Olivier DEBAUCHE
Nombre de publications : 57
2022
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
  • Debauche, O., Mahmoudi, S., & Guttadauria, A. (2022). A new edge computing architecture for IoT and multimedia data management. "Information". doi:10.3390/info13020089
Périodiques scientifiques/Article
  • Tadrist, N., Mahmoudi, S., Debauche, O., & Guttadauria, A. (2022). Towards Low-Cost IoT and LPWAN-Based Flood Forecast and Monitoring System. "International Journal of Ubiquitous Systems and Pervasive Networks". doi:10.5383/JUSPN.17.01.006
  • Nkamla Penka, J. B., Mahmoudi, S., & Debauche, O. (2022). An Optimized Kappa Architecture for IoT Data Management in Smart Farming. "International Journal of Ubiquitous Systems and Pervasive Networks". doi:10.5383/JUSPN.17.02.002
Mémoires et thèses/Thèse de doctorat
  • Debauche, O. (2022). "Architecture cloud distribuée orientée services, dédiée à l’Internet des objets". Unpublished doctoral thesis, UMONS - Université de Mons [Polytechnique], Mons, Unknown/unspecified. Jury: Mahmoudi, S. (Promotor), Manneback, P. (Promotor), Lebeau, F. (Promotor), Bette, S. (Promotor), Gengler, N. (Promotor), Bindelle, J. (Promotor), Pinet, F. (Promotor), Bouvry, P. (Promotor), Tocquin, P. (Promotor), & Benjelloun, M.
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2021
Parties d’ouvrages/Contribution à des ouvrages collectifs
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., & Manneback, P. (2021). A new Collaborative Platform for Covid-19, Benchmark Datasets. In "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics". Springer. doi:10.1007/978-3-030-72752-9_12
  • Lessage, X., Mahmoudi, S., Mahmoudi, S., Laraba, S., Debauche, O., & Belarbi, M. A. (2021). Chest X-ray images analysis with Deep Convolutional Neural Networks (CNN) for COVID-19 detection. In "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics" (pp. 405-425). Springer. doi:10.1007/978-3-030-72752-9_21
Périodiques scientifiques/Article
  • Debauche, O., Mahmoudi, S., Manneback, P., & Lebeau, F. (2021). Cloud and Distributed Architectures for Data Management in Agriculture 4.0 : Review and Future Trends. "Journal of King Saud University - Computer and Information Sciences". doi:10.1016/j.jksuci.2021.09.015
  • Oqaidi, M., Ait Abelouahid, R., Debauche, O., & Marzak, A. (04 September 2021). An open source and low-cost Smart Auditorium. "Procedia Computer Science, 191".
  • El Filali, S., Aarika, K., Naji, M. A., Benlahmar, E. H., Ait Abelouahid, R., & Debauche, O. (04 September 2021). Machine Learning Algorithms For Breast Cancer Prediction And Diagnosis. "Procedia Computer Science, 191".
  • Naji, M. A., El Filali, S., Bouhlal, M., Benlahmar, E. H., Ait Abelouahid, R., & Debauche, O. (04 September 2021). Breast Cancer Prediction and Diagnosis through a New Approach based on Majority Voting Ensemble Classifier. "Procedia Computer Science, 191".
  • Ait Abelouahid, R., Debauche, O., & Marzak, A. (31 August 2021). Internet of Things: a new Interoperable IoT Platform. Application to a Smart Building. "Procedia Computer Science, 191".
  • Nkamla Penka, J. B., Mahmoudi, S., & Debauche, O. (2021). A new Kappa Architecture for IoT Data Management in Smart Farming. "Procedia Computer Science".
  • Debauche, O., El Moulat, M., Mahmoudi, S., Bindelle, J., & Lebeau, F. (30 June 2021). Farm Animals' Behaviors and Welfare Analysis with AI Algorithms: A Review. "Revue d'Intelligence Artificielle, 35" (3). doi:10.18280/ria.350308
  • Lessage, X., Mahmoudi, S., Mahmoudi, S., Laraba, S., Debauche, O., & Belarbi, M. A. (21 June 2021). Deep Convolutional Neural Networks (CNN) for COVID-19 classification in chest X-ray images with Explainable Artificial Intelligence (XAI). "International Journal of Computer Assisted Radiology and Surgery, 16 (Suppl 1) - S1-S119" (S1-S119), 64-65.
