govaert Neurocomputing, 2014, 141, pp 128-138. ⟨10.1016/j.neucom.2014.01.050⟩ Article dans une revue hal-01045206v1
	Belief functions in telecommunications and network technologies: an overview Mustapha Reda Senouci , Abdelhamid Mellouk , Mohamed Abdelkrim Senouci , Latifa Oukhellou Annals of Telecommunications - annales des télécommunications, 2014, 69 (3-4), pp 135-145. ⟨10.1007/s12243-014-0428-5⟩ Article dans une revue hal-01052672v1
	Fuel cell diagnosis method based on multifractal analysis of stack voltage signal D Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou International Journal of Hydrogen Energy, 2014, 39 (5), pp 2236-2245. ⟨10.1016/j.ijhydene.2013.11.066⟩ Article dans une revue hal-01049913v1
	Belief functions and uncertainty management in networks and telecommunication Abdelhamid Mellouk , Latifa Oukhellou , Lei Shu , Glenn Shafer Annals of Telecommunications - annales des télécommunications, 2014, 69 (3-4), pp 131-133. ⟨10.1007/s12243-014-0425-8⟩ Article dans une revue hal-01053257v1
	An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression Dorra Trabelsi , Samer Mohammed , Faicel Chamroukhi , Latifa Oukhellou , Yacine Amirat IEEE Transactions on Automation Science and Engineering, 2013, 3 (10), pp.829-335. ⟨10.1109/TASE.2013.2256349⟩ Article dans une revue hal-00865069v1
	Joint segmentation of multivariate time series with hidden process regression for human activity recognition Faicel Chamroukhi , S Mohammed , Latifa Oukhellou , Y Amirat , Dorra Trabelsi Neurocomputing, 2013, 633 (120), pp.633-644. ⟨10.1016/j.neucom.2013.04.003⟩ Article dans une revue hal-00864854v1
	Fuel Cell Health Monitoring Using Self Organizing Maps Raissa Onanena , Latifa Oukhellou , Etienne Come , Samir Jemei , Denis Candusso Chemical Engineering Transactions, 2013, 33 (33), pp 1021-1026. ⟨10.3303/CET1333171⟩ Article dans une revue hal-00865214v1
	Fault diagnosis of a railway device using semi-supervised independent factor analysis with mixing constraints Etienne Côme , Latifa Oukhellou , Thierry Denœux , Patrice Aknin Pattern Analysis and Applications, 2012, 15 (3), pp.313-326. ⟨10.1007/s10044-011-0212-3⟩ Article dans une revue hal-00750589v1
	Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis Zohra Leila Cherfi , Latifa Oukhellou , Etienne Côme , Thierry Denoeux , Patrice Aknin Soft Computing, 2012, 16 (5), pp.741-754. ⟨10.1007/s00500-011-0766-4⟩ Article dans une revue hal-00688783v1
	Fuel cells static and dynamic characterizations as tools for the estimation of their ageing time Raissa Onanena , Latifa Oukhellou , Denis Candusso , Fabien Harel , Daniel Hissel International Journal of Hydrogen Energy, 2011, 36 (2), pp. 1730-1739. ⟨10.1016/j.ijhydene.2010.10.064⟩ Article dans une revue hal-00985761v1
	Estimation of fuel cell operating time for predictive maintenance strategies R. Onanena , Latifa Oukhellou , Denis Candusso , Allou Same , Daniel Hissel International Journal of Hydrogen Energy, 2010, vol.35 (n.15), pp 8022-9. ⟨10.1016/j.ijhydene.2010.05.039⟩ Article dans une revue hal-00559459v1
	Fault diagnosis in railway track circuits using Dempster–Shafer classifier fusion Latifa Oukhellou , Alexandra Debiolles , Thierry Denoeux , Patrice Aknin Engineering Applications of Artificial Intelligence, 2010, 23 (1), pp.117-128. ⟨10.1016/j.engappai.2009.06.005⟩ Article dans une revue hal-00467941v1
	Learning from partially supervised data using mixture models and belief functions. Etienne Côme , Latifa Oukhellou , Thierry Denoeux , Patrice Aknin Pattern Recognition, 2009, 42 (3), pp.334-348. ⟨10.1016/j.patcog.2008.07.014⟩ Article dans une revue hal-00446583v1
	Mixture-model-based signal denoising Allou Samé , Latifa Oukhellou , Etienne Côme , Patrice Aknin Advances in Data Analysis and Classification, 2007, 1 (1), pp.39-51 Article dans une revue hal-00447038v1

