Latifa Oukhellou

3.6k citations

74 papers · 2.4k indexed · 1 hit paper · h-index 25

Impact in

Transportation top 0.5%
- Human Mobility and Location-Based Analysis
- Transportation Planning and Optimization
- Urban Transport and Accessibility
Computer Vision and Pattern Recognition top 2%
- Context-Aware Activity Recognition Systems

Papers in ⓘ

Transportation 21
- Transportation Planning and Optimization 18
- Human Mobility and Location-Based Analysis 17
- Urban Transport and Accessibility 7
Signal Processing 10
- Time Series Analysis and Forecasting 7

Co-authors: Étienne Côme (30 shared papers)Samer Mohammed (7 shared papers)Faïcel Chamroukhi (5 shared papers)Ferhat Attal (6 shared papers)Yacine Amirat (2 shared papers)Patrice Aknin (19 shared papers)Mohamed Khalil El Mahrsi (5 shared papers)Martin Trépanier (3 shared papers)
Journals: IEEE Transactions on Intelligent Transportation Systems (6 papers)Neurocomputing (6 papers)International Journal of Hydrogen Energy (5 papers)Transportation Research Part C Emerging Technologies (4 papers)Sensors (3 papers)
Partner nations: France Algeria Canada

In The Last Decade

Latifa Oukhellou

69 papers receiving 2.3k citations

Hit Papers

align trajectories log scale

Physical Human Activity Recognition Using Wearable Sensors 2015 · 578 citations

Peers

Countries citing papers authored by Latifa Oukhellou

Since Specialization

Citations

This map shows the geographic impact of Latifa Oukhellou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Latifa Oukhellou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Latifa Oukhellou more than expected).

Fields of papers citing papers by Latifa Oukhellou

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Latifa Oukhellou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Latifa Oukhellou. The network helps show where Latifa Oukhellou may publish in the future.

