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Latifa Oukhellou

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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 et al.
Transportmetrica A: Transport Science, 2022, 18 (3), pp 1445-1469. ⟨10.1080/23249935.2021.1948626⟩
Journal articles 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 et al.
Neural Computing and Applications, 2022, 34, pp.1483-1507. ⟨10.1007/s00521-021-06455-z⟩
Journal articles 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 et al.
Neurocomputing, 2021, 439, pp 176-196. ⟨10.1016/j.neucom.2021.01.066⟩
Journal articles hal-03596123v1
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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⟩
Journal articles hal-03609529v1
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Detection of cleaning interventions on photovoltaic modules with machine learning

Matthias Heinrich , Simon Meunier , Allou Same , Loic Queval , Arouna Darga et al.
Applied Energy, 2020, 263, 12p. ⟨10.1016/j.apenergy.2020.114642⟩
Journal articles hal-02505429v1

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

Nicolas Khoury , Ferhat Attal , Yacine Amirat , Latifa Oukhellou , Samer S. Mohammed et al.
Sensors, 2019, 19 (2), pp.242. ⟨10.3390/s19020242⟩
Journal articles hal-01969993v1
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Data-driven based approach to aid Parkinson's disease diagnosis

Nicolas Khoury , Ferhat Attal , Yacine Amirat , Latifa Oukhellou , Samer Mohammed et al.
Sensors, 2019, 19 (2), ⟨10.3390/s19020242⟩
Journal articles hal-02278256v1
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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 et al.
ACM Transactions on Intelligent Systems and Technology, 2019, 1 (1), 22p. ⟨10.1145/3347452⟩
Journal articles hal-02278251v1
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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⟩
Journal articles hal-01897482v1

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

Ferhat Attal , Abderrahmane Boubezoul , Allou Same , Latifa Oukhellou , Stéphane Espie et al.
IEEE Transactions on Intelligent Transportation Systems, 2018, 19 (12), pp 4011-4022. ⟨10.1109/TITS.2018.2797065⟩
Journal articles 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⟩
Journal articles halshs-01795850v1

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⟩
Journal articles hal-01569729v1

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 et al.
Transports Environnement Circulation, 2017, 232, 2p
Journal articles hal-01463074v1

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⟩
Journal articles hal-02074074v1
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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⟩
Journal articles hal-01592077v1

Recognition of gait cycle phases using wearable sensors

Samer S. Mohammed , Allou Same , Latifa Oukhellou , Kyoungchul Kong , Weiguang Huo et al.
Robotics and autonomous system, 2016, 75, pp 50-59. ⟨10.1016/j.robot.2014.10.012⟩
Journal articles hal-01350732v1

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⟩
Journal articles hal-01467221v1

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⟩
Journal articles hal-01351590v1

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, 2016, 6p. ⟨10.1016/j.ijhydene.2016.04.033⟩
Journal articles hal-01352103v1

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⟩
Journal articles hal-01352861v1

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⟩
Journal articles hal-01216353v1

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

Pierre-Antoine Laharotte , Romain Billot , Etienne Come , Latifa Oukhellou , Alfredo Nantes et al.
IEEE Transactions on Intelligent Transportation Systems, 2015, 16 (3), pp 1439-1448. ⟨10.1109/TITS.2014.2367165⟩
Journal articles hal-01213936v1

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⟩
Journal articles hal-01471357v1

Physical Human Activity Recognition Using Wearable Sensors

Ferhat Attal , Samer S. Mohammed , Mariam Dedabrishvili , Faicel Chamroukhi , Latifa Oukhellou et al.
Sensors, 2015, 15 (12), pp.31314-31338
Journal articles hal-01352101v1

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⟩
Journal articles hal-01049913v1

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⟩
Journal articles hal-01052672v1

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⟩
Journal articles hal-01045206v1
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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
Journal articles 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⟩
Journal articles hal-01431765v1

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⟩
Journal articles hal-01053257v1

Fuel Cell Health Monitoring Using Self Organizing Maps

Raissa Onanena , Latifa Oukhellou , Etienne Come , Samir Jemei , Denis Candusso et al.
Chemical Engineering Transactions, 2013, 33 (33), pp 1021-1026. ⟨10.3303/CET1333171⟩
Journal articles hal-00865214v1