	Use of Origin-Destination data in synthetic travel demand synthesis Benoît Matet , Étienne Côme , Angelo Furno , Sebastian Hörl , Latifa Oukhellou 9th International Symposium on Transportation Data Modelling (ISTDM2023), Jun 2023, Ispra, Joint Research Center, Italy Communication dans un congrès hal-04496171v1
	Vision Transformer and Inpainting based Approach for Short-term Forecasting of Passenger Loads on a Transit Metro Line. Focus on Explainability and Atypical Situation prediction Thomas Bapaume , Etienne Côme , Mostafa Ameli , Jérémy Roos , Latifa Oukhellou 102nd Annual Meeting Transportation Research Board, Jan 2023, Washington D.C., United States Communication dans un congrès hal-04302202v1
	A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport Ridership Hugues Moreau , Étienne Côme , Allou Samé , Latifa Oukhellou 2023 IEEE International Conference on Data Mining Workshops (ICDMW), Dec 2023, Shanghai, China. pp.1259-1268, ⟨10.1109/ICDMW60847.2023.00163⟩ Communication dans un congrès hal-04461404v1
	Deep probabilistic forecasting of count data in multimodal transport systems Paul de Nailly , Étienne Côme , Latifa Oukhellou , Allou Badara Samé , Jacques Ferriere Second Triennial Transportation and Logistics Society Conference (TSL 2023), Transportation and Logistics Society, Jul 2023, Chicago, United States Communication dans un congrès hal-04496090v1
	Use of Origin-Destination data for calibration and spatialization of synthetic travel demand Benoît Matet , Etienne Côme , Angelo Furno , Sebastian Hörl , Latifa Oukhellou hEART'23. 11th Symposium of the European Association for Research in Transportation, Sep 2023, Zurich (CH), Switzerland Communication dans un congrès hal-04201484v1
	Developing housing situations archetypes to apprehend the role of the residential context in the construction of domestic energy consumption : A French case-study Matthias Heinrich , Marie Ruellan , Jean-Pierre Lévy , Allou Samé , Latifa Oukhellou 41st Annual International Energy Workshop (IEW), Jun 2023, Golden (Colorado), United States Communication dans un congrès hal-04503800v1
	What insights can we draw from our residential energy models?: guidelines for future modelling exercises Matthias Heinrich , Marie Ruellan , Jean-Pierre Lévy , Allou Samé , Latifa Oukhellou The 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Nov 2022, Boston, United States. ⟨10.1145/3563357.3567833⟩ Communication dans un congrès hal-03892639v1
	Classification et décomposition de séries temporelles pour l'analyse de données thermiques du bâtiment Louise Bonfils , Allou Samé , Latifa Oukhellou 27èmes Rencontres de la Société Francophone de Classification (SFC 2022), Sep 2022, Lyon, France Communication dans un congrès hal-04504984v1
	Dynamic clustering and modeling of temporal data subject to common regressive effects Louise Bonfils , Allou Same , Latifa Oukhellou ESANN 2021, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2021, Bruges, Belgium. 6p Communication dans un congrès hal-03601786v1
	Forecasting passenger load in a transit network using data driven models Kevin Pasini , Mostepha Khouadjia , Fabrice Ganansia , Latifa Oukhellou WCRR 2019, 12th World Congress on Railway Research, Oct 2019, Tokyo, Japan Communication dans un congrès hal-02278238v2
	Representation Learning of public transport data. Application to event detection Kevin Pasini , Allou Same , Mostepha Khouadjia , Fabrice Ganansia , Latifa Oukhellou 5th International Workshop and Symposium TransitData 2019, Jul 2019, Paris, France Communication dans un congrès hal-02298663v1
	Visualization tools for spatio-temporal time-series analysis with context awareness: Montreal subway case Florian Toque , Etienne Come , Latifa Oukhellou , Martin Trepanier TRANSITDATA 2019, 5th International Workshop and Symposium, Jul 2019, Paris, France Communication dans un congrès hal-02281412v2
	Detection of atypical events on a public transport network using smart card data Anne Sarah Briand , Etienne Come , Latifa Oukhellou , Mostepha Khouadjia The 47th European Transport Conference, Oct 2019, Dublin, Ireland Communication dans un congrès hal-02474565v1
	Modèle LSTM encodeur-prédicteur pour la prévision court-terme de l'affluence dans les transports collectifs Kevin Pasini , Mostepha Khouadjia , Allou Same , Fabrice Ganansia , Patrice Aknin CAP 2019, Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France Communication dans un congrès hal-02298337v1
	Détection en ligne de multiples changements dans un panel de données catégorielles Milad Leyli-Abadi , Allou Same , Latifa Oukhellou SFC 2019, XXVIèmes rencontres de la société francophone de classification, Sep 2019, Nancy, France. 4p Communication dans un congrès hal-02364858v1
	Short-Term Multi-Step Ahead Forecasting of Railway Passenger Flows During Special Events With Machine Learning Methods Florian Toque , Etienne Come , Latifa Oukhellou , Martin Trepanier CASPT 2018, Conference on Advanced Systems in Public Transport and TransitData 2018, Jul 2018, Brisbane, Australia. 15p Communication dans un congrès hal-01891446v1
	Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel IEEE IJCNN'18, IEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, France. 8p Communication dans un congrès hal-01891349v1
	Mélange de chaînes de Markov non-homogènes pour la classification et la prévision des habitudes de consommation issues d'un réseau d'eau intelligent Milad Leyli-Abadi , Allou Same , Latifa Oukhellou XXVèmes Rencontres de la Société Francophone de Classification, Sep 2018, Paris, France. 4p Communication dans un congrès hal-01901079v1
	Traffic Characterization on Airport Surface Using Aircraft Ground Trajectories Mohamed Khalil El Mahrsi , Cindie Andrieu , Etienne Come , Zakaria Bezza , Latifa Oukhellou The 21st IEEE International Conference on Intelligent Transportation Systems, Nov 2018, Maui - Hawaï, United States. pp 3879-3885, ⟨10.1109/ITSC.2018.8569350⟩ Communication dans un congrès hal-01888608v1
	Prévision du nombre de passagers entrant dans un réseau de transport multimodal en cas d'évènements atypiques, à l'aide de méthodes d'apprentissage automatique Florian Toque , Etienne Come , Latifa Oukhellou , Martin Trepanier RFTM 2018, 1ères Rencontres Francophones Transport Mobilité, Jun 2018, Lyon, France. 3p Communication dans un congrès hal-01891340v2
	Predictive Classification of Water Consumption Time Series using Non-homogeneous Markov Models Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel IEEE DSAA 2017, International Conference on Data Science and Advanced Analytics, Oct 2017, Tokyo, Japan. 8p Communication dans un congrès hal-01581073v1
	Smart Card clustering to extract typical temporal passenger habits in Transit network. Two case studies: Rennes in France and Gatineau in Canada Anne Sarah Briand , Etienne Come , Martin Trepanier , Latifa Oukhellou 3rd International Workshop and Symposium: "Research and applications on the use of passive data from public transport", May 2017, Santiago, Chile Communication dans un congrès hal-01570726v1
	Processing, mining and visualizing massive urban data Pierre Borgnat , Etienne Come , Latifa Oukhellou ESANN2017, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium. 10p Communication dans un congrès hal-01570792v1
	Short & long term forecasting of multimodal transport passenger flows with machine learning methods Florian Toque , Mostepha Khouadjia , Etienne Come , Martin Trepanier , Latifa Oukhellou 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct 2017, Yokohama, France. pp.560-566, ⟨10.1109/ITSC.2017.8317939⟩ Communication dans un congrès hal-02474575v1
	Dynamic Origin/Destination modeling with Gravity-Latent Dirichlet Allocation (G-LDA) Andry Randriamanamihaga , Etienne Come , Latifa Oukhellou TRISTAN IX - 9th Triennial Symposium on Transportation Analysis, Jun 2016, Oranjestad, Aruba, France. 4p Communication dans un congrès hal-01350999v1
	The dynamic multifractality in PEMFC stack voltage signal as a tool for the aging monitoring Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou ICREGA 2016 - 4th International Conference On Renewable Energy: Generation And Applications, Feb 2016, Belfort, France. 15p Communication dans un congrès hal-01670683v1
	Forecasting Dynamic Public Transport Origin-Destination Matrices with Long-Short Term Memory Recurrent Neural Networks Florian Toque , Etienne Come , Mohamed Khalil El Mahrsi , Latifa Oukhellou IEEE 19th International Conference on Intelligent Transportation Systems, Nov 2016, Rio de Janeiro, France. 6p Communication dans un congrès hal-01357641v1
	Classification à base de modèle de mélange pour l'identification de profils temporels types d'usagers de transport public Anne Sarah Briand , Etienne Come , Mohamed Khalil El Mahrsi , Latifa Oukhellou AAFD & SFC'16 - Francophone International Conference on Data Science, May 2016, Marrakech, Maroc. 7p Communication dans un congrès hal-01351034v1
	Variations annuelles des comportements des usagers de transport collectif Martin Trepanier , Anne Sarah Briand , Latifa Oukhellou , Etienne Come 51e congrès de l'association québécoise des transports, Apr 2016, Quebec, Canada. 20p Communication dans un congrès hal-01361063v1
	Hourly solar irradiance forecasting based on machine learning models Fateh Nassim Melzi , Taieb Touati , Allou Same , Latifa Oukhellou ICMLA 2016 - IEEE 15th International Conference on Machine Learning and Applications, Dec 2016, Anaheim, United States. 6p Communication dans un congrès hal-01383793v1
	A Mixture Model Clustering Approach for Temporal Passenger Pattern Characterization in Public Transport Anne Sarah Briand , Etienne Come , Mohamed Khalil El Mahrsi , Latifa Oukhellou IEEE International Conference on Data Science and Advanced Analytics, Oct 2015, PARIS, France. 10p Communication dans un congrès hal-01215386v1
