Work in progress
In writing
Ait Abdelouahid Rachida, Debauche Olivier, "A new IoT Interoperability Architecture. Application to an Educational Smart Building" in Internet of Things (Elseiver).
Ait Abdelouahid Rachida, Debauche Olivier, Saïd Mahmoudi, "Literature Review: Clinical data Interoperability models" in MDPI Information.
Debauche Olivier, Nkamla Penka Jean Bertin, Hani Moad, Guttadauria Adriano , Ait Abdelouahid Rachida, Gasmi Kaouther, Ben Hardouz Ouafae, Lebeau Frédéric, Bindelle Jérôme, Soyeurt Hélène, Gengler Nicolas, Manneback Pierre, Benjelloun Mohammed, Bertozzi Carlo, "Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data" in MDPI Information.
Ait Abdelouahid Rachida, El Yaziji Boutaina, Debauche Olivier, Marzak Abdelaziz, "A Review of Susceptibility, Proposal of a new intelligent model for the determination of students’ concentration level in real-time based on facial expression".
Elmoulat Meryem, Debauche Olivier, "A Review of Susceptibility, Prediction and Monitoring of landslides: Issues, Challenges and Future Directions" in Catena.
Under Review / In Correction
Debauche Olivier, Mahmoudi Saïd, Nkamla Penka Jean Bertin, Lessage Xavier, Manneback Pierre, Guttadauria Adriano, "Towards a new edge computing architecture for Internet of Medical Things" in "3rd international conference on Embedded & Distributed Systems, EDiS’2022", Oran, Algeria (2022).
Publications
2023
Lessage Xavier, Nedoszytko Michal, Mahmoudi Saïd, Marey Lilian, Mahmoudi Sidi Ahmed, Debauche Olivier, "A new coronary artery stenosis detection method with a Hybrid LSTM-CNN model" in Farhaoui, Y., Rocha, A., Brahmia, Z., Bhushab, B. (eds) Artificial Intelligence and Smart Environment. ICAISE 2022. Lecture Notes in Networks and Systems, vol 635. Springer, Cham (2023). doi:
10.1007/978-3-031-26254-8_10
2022
Debauche Olivier, "Distributed service-oriented cloud architecture dedicated to the Internet of Things", University of Mons, Doctoral Thesis (2022). Permalink:
https://hdl.handle.net/2268/292367
Debauche Olivier, Nkamla Penka Jean Bertin, Mahmoudi Saïd, Lessage Xavier, Manneback Pierre, Kanku Lufuluabu Uriel, Bert Nicolas, Messaoudi Dounia, Guttadauria Adriano, "RAMi : a new Real-time internet of medical things Architecture for elderly patients Monitoring" in Information (Switzerland).
Nkamla Penka Jean Bertin, Mahmoudi Said, Debauche Olivier, "An Optimized Kappa Architecture for IoT Data Management in Smart Farming" in Journal of Ubiquitous Systems and Pervasive Networks, 17, 2, 59-65 (2022). doi:
10.5383/JUSPN.17.02.002
Tadrist Nassima, Debauche Olivier, Mahmoudi