  • Debauche, O., Trani, J.-P., Mahmoudi, S., Manneback, P., Bindelle, J., Mahmoudi, S., Guttadauria, A., & Lebeau, F. (09 June 2021). Data Management and Internet of Things : A Methodological Review in Smart Farming. "Internet of Things, 14".
  • El Moulat, M., Debauche, O., Mahmoudi, S., Mahmoudi, S., Guttadauria, A., Manneback, P., & Lebeau, F. (10 March 2021). Towards Landslides Early Warning System With Fog - Edge Computing And Artificial Intelligence. "Journal of Ubiquitous Systems & Pervasive Networks, 15" (5), 11-17.
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2020
Périodiques scientifiques/Article
  • Nolack Fote, F., Roukh, A., Mahmoudi, S., Mahmoudi, S., & Debauche, O. (2020). Toward a Big Data Knowledge-Base Management System for Precision Livestock Farming. "Procedia Computer Science".
  • Debauche, O., Mahmoudi, S., De Cock, N., Mahmoudi, S., Manneback, P., & Lebeau, F. (15 November 2020). Cloud Architecture For Plant Phenotyping Research. "Concurrency and Computation: Practice and Experience, 32" (17). doi:10.1002/cpe.5661
  • El Moulat, M., Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., & Lebeau, F. (12 November 2020). Edge Computing and Artificial Intelligence for Landslides Monitoring. "Procedia Computer Science, 177", 480-487. doi:10.1016/j.procs.2020.10.066
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., & Manneback, P. (02 November 2020). A new Collaborative Platform for Research in Smart Farming. "Procedia Computer Science, 177", 450-455. doi:10.1016/j.procs.2020.10.061
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., & Lebeau, F. (12 August 2020). Edge AI-IoT (AIoT) Architecture. "Procedia Computer Science, 175", 10-19. doi:10.1016/j.procs.2020.07.006
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., Bindelle, J., & Lebeau, F. (12 August 2020). Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring. "Procedia Computer Science, 175", 534-541. doi:10.1016/j.procs.2020.07.076
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., & Lebeau, F. (12 August 2020). Edge Computing and Artificial Intelligence Semantically Driven. Application to a Climatic Enclosure. "Procedia Computer Science, 175", 542-547. doi:10.1016/j.procs.2020.07.077
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., El Moulat, M., Manneback, P., & Lebeau, F. (02 July 2020). Edge AI-IoT Pivot Irrigation, Plant Diseases and Pests Identification. "Procedia Computer Science, 177". doi:10.1016/j.procs.2020.10.009
Colloques et congrès scientifiques/Communication publiée dans un périodique
  • Bornia, J., Frihida, A., Debauche, O., Mahmoudi, S., & Manneback, P. (2020). "Deep Learning and Tensorflow for Tracking People's Movements in a Video". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
  • Ait Abelouahid, R., Debauche, O., Mahmoudi, S., Marzak, A., Manneback, P., & Lebeau, F. (2020). "Smart Nest Box: IoT based Nest monitoring in artificial cavities". Paper presented at The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020), Marrakech, Morocco. doi:10.1109/CommNet49926.2020.9199624
  • Debauche, O., Ait Abelouahid, R., Mahmoudi, S., Moussaoui, Y., Marzak, A., & Manneback, P. (2020). "RevoCampus: a distributed open source and low-cost smart campus". Paper presented at The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020), Marrakech, Morocco. doi:10.1109/CommNet49926.2020.9199640
  • Ait Abelouahid, R., Debauche, O., Mahmoudi, S., Marzak, A., Manneback, P., & Lebeau, F. (2020). "Open Phytotron: A New Device for Home Controlled-Environment Agriculture". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
  • Debauche, O., Mahmoudi, S., & Moussaoui, Y. (2020). "Internet of Things learning: a practical case for smart building automation". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., Bindelle, J., & Lebeau, F. (2020). "Edge Computing for Cattle Behavior Analysis". Paper presented at Second international conference on Embedded & Distributed Systems, EDiS'2020, Oran, Algeria. doi:10.1109/EDiS49545.2020.9296471
Colloques et congrès scientifiques/Communication poster
  • Debauche, O., Ait Abelouahid, R., & Moussaoui, Y. (19 June 2020). "An open source and low-cost Smart Auditorium". Poster session presented at The 2nd international workshop on innovative smart city technologies, wisct'2020, Casablanca, Morocco.