	Multifractal analysis of stack voltage based on wavelet leaders: a new tool for the on-line diagnosis of PEMFC Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou FDFC 2015 - 6th International Conference on Fundamentals and Development Fuel Cell, Feb 2015, TOULOUSE, France. 8 p Communication dans un congrès hal-01349911v1
	Towards Smart City Energy Analytics: Identification of Electric Consumption Patterns Based on Clustering Approaches Fateh Nassim Melzi , Mohamed Haykel Zayani , Amira Ben Hamida , François Stephan , Allou Same CSD&M 2015 - 6th International Conference on Complex Systems Design and Management, Nov 2015, PARIS, France. 12p Communication dans un congrès hal-01212957v1
	Powered-Two-Wheeler safety critical events recognition using a mixture model with quadratic logistic proportions Ferhat Attal , Abderrahmane Boubezoul , Allou Same , Latifa Oukhellou ESANN 2015 - 23rd European Symposium on Artificial Neural Networks, Apr 2015, BRUGES, Belgium. pp 421-426 Communication dans un congrès hal-01215028v1
	Identifying Daily Electric Consumption Patterns from Smart Meter Data by Means of Clustering Algorithms Fateh Nassim Melzi , Mohamed Haykel Zayani , Amira Ben Hamida , Allou Same , Latifa Oukhellou ICMLA 2015 - IEEE International Conference on Machine Learning and Applications, Dec 2015, MIAMI, United States. 6p Communication dans un congrès hal-01215017v1
	k-Nearest Neighbours Fault Diagnosis of Proton Exchange Membrane Fuel Cell Elodie Pahon , Samir Jemei , Fabien Harel , Rosa Elvira Silva , Latifa Oukhellou IDHEA, May 2014, France. 9p Communication dans un congrès hal-01053717v1
	Un nouvel outil de diagnostic non intrusif d'une pile à combustible basé sur la mesure des singularités de la tension Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou SGE'14 - Symposium de Génie Electrique, Jul 2014, CACHAN, France. 6p Communication dans un congrès hal-01213849v1
	Un nouvel outil de diagnostic non intrusif d'une pile à combustible basé sur la mesure des singularités de la tension Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou Symposium de Génie Électrique 2014, Jul 2014, Cachan, France Communication dans un congrès hal-01065407v1
	Understanding Passenger Patterns in Public Transit Through Smart Card and Socioeconomic Data: A case study in Rennes, France Mohamed Khalil El Mahrsi , Etienne Come , Johanna Baro , Latifa Oukhellou ACM SIGKDD Workshop on Urban Computing, Aug 2014, France. 9p Communication dans un congrès hal-01053794v1
	Toward Bicycle Demand Prediction of Large-Scale Bicycle-Sharing System Yufei Han , Etienne Come , Latifa Oukhellou TRB 93rd Annual meeting, Jan 2014, France. 16p Communication dans un congrès hal-01053016v1
	Analysis and classification of Powered Two Wheelers Riding Pattern Ferhat Attal , Abderrahmane Boubezoul , Latifa Oukhellou , Stéphane Espie TRA - Transport Research Arena, Apr 2014, France. 10p Communication dans un congrès hal-01053042v1
	Fault Diagnosis and Identification of Proton Exchange Membrane Fuel Cell System Using Electrochemical Impedance Spectroscopy Classification Elodie Pahon , Latifa Oukhellou , Fabien Harel , S Jemei , D Hissel Electrimacs 2014, May 2014, Spain. pp 646-651 Communication dans un congrès hal-01053687v1
	Spatio-temporal Analysis of Dynamic Origin-Destination Data Using Latent Dirichlet Allocation: Application to Vélib' Bike Sharing System of Paris Etienne Come , Njato Andry Randriamanamihaga , Latifa Oukhellou , Patrice Aknin TRB 93rd Annual meeting, Jan 2014, France. 19p Communication dans un congrès hal-01052951v1
	Fault Diagnosis and Identification of Proton Exchange Membrane Fuell Cell System Using Electrochmical Impedance Spectroscopy Classification Elodie Pahon , Latifa Oukhellou , Fabien Harel , Samir Jemei , Daniel Hissel International Conference on Modeling and Simulation of Electric Machines, Converters and Systems, May 2014, Valencia, Spain Communication dans un congrès hal-02300505v1
	k-Nearest Neighbours Fault Diagnosis of Proton Exchange Membrane Fuel Cell Elodie Pahon , Samir Jemei , Fabien Harel , Rosa Elvira Silva Sanchez , Latifa Oukhellou Conference Internationale Discussion on Hydrogen Energy and Applications, May 2014, Nantes, France Communication dans un congrès hal-02300468v1
	Online predictive diagnosis of electrical train door systems Yufei Han , Olivier Francois , Allou Same , Laurent Bouillaut , Latifa Oukhellou 10th World Congress on Railway Research (WCRR 2013), Nov 2013, Sydney, Australia. 6p Communication dans un congrès hal-00863798v1
	Riding patterns recognition for Powered two-wheelers users’ behaviors analysis Ferhat Attal , Abderrahmane Boubezoul , Latifa Oukhellou , Stéphane Espie ITSC 2013 - 16th International IEEE Conference On Transportation Systems, Oct 2013, France. 7p Communication dans un congrès hal-00865030v1
