Profil

Debauche Olivier

Université de Mons - UMONS > Faculté Polytechnique > Service Informatique, Logiciel et Intelligence artificielle

ORCID
0000-0003-4711-2694
Main Referenced Co-authors
MAHMOUDI, Saïd  (41)
Manneback, Pierre  (28)
Lebeau, Frédéric (21)
MAHMOUDI, Sidi  (21)
Ait Abelouahid, Rachida (8)
Main Referenced Keywords
Internet of Things (13); IoT (5); Edge Computing (4); Artificial Intelligence (3); edge computing (3);
Main Referenced Unit & Research Centers
CRTI - Centre de Recherche en Technologie de l'Information (2)
Main Referenced Disciplines
Electrical & electronics engineering (47)
Agriculture & agronomy (35)
Computer science (15)
Architecture (10)
Earth sciences & physical geography (4)

Publications (total 63)

The most downloaded
763 downloads
Debauche, O., Tadrist, N., & Ket, P. (2012). Climwat 2.0 & Cropwat 8.0. https://hdl.handle.net/20.500.12907/41900

The most cited

57 citations (Scopus®)

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 https://hdl.handle.net/20.500.12907/42290

Ait Abdelouahid, R., Debauche, O., Mahmoudi, S., & Marzak, A. (July 2023). Literature Review: Clinical Data Interoperability Models. Information, 14 (7), 364. doi:10.3390/info14070364
Peer reviewed

Debauche, O., Nkamla Penka, J. B., Hani, M., Guttadauria, A., Ait Abdelouahid, R., Gasmi, K., Ben Hardouz, O., Lebeau, F., Bindelle, J., Soyeurt, H., Gengler, N., Manneback, P., Benjelloun, M., & Bertozzi, C. (June 2023). Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data. Information, 14 (6), 345. doi:10.3390/info14060345
Peer reviewed

Ait Abdelouahid, R., Debauche, O., Mahmoudi, S., & Marzak, A. (2023). Literature Review: Clinical Data Interoperability Models. Information, 14 (7).
Peer Reviewed verified by ORBi

Lessage, X., Michal, N., Mahmoudi, S., Lilian, M., Debauche, O., & Mahmoudi, S. (2022). A new coronary artery stenosis detection method with a Hybrid LSTM-CNN model. Lecture Notes in Networks and Systems.
Peer reviewed

Debauche, O.* , Nkamla Penka, J. B.* , Mahmoudi, S., Lessave, X., HANI, M., Manneback, P., Kanku Lufuluabu, U., Bert, N., Messaoudi, D., & Guttadauria, A. (07 September 2022). RAMi : a new Real-time internet of medical things Architecture for elderly patients Monitoring. Information, 13 (9), 423. doi:10.3390/info13090423
Peer Reviewed verified by ORBi
* These authors have contributed equally to this work.

DEBAUCHE, O.* , Nkamla Penka, J. B.* , Mahmoudi, S., Lessage, X., HANI, M., Manneback, P., Lufuluabu, U. K., Bert, N., Messaoudi, D., & Guttadauria, A. (07 September 2022). RAMi: A New Real-Time Internet of Medical Things Architecture for Elderly Patient Monitoring. Information, 13 (9), 423. doi:10.3390/info13090423
Peer Reviewed verified by ORBi
* These authors have contributed equally to this work.

Debauche, O. (2022). Architecture cloud distribuée orientée services, dédiée à l’Internet des objets [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42996

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
Peer Reviewed verified by ORBi

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
Peer Reviewed verified by ORBi

Debauche, O., Mahmoudi, S., & Guttadauria, A. (2022). A new edge computing architecture for IoT and multimedia data management. Information. doi:10.3390/info13020089
Peer Reviewed verified by ORBi

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
Peer Reviewed verified by ORBi

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. doi:10.1016/j.procs.2021.07.061
Peer reviewed

Oqaidi, M., Ait Abelouahid, R., Debauche, O., & Marzak, A. (04 September 2021). An open source and low-cost Smart Auditorium. Procedia Computer Science, 191.
Peer reviewed

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.
Peer reviewed

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.
Peer reviewed

Nkamla Penka, J. B., Mahmoudi, S., & Debauche, O. (2021). A new Kappa Architecture for IoT Data Management in Smart Farming. Procedia Computer Science, (191), 17-24. doi:10.1016/j.procs.2021.07.006
Peer reviewed

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
Peer Reviewed verified by ORBi

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.
Peer Reviewed verified by ORBi

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.
Peer reviewed

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

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

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. International Journal of Ubiquitous Systems and Pervasive Networks, 15 (5), 11-17.
Peer reviewed

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.
Peer reviewed

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
Peer Reviewed verified by ORBi

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
Peer reviewed

Bornia, J., Frihida, A., Debauche, O., Mahmoudi, S., & Manneback, P. (2020). Deep Learning and Tensorflow for Tracking People's Movements in a Video [Paper presentation]. 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.