Co-authors

The 25 scholars most cited alongside Latifa Oukhellou, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Latifa Oukhellou Line = papers co-authored together Latifa Oukhellou links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 74 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Physical Human Activity Recognition Using Wearable Sensors Sensors ·Ferhat Attal, Samer Mohammed, Mariam Dedabrishvili, Faïcel Chamroukhi, Latifa Oukhellou, Yacine Amirat Hit paper breakdown →	2015	578
2	Clustering Smart Card Data for Urban Mobility Analysis IEEE Transactions on Intelligent Transportation Systems ·Mohamed Khalil El Mahrsi, Étienne Côme, Latifa Oukhellou, Michel Verleysen	2016	152
3	Analyzing year-to-year changes in public transport passenger behaviour using smart card data Transportation Research Part C Emerging Technologies ·Anne-Sarah Briand, Étienne Côme, Martin Trépanier, Latifa Oukhellou	2017	140
4	An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression IEEE Transactions on Automation Science and Engineering ·D. Trabelsi, Samer Mohammed, Faïcel Chamroukhi, Latifa Oukhellou, Yacine Amirat	2013	126
5	Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib’ System of Paris ACM Transactions on Intelligent Systems and Technology ·Étienne Côme, Latifa Oukhellou	2014	120
6	Fault diagnosis in railway track circuits using Dempster–Shafer classifier fusion Engineering Applications of Artificial Intelligence ·Latifa Oukhellou, A. Debiolles, Thierry Denœux, Patrice Aknin	2009	89
7	Data-Driven Based Approach to Aid Parkinson’s Disease Diagnosis Sensors ·Nicolas Khoury, Ferhat Attal, Yacine Amirat, Latifa Oukhellou, Samer Mohammed	2019	80
8	Forecasting dynamic public transport Origin-Destination matrices with long-Short term Memory recurrent neural networks Florian Toqué, Étienne Côme, Mohamed Khalil El Mahrsi, Latifa Oukhellou	2016	78
9	Learning from partially supervised data using mixture models and belief functions Pattern Recognition ·Étienne Côme, Latifa Oukhellou, Thierry Denœux, Patrice Aknin	2008	69
10	Joint segmentation of multivariate time series with hidden process regression for human activity recognition Neurocomputing ·Faïcel Chamroukhi, Samer Mohammed, D. Trabelsi, Latifa Oukhellou, Y. Amirat	2013	64
11	Fuel cells static and dynamic characterizations as tools for the estimation of their ageing time International Journal of Hydrogen Energy ·Raïssa Onanena, Latifa Oukhellou, Denis Candusso, Fabien Harel, Daniel Hissel, Patrice Aknin	2010	64
12	Spatiotemporal Analysis of Bluetooth Data: Application to a Large Urban Network IEEE Transactions on Intelligent Transportation Systems ·Pierre-Antoine Laharotte, Romain Billot, Étienne Côme, Latifa Oukhellou, Alfredo Nantes, Nour‐Eddin El Faouzi	2014	61
13	Short & long term forecasting of multimodal transport passenger flows with machine learning methods HAL (Le Centre pour la Communication Scientifique Directe) ·Florian Toqué, Mostepha Khouadjia, Étienne Côme, Martin Trépanier, Latifa Oukhellou	2017	54
14	Detection of cleaning interventions on photovoltaic modules with machine learning Applied Energy ·Matthias Heinrich, Simon Meunier, Allou Samé, Loïc Quéval, Arouna Darga, Latifa Oukhellou, Bernard Multon	2020	39
15	Recognition of gait cycle phases using wearable sensors Robotics and Autonomous Systems ·Samer Mohammed, Allou Samé, Latifa Oukhellou, Kyoungchul Kong, Weiguang Huo, Yacine Amirat	2014	38
16	PEMFC stack voltage singularity measurement and fault classification International Journal of Hydrogen Energy ·Djedjiga Benouioua, Denis Candusso, Fabien Harel, Latifa Oukhellou	2014	37
17	A Dedicated Mixture Model for Clustering Smart Meter Data: Identification and Analysis of Electricity Consumption Behaviors Energies ·Fateh Nassim Melzi, Allou Samé, Mohamed Haykel Zayani, Latifa Oukhellou	2017	33
18	A Trustworthy Internet of Vehicles: The DAO to Safe, Secure, and Collaborative Autonomous Driving IEEE Transactions on Intelligent Vehicles ·Jing Yang, Qinghua Ni, Guiyang Luo, Qi Cheng, Latifa Oukhellou, Shuangshuang Han	2023	33
19	Hourly Solar Irradiance Forecasting Based on Machine Learning Models Fateh Nassim Melzi, Taieb Touati, Allou Samé, Latifa Oukhellou	2016	32
20	Estimation of fuel cell operating time for predictive maintenance strategies International Journal of Hydrogen Energy ·Raïssa Onanena, Latifa Oukhellou, Denis Candusso, Allou Samé, Daniel Hissel, Patrice Aknin	2010	32

About Latifa Oukhellou

Latifa Oukhellou is a scholar working on Transportation, Signal Processing, Building and Construction, Electrochemistry and Artificial Intelligence, having authored 74 papers that have together received 2.4k indexed citations. Recurring topics across this work include Transportation Planning and Optimization (18 papers), Human Mobility and Location-Based Analysis (17 papers), Fault Detection and Control Systems (8 papers), Anomaly Detection Techniques and Applications (8 papers), Traffic Prediction and Management Techniques (8 papers), Time Series Analysis and Forecasting (7 papers), Urban Transport and Accessibility (7 papers) and Fuel Cells and Related Materials (6 papers). The work is most often cited by research in Transportation (662 citations), Computer Vision and Pattern Recognition (593 citations), Building and Construction (351 citations), Physical Therapy, Sports Therapy and Rehabilitation (96 citations) and Automotive Engineering (259 citations). Latifa Oukhellou has collaborated with scholars based in France, Algeria and Canada. Frequent co-authors include Étienne Côme, Samer Mohammed, Faïcel Chamroukhi, Ferhat Attal, Yacine Amirat, Patrice Aknin, Mohamed Khalil El Mahrsi, Martin Trépanier, Thierry Denœux and Allou Samé. Their work appears in journals such as IEEE Transactions on Intelligent Transportation Systems, Neurocomputing, International Journal of Hydrogen Energy, Transportation Research Part C Emerging Technologies and Sensors.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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