	Floating Train Data Systems for Preventive Maintenance: A Data Mining Approach Wissam Sammouri , Etienne Come , Latifa Oukhellou , Patrice Aknin , Charles Eric Fonlladosa International Conference on Industrial Engineering and Systems Management (IESM 2013), Oct 2013, Morocco. 7p Communication dans un congrès hal-00914313v1
	Modèle de mélange poissonien pour l'analyse de données de déplacements Andry Randriamanamihaga , Etienne Come , Latifa Oukhellou , Gérard Govaert 45e Journées de Statistique (JdS 2013), May 2013, Toulouse, France. pp.1-6 Communication dans un congrès hal-00863526v1
	Singularity Analysis of Voltage Signals for PEM Fuel Cell Diagnosis Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou 5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013), Apr 2013, Germany. 7p Communication dans un congrès hal-00863881v1
	Mining floating train data sequences for temporal association rules within a predictive maintenance framework Wissam Sammouri , Etienne Come , Latifa Oukhellou , Patrice Aknin IEEE Industrial Conference on Data Mining (ICDM 2013), Dec 2013, France. 15p Communication dans un congrès hal-00881595v1
	Clustering the Velib' origin-destinations flows by means of Poisson mixture models Andry Randriamanamihaga , Etienne Come , Latifa Oukhellou , Gérard Govaert 22th European Symposium on Artificial Neural Networks (ESANN 2013), Apr 2013, Bruges, Belgium. pp.273-278 Communication dans un congrès hal-00863151v1
	Voltage singularity classification for fuel cell diagnosis Djedjiga Benouioua , Denis Candusso , Fabien Harel , Latifa Oukhellou EFCF 2013 - European Fuel Cell Conference, Dec 2013, Italy. 2 p Communication dans un congrès hal-00918936v1
	Using the Belief Functions Theory to Deploy Static Wireless Sensor Networks" M. Senouci , Abdelhamid Mellouk , Latifa Oukhellou , A. Aissani The Belief Functions Conference, May 2012, Compiègne, France Communication dans un congrès hal-00923106v1
	"Efficient uncertainty-aware deployment algorithms for wireless sensor networks" M.R Senouci , Abdelhamid Mellouk , Latifa Oukhellou , A. Aissani the IEEE Wireless Communications and Networking Conference (WCNC), Apr 2012, France Communication dans un congrès hal-00923264v1
	Fault-diagnosis of PEM fuel cells using electrochemical spectroscopy impedance Raïssa Onanena , Latifa Oukhellou , Etienne Côme , Denis Candusso , Daniel Hissel Power Plant and Power Systems Control symposium, Sep 2012, Toulouse, France Communication dans un congrès hal-03223601v1
	"Uncertainty-Aware Sensor Network Deployment M. Senouci , Abdelhamid Mellouk , Latifa Oukhellou , A. Aissani the IEEE Global Communications Conference (GLOBECOM),, Houston, Dec 2011, Houston, United States Communication dans un congrès hal-00923285v1
	Semi-supervised feature extraction using independent factor analysis Latifa Oukhellou , Etienne Côme , Patrice Aknin , Thierry Denoeux ICOR, 9th International Conference on Operations Research, Feb 2010, La Havanne, Cuba. 8p Communication dans un congrès hal-00615209v1
	Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis Etienne Côme , Latifa Oukhellou , Thierry Denoeux , Patrice Aknin International Conference on Artificial Neural Network, Sep 2009, Limassol, Cyprus. pp.416-425 Communication dans un congrès hal-00461363v1
	Partially-supervised learning in Independent Factor Analysis Etienne Côme , Latifa Oukhellou , Patrice Aknin , Thierry Denoeux European Symposium on Artificial Neural Networks (ESANN), Apr 2009, Bruges, Belgium. pp.53--58 Communication dans un congrès hal-00446716v1
	Analyse en composantes indépendantes parcimonieuse pour le diagnostic de systèmes répartis Zohra-Leïla Cherfi , Latifa Oukhellou , Patrice Aknin , Thierry Denoeux XXe colloque GRETSI, 2009, Dijon, France Communication dans un congrès hal-00450986v1
	Noiseless Independent Factor Analysis with mixing constraints in a semi-supervised framework. Application to railway device fault diagnosis. Etienne Côme , Latifa Oukhellou , Patrice Aknin , Thierry Denoeux International Conference on Artificial Neural Networks (ICANN),, Sep 2009, Limassol, Cyprus. pp.416-425, ⟨10.1007/978-3-642-04277-5_42⟩ Communication dans un congrès hal-00446628v1
	Semi-supervised IFA with prior knowledge on the mixing process. An application to a railway device diagnosis. Etienne Côme , Cherfi Zohra , Latifa Oukhellou , Patrice Aknin International Conference on Machine Learning and Application, Dec 2008, san-diego, United States. pp.415 - 420 Communication dans un congrès hal-00461359v1
	Mixture model estimation with soft labels Etienne Côme , Latifa Oukhellou , Thierry Denoeux , Patrice Aknin Fourth International Workshop on Soft Methods in Probabilities and Statistics, Sep 2008, Toulouse, France. pp.165-174 Communication dans un congrès hal-00446806v1
	Railway infrastructure system diagnosis using Empirical Mode Decomposition and Hilbert transform Latifa Oukhellou , Patrice Aknin , Eric Deléchelle IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2006, Toulouse, France. pp.III, ⟨10.1109/ICASSP.2006.1660866⟩ Communication dans un congrès hal-00665551v1