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
Peer reviewed

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 presentation]. 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). Smart Nest Box: IoT based Nest monitoring in artificial cavities [Paper presentation]. The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020), Marrakech, Morocco. doi:10.1109/CommNet49926.2020.9199624

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
Peer reviewed

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
Peer reviewed

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
Peer reviewed

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
Peer reviewed

Debauche, O., Ait Abelouahid, R., & Moussaoui, Y. (19 June 2020). An open source and low-cost Smart Auditorium [Poster presentation]. The 2nd international workshop on innovative smart city technologies, wisct'2020, Casablanca, Morocco.

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 presentation]. 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 presentation]. 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 presentation]. Second international conference on Embedded & Distributed Systems, EDiS'2020, Oran, Algeria. doi:10.1109/EDiS49545.2020.9296471

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
Peer reviewed

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
Peer Reviewed verified by ORBi

Debauche, O., & Mahmoudi, S. (2019). LE PIVOT INTELLIGENT SURVEILLE ET OPTIMISE LES BESOINS DES CULTURES. Polytech News.

Debauche, O., & Mahmoudi, S. (2019). LA DÉPERDITION DES ABEILLES, LE SOS D'UN ENVIRONNEMENT EN DÉTRESSE. Polytech News.

Debauche, O., & Mahmoudi, S. (2019). VACHES, PÂTURAGE ET ENVIRONNEMENT. Polytech News.

Roland, F., Jovicic, N., Debauche, O., Bette, S., & Moeyaert, V. (20 May 2019). Experimental setup to monitor environment impact on LoRa transmissions [Poster presentation]. Infortech Day, Mons, Belgium. doi:10.13140/RG.2.2.23230.74564

Debauche, O., Mahmoudi, S., & Mahmoudi, S. (2019). Internet of Things: learning and practices. Application to Smart City [Paper presentation]. The 4th IEEE International Conference on Cloud Computing Technologies and Applications, Brussels, Belgium. doi:10.1109/CloudTech.2018.8713337

Roland, F., Debauche, O., Filippi, E., & Bette, S. (05 March 2019). Geolocation of Tools on Construction Sites and LoRa Performance [Poster presentation]. Mardi des Chercheurs 2019 (MdC2019), Mons, Belgium.

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
Peer reviewed

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
Peer reviewed

Debauche, O., Mahmoudi, S., Belarbi, M. A., El Adoui, M., & Mahmoudi, S. (2018). Internet of Things: learning and practices: Application to Smart Home [Paper presentation]. 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., 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
Peer reviewed

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 presentation]. International Conference on Advanced Communication Technologies and Networking (CommNet'18), Marrakech, Morocco. doi:10.1109/COMMNET.2018.8360259

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 presentation]. 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 presentation]. CloudTech 2017 : The 3rd International Conference on Cloud Computing Technologies and Applications, Rabat, Morocco. doi:10.1109/CloudTech.2017.8284718

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.

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
Peer reviewed

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 presentation]. Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgium.

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.
Peer Reviewed verified by ORBi

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 presentation]. The Third International Conference on Water Resources and Environmental Management (ICWRE-2014), Antalya, Turkey.

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 presentation]. Meeting international «Gestion des Ressources et Application Biotechnologiques en Aridoculture et cultures Oasiennes : Perspectives pour un Développement Durable des Zones Arides », Djerba, Tunisia.

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 presentation]. Meeting international «Gestion des Ressources et Application Biotechnologiques en Aridoculture et cultures Oasiennes : Perspectives pour un Développement Durable des Zones Arides », Djerba, Tunisia.

Debauche, O., Tadrist, N., & Ket, P. (2012). Climwat 2.0 & Cropwat 8.0.

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.
Peer Reviewed verified by ORBi

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.
Peer Reviewed verified by ORBi

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