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

Faicel Chamroukhi , S Mohammed , Latifa Oukhellou , Y Amirat , Dorra Trabelsi et al.
Neurocomputing, 2013, 633 (120), pp.633-644. ⟨10.1016/j.neucom.2013.04.003⟩
Journal articles hal-00864854v1

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

Dorra Trabelsi , Samer Mohammed , Faicel Chamroukhi , Latifa Oukhellou , Yacine Amirat et al.
IEEE Transactions on Automation Science and Engineering, 2013, 3 (10), pp.829-335. ⟨10.1109/TASE.2013.2256349⟩
Journal articles hal-00865069v1
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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 et al.
Soft Computing, 2012, 16 (5), pp.741-754
Journal articles hal-00688783v1
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Fault diagnosis of a railway device using semi-supervised independent factor analysis with mixing constraints

Etienne Côme , Latifa Oukhellou , Thierry Denoeux , Patrice Aknin
Pattern Analysis and Applications, 2012, 15 (3), pp.313-326
Journal articles hal-00750589v1
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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 et al.
International Journal of Hydrogen Energy, 2011, 36 (2), pp. 1730-1739. ⟨10.1016/j.ijhydene.2010.10.064⟩
Journal articles hal-00985761v1
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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⟩
Journal articles hal-00467941v1
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Estimation of fuel cell operating time for prédictive maintenance strategies

R. Onanena , Latifa Oukhellou , Denis Candusso , Allou Same , Daniel Hissel et al.
International Journal of Hydrogen Energy, 2010, vol.35 (n.15), pp 8022-9. ⟨10.1016/j.ijhydene.2010.05.039⟩
Journal articles hal-00559459v1
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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
Journal articles hal-00448376v1
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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⟩
Journal articles hal-00446583v1
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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
Journal articles hal-00447038v1
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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 et al.
The 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Nov 2022, Boston, United States. ⟨10.1145/3563357.3567833⟩
Conference papers hal-03892639v1

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
Conference papers hal-03601786v1
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Representation Learning of public transport data. Application to event detection

Kevin Pasini , Allou Same , Mostepha Khouadjia , Fabrice Ganansia , Latifa Oukhellou et al.
5th International Workshop and Symposium TransitData 2019, Jul 2019, Paris, France
Conference papers hal-02298663v1
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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
Conference papers hal-02364858v1
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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 et al.
CAP 2019, Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France
Conference papers hal-02298337v1
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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
Conference papers hal-02281412v2
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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
Conference papers hal-02278238v2
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LSTM encoder-predictor for short-term train load forecasting

Kevin Pasini , Mostepha Khouadjia , Allou Same , Fabrice Ganansia , Latifa Oukhellou et al.
ECML/PKDD - The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würtzburg, Germany. 16p
Conference papers hal-02282048v1

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
Conference papers hal-02474565v1

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
Conference papers hal-01901079v1

Traffic Characterization on Airport Surface Using Aircraft Ground Trajectories

Mohamed Khalil El Mahrsi , Cindie Andrieu , Etienne Come , Zakaria Bezza , Latifa Oukhellou et al.
The 21st IEEE International Conference on Intelligent Transportation Systems, Nov 2018, Maui - Hawaï, United States. 7p
Conference papers hal-01888608v1

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 et al.
IEEE IJCNN'18, IEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, France. 8p
Conference papers hal-01891349v1
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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
Conference papers hal-01891446v1
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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
Conference papers hal-01891340v2

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

Florian Toque , Mostepha Khouadjia , Etienne Come , Martin Trepanier , Latifa Oukhellou et al.
2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct 2017, Yokohama, France. pp.560-566, ⟨10.1109/ITSC.2017.8317939⟩
Conference papers hal-02474575v1

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

Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel et al.
IEEE DSAA 2017, International Conference on Data Science and Advanced Analytics, Oct 2017, Tokyo, Japan. 8p
Conference papers hal-01581073v1

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
Conference papers hal-01570792v1
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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
Conference papers hal-01570726v1