	Change detection in smart grids using dynamic mixtures of t-distributions Allou Same , Milad Leyli-Abadi , Latifa Oukhellou In: Advances in Condition Monitoring and Structural Health Monitoring, Springer, pp.53-68, 2021, Lectures notes in Mechanical Engineering, 978-981-15-9199-0. ⟨10.1007/978-981-15-9199-0_6⟩ Chapitre d'ouvrage hal-03602456v1
	LSTM encoder-predictor for short-term train load forecasting Kevin Pasini , Mostepha Khouadjia , Allou Same , Fabrice Ganansia , Latifa Oukhellou In: Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M., Robardet, C. (Eds) Machine Learning and Knowledge Discovery in Databases, 11908, SPRINGER, pp.535-551, 2020, Lecture Notes in Computer Science, LNAI Chapitre d'ouvrage hal-02282048v1
	Projet MOBILLETIC. Données billettiques et analyse des mobilités urbaines : le cas rennais Anne-Sarah Briand , Etienne Come , Nicolas Coulombel , Mohamed Khalil El Mahrsi , Emmanuel Munch BIG DATA ET POLITIQUES PUBLIQUES DANS LES TRANSPORTS, 2017 Chapitre d'ouvrage hal-01612406v1
	Utilité des données billettiques pour l'analyse des mobilités urbaines: le cas rennais. In : Données urbaines Mohamed Khalil El Mahrsi , Anne Sarah Briand , Etienne Come , Latifa Oukhellou Utilité des données billettiques pour l'analyse des mobilités urbaines: le cas rennais. In : Données urbaines, ECONOMICA, 11p, 2015 Chapitre d'ouvrage hal-01217856v1