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2019
Périodiques scientifiques/Article
  • Debauche, O., Mahmoudi, S., Manneback, P., & Assila, A. (21 November 2019). Fog IoT for Health: A new Architecture for Patients and Elderly Monitoring. "Procedia Computer Science, 160", 289-297. doi:10.1016/j.procs.2019.11.087
  • Debauche, O., Mahmoudi, S., Andriamandroso, A. L. H., Manneback, P., Bindelle, J., & Lebeau, F. (31 October 2019). Cloud Services Integration For Farm Animals' Behavior Studies Based On Smartphones As Activity Sensors. "Journal of Ambient Intelligence and Humanized Computing, 10" (12), 4651-4662. doi:10.1007/s12652-018-0845-9
Colloques et congrès scientifiques/Communication publiée dans un périodique
  • Debauche, O., Mahmoudi, S., & Mahmoudi, S. (2019). "Internet of Things: learning and practices. Application to Smart City". Paper presented at The 4th IEEE International Conference on Cloud Computing Technologies and Applications, Brussels, Belgium. doi:10.1109/CloudTech.2018.8713337
Colloques et congrès scientifiques/Communication poster
  • Roland, F., Jovicic, N., Debauche, O., Bette, S., & Moeyaert, V. (20 May 2019). "Experimental setup to monitor environment impact on LoRa transmissions". Poster session presented at Infortech Day, Mons, Belgium. doi:10.13140/RG.2.2.23230.74564
  • Roland, F., Debauche, O., Filippi, E., & Bette, S. (05 March 2019). "Geolocation of Tools on Construction Sites and LoRa Performance". Poster session presented at Mardi des Chercheurs 2019 (MdC2019), Mons, Belgium.
Allocutions et communications diverses/Article grand public
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2018
Périodiques scientifiques/Article
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., & Manneback, P. (05 November 2018). Cloud Platform using Big Data and HPC Technologies for Distributed and Parallels Treatments. "Procedia Computer Science, 141", 112-118. doi:10.1016/j.procs.2018.10.156
  • El Moulat, M., Debauche, O., & Ait Brahim, L. (30 August 2018). Monitoring System Using Internet Of Things For Potential Landslides. "Procedia Computer Science, 132", 26-34. doi:10.1016/j.procs.2018.07.140
  • Debauche, O., El Moulat, M., Mahmoudi, S., Boukraa, S., Manneback, P., & Lebeau, F. (24 April 2018). Web Monitoring of Bee Health for Researchers and Beekeepers Based on the Internet of Things. "Procedia Computer Science, 130", 991-998. doi:10.1016/j.procs.2018.04.103
Colloques et congrès scientifiques/Communication publiée dans un périodique
  • Debauche, O., Mahmoudi, S., Belarbi, M. A., El Adoui, M., & Mahmoudi, S. (2018). "Internet of Things: learning and practices: Application to Smart Home". Paper presented at International Conference on Advanced Communication Technologies and Networking (CommNet'18), Marrakech, Morocco. doi:10.1109/COMMNET.2018.8360247
  • Debauche, O., El Moulat, M., Mahmoudi, S., Manneback, P., & Lebeau, F. (2018). "Irrigation pivot-center connected at low cost for the reduction of crop water requirements". Paper presented at International Conference on Advanced Communication Technologies and Networking (CommNet'18), Marrakech, Morocco. doi:10.1109/COMMNET.2018.8360259
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2017
Périodiques scientifiques/Article
  • Debauche, O., Mahmoudi, S., Andriamandroso, A. L. H., Manneback, P., Bindelle, J., & Lebeau, F. (27 June 2017). Web-based cattle behavior service for researchers based on the smartphone inertial central. "Procedia Computer Science, 110", 110-116. doi:10.1016/j.procs.2017.06.127
Colloques et congrès scientifiques/Communication publiée dans un périodique
  • Debauche, O., Mahmoudi, S., Manneback, P., Tadrist, N., Bindelle, J., & Lebeau, F. (2017). "Improvement of battery life of iPhones Inertial Measurement Unit by using edge computing: Application to cattle behavior". Paper presented at International Symposium on Computer Sciences and Applications, Errachidia, Morocco.