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
Conference papers hal-01361063v1

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
Conference papers hal-01351034v1

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
Conference papers hal-01357641v1

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
Conference papers 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
Conference papers hal-01670683v1

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
Conference papers hal-01383793v1

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 et al.
ICMLA 2015 - IEEE International Conference on Machine Learning and Applications, Dec 2015, MIAMI, United States. 6p
Conference papers hal-01215017v1

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
Conference papers 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
Conference papers hal-01349911v1

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
Conference papers hal-01215028v1

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 et al.
CSD&M 2015 - 6th International Conference on Complex Systems Design and Management, Nov 2015, PARIS, France. 12p
Conference papers hal-01212957v1

k-Nearest Neighbours Fault Diagnosis of Proton Exchange Membrane Fuel Cell

Elodie Pahon , Samir Jemei , Fabien Harel , Rosa Elvira Silva Sanchez , Latifa Oukhellou et al.
Conference Internationale Discussion on Hydrogen Energy and Applications, May 2014, Nantes, France
Conference papers hal-02300468v1

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 et al.
International Conference on Modeling and Simulation of Electric Machines, Converters and Systems, May 2014, Valencia, Spain
Conference papers hal-02300505v1

Toward Bicycle Demand Prediction of Large-Scale Bicycle-Sharing System

Yufei Han , Etienne Come , Latifa Oukhellou
TRB 93rd Annual meeting, Jan 2014, France. 16p
Conference papers hal-01053016v1

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
Conference papers hal-01053794v1
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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
Conference papers hal-01065407v1

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
Conference papers hal-01213849v1

k-Nearest Neighbours Fault Diagnosis of Proton Exchange Membrane Fuel Cell

Elodie Pahon , Samir Jemei , Fabien Harel , Rosa Elvira Silva , Latifa Oukhellou et al.
IDHEA, May 2014, France. 9p
Conference papers hal-01053717v1
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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
Conference papers hal-01052951v1

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
Conference papers 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 et al.
Electrimacs 2014, May 2014, Spain. pp 646-651
Conference papers hal-01053687v1

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
Conference papers hal-00918936v1

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
Conference papers hal-00863151v1

Floating Train Data Systems for Preventive Maintenance: A Data Mining Approach

Wissam Sammouri , Etienne Come , Latifa Oukhellou , Patrice Aknin , Charles Eric Fonlladosa et al.
International Conference on Industrial Engineering and Systems Management (IESM 2013), Oct 2013, Morocco. 7p
Conference papers hal-00914313v1

Online predictive diagnosis of electrical train door systems

Yufei Han , Olivier Francois , Allou Same , Laurent Bouillaut , Latifa Oukhellou et al.
10th World Congress on Railway Research (WCRR 2013), Nov 2013, Australia. 6p
Conference papers 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
Conference papers hal-00865030v1

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
Conference papers hal-00881595v1

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
Conference papers 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
Conference papers hal-00863881v1

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
Conference papers 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
Conference papers hal-00923264v1
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Fault-diagnosis of PEM fuel cells using electrochemical spectroscopy impedance

Raïssa Onanena , Latifa Oukhellou , Etienne Côme , Denis Candusso , Daniel Hissel et al.
Power Plant and Power Systems Control symposium, Sep 2012, Toulouse, France
Conference papers 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
Conference papers hal-00923285v1
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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
Conference papers hal-00615209v1
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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⟩
Conference papers hal-00446628v1
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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
Conference papers 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
Conference papers hal-00450986v1
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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
Conference papers hal-00461363v1
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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
Conference papers hal-00446806v1
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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
Conference papers hal-00461359v1

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⟩
Conference papers hal-00665551v1

Change detection in smart grids using dynamic mixtures of t-distributions, In: Advances in Condition Monitoring and Structural Health Monitoring

Allou Same , Milad Leyli-Abadi , Latifa Oukhellou
Change detection in smart grids using dynamic mixtures of t-distributions, 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⟩
Book sections hal-03602456v1

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 et al.
BIG DATA ET POLITIQUES PUBLIQUES DANS LES TRANSPORTS, 2017
Book sections 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
Book sections hal-01217856v1