	Paramétrisation et classification de signaux en contrôle non destructif. Application à la reconnaissance des défauts de rails par courants de Foucault Latifa Oukhellou Traitement du signal et de l'image [eess.SP]. Université Paris Sud - Paris XI, 1997. Français. ⟨NNT : ⟩ Thèse tel-00006600v1

Latifa Oukhellou

Publications

Forecasting passenger flows and headway at train level for a public transport line: Focus on atypical situations

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

Adaptative generalisation over a value hierarchy for the k -anonymisation of Origin–Destination matrices

A Trustworthy Internet of Vehicles: The DAO to Safe, Secure, and Collaborative Autonomous Driving

What can we learn from 9 years of ticketing data at a major transport hub? A structural time series decomposition

Contextual anomaly detection on time series: a case study of metro ridership analysis

Online common change-point detection in a set of nonstationary categorical time series

Powered Two-Wheeler Riding Profile Clustering for an In-Depth Study of Bend-Taking Practices

Detection of cleaning interventions on photovoltaic modules with machine learning

Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences

Data-driven based approach to aid Parkinson's disease diagnosis

Powered Two-Wheelers Critical Events Detection and Recognition Using Data-Driven Approaches

Intermodal mobility analysis with smart-card data. Spatio-temporal analysis of the bus-metro network of Rennes metropole

L'ouverture des données, une opportunité pour la recherche sur les transports et la mobilité

Réussir les transitions que nous sommes en train de vivre. Point de vue de la directrice de l'Institut Francais des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux - Ifsttar

Analyzing year-to-year changes in public transport passenger behaviour using smart card data

The dynamic multifractality in PEMFC stack voltage signal as a tool for the aging monitoring

A Dedicated Mixture Model for Clustering Smart Meter Data: Identification and Analysis of Electricity Consumption Behaviors

Multifractal analysis of stack voltage based on wavelet leaders: A new tool for PEMFC diagnosis

A Mixture Model Clustering Approach for Temporal Passenger Pattern Characterization in Public Transport

Fusion-based Surveillance WSN Deployment using Dempster-Shafer Theory

Clustering Smart Card Data for Urban Mobility Analysis

Recognition of gait cycle phases using wearable sensors

WSNs deployment framework based on the theory of belief functions

Spatiotemporal Analysis of Bluetooth Data: Application to a Large Urban Network

Physical Human Activity Recognition Using Wearable Sensors

Powered Two-Wheeler Riding Pattern Recognition Using a Machine-Learning Framework

Model-based count series clustering for Bike Sharing System usage mining, a case study with the Velib system of Paris

PEMFC stack voltage singularity measurement and fault classification

Clustering the Vélib' Dynamic Origin/Destination flows using a family of Poisson Mixture Models

Belief functions in telecommunications and network technologies: an overview

Fuel cell diagnosis method based on multifractal analysis of stack voltage signal

Belief functions and uncertainty management in networks and telecommunication

An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression

Joint segmentation of multivariate time series with hidden process regression for human activity recognition

Fuel Cell Health Monitoring Using Self Organizing Maps

Fault diagnosis of a railway device using semi-supervised independent factor analysis with mixing constraints

Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis

Fuel cells static and dynamic characterizations as tools for the estimation of their ageing time

Estimation of fuel cell operating time for predictive maintenance strategies

Fault diagnosis in railway track circuits using Dempster–Shafer classifier fusion

Learning from partially supervised data using mixture models and belief functions.

Mixture-model-based signal denoising

Use of Origin-Destination data in synthetic travel demand synthesis

Vision Transformer and Inpainting based Approach for Short-term Forecasting of Passenger Loads on a Transit Metro Line. Focus on Explainability and Atypical Situation prediction

A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport Ridership

Deep probabilistic forecasting of count data in multimodal transport systems

Use of Origin-Destination data for calibration and spatialization of synthetic travel demand

Developing housing situations archetypes to apprehend the role of the residential context in the construction of domestic energy consumption : A French case-study

What insights can we draw from our residential energy models?: guidelines for future modelling exercises

Classification et décomposition de séries temporelles pour l'analyse de données thermiques du bâtiment

Dynamic clustering and modeling of temporal data subject to common regressive effects

Forecasting passenger load in a transit network using data driven models

Representation Learning of public transport data. Application to event detection

Visualization tools for spatio-temporal time-series analysis with context awareness: Montreal subway case

Detection of atypical events on a public transport network using smart card data

Modèle LSTM encodeur-prédicteur pour la prévision court-terme de l'affluence dans les transports collectifs

Détection en ligne de multiples changements dans un panel de données catégorielles

Short-Term Multi-Step Ahead Forecasting of Railway Passenger Flows During Special Events With Machine Learning Methods

Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series

Mélange de chaînes de Markov non-homogènes pour la classification et la prévision des habitudes de consommation issues d'un réseau d'eau intelligent

Traffic Characterization on Airport Surface Using Aircraft Ground Trajectories

Prévision du nombre de passagers entrant dans un réseau de transport multimodal en cas d'évènements atypiques, à l'aide de méthodes d'apprentissage automatique

Predictive Classification of Water Consumption Time Series using Non-homogeneous Markov Models

Smart Card clustering to extract typical temporal passenger habits in Transit network. Two case studies: Rennes in France and Gatineau in Canada

Processing, mining and visualizing massive urban data

Short & long term forecasting of multimodal transport passenger flows with machine learning methods

Dynamic Origin/Destination modeling with Gravity-Latent Dirichlet Allocation (G-LDA)

The dynamic multifractality in PEMFC stack voltage signal as a tool for the aging monitoring

Forecasting Dynamic Public Transport Origin-Destination Matrices with Long-Short Term Memory Recurrent Neural Networks

Classification à base de modèle de mélange pour l'identification de profils temporels types d'usagers de transport public

Variations annuelles des comportements des usagers de transport collectif

Hourly solar irradiance forecasting based on machine learning models

A Mixture Model Clustering Approach for Temporal Passenger Pattern Characterization in Public Transport

Multifractal analysis of stack voltage based on wavelet leaders: a new tool for the on-line diagnosis of PEMFC

Towards Smart City Energy Analytics: Identification of Electric Consumption Patterns Based on Clustering Approaches

Powered-Two-Wheeler safety critical events recognition using a mixture model with quadratic logistic proportions

Identifying Daily Electric Consumption Patterns from Smart Meter Data by Means of Clustering Algorithms