  • Debauche, O., Mahmoudi, S., Manneback, P., Massinon, M., Tadrist, N., Lebeau, F., & Mahmoudi, S. (2017). "Cloud architecture for digital phenotyping and automation". Paper presented at CloudTech 2017 : The 3rd International Conference on Cloud Computing Technologies and Applications, Rabat, Morocco. doi:10.1109/CloudTech.2017.8284718
Colloques et congrès scientifiques/Communication poster
  • Debauche, O., Mahmoudi, S., Manneback, P., & Lebeau, F. (07 March 2017). "Web-based animal behavior study service for researchers based on the smartphone inertial central". Poster session presented at Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgium.
Allocutions et communications diverses/Article grand public
  • Mahmoudi, S., Debauche, O., El Adoui, M., & Belarbi, M. A. (2017). L'Internet des Objets met la lumière dans tous ses états. "Polytech News (2017)".
  • Debauche, O., & Bouazzati, I. (2017). L'unité de croissance végétale automatisée. "Polytech News".
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2016
Périodiques scientifiques/Article
  • Tadrist, N., Debauche, O., Boualem, R., & Degré, A. (2016). Impact de l'érosion sur l'envasement des barrages, la recharge des nappes phréatiques côtières et les intrusions marines dans la zone semi-aride méditerranéenne : Cas du barrage de Boukurdane (Algérie). "Biotechnologie, Agronomie, Société et Environnement".
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2014
Colloques et congrès scientifiques/Communication publiée dans un périodique
  • Tadrist, N., & Debauche, O. (2014). "La modélisation à l'aide du modèle SWAT des flux hydriques et du transport en suspension sur le bassin versant de la vallée de l'oued EL-Hachem". Paper presented at Meeting international «Gestion des Ressources et Application Biotechnologiques en Aridoculture et cultures Oasiennes : Perspectives pour un Développement Durable des Zones Arides », Djerba, Tunisia.
Colloques et congrès scientifiques/Communication poster
  • Tadrist, N., Debauche, O., Degré, A., & Xanthoulis, D. (12 May 2014). "Modeling using the SWAT model of water flow and transport in suspension in the watershed of the valley of Wadi El-Hachem". Poster session presented at The Third International Conference on Water Resources and Environmental Management (ICWRE-2014), Antalya, Turkey.
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2013
Colloques et congrès scientifiques/Communication poster
  • Tadrist, N., & Debauche, O. (18 December 2013). "LE TRANSPORT SOLIDE DANS L'OUED EL-HACHEM ET SES EFFETS SUR LA RECHARGE DE LA NAPPE À PARTIR DES LACHERS DU BARRAGE DE BOUKOURDANE (Nord de l'Algérie)". Poster session presented at Meeting international «Gestion des Ressources et Application Biotechnologiques en Aridoculture et cultures Oasiennes : Perspectives pour un Développement Durable des Zones Arides », Djerba, Tunisia.
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2012
Documents pédagogiques/Notes de cours et syllabus
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2010
Périodiques scientifiques/Article
  • Xanthoulis, D., Debauche, O., Fonder, N., & Degré, A. (05 October 2010). Citerne d'eau de pluie et effet sur le débit à l'exutoire du bassin versant de l'Orneau dans la région de Gembloux (Belgique). "Biotechnologie, Agronomie, Société et Environnement, 15" (2), 239-249.
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2008
Périodiques scientifiques/Article
  • Degré, A., Dautrebande, S., Sohier, C., & Debauche, O. (15 January 2008). Statistique des extrêmes dans les bassins faiblement jaugés : application d'un modèle global pluie-débit à cinq bassins versants en région wallonne (Belgique). "Biotechnologie, Agronomie, Société et Environnement, 12" (4), 379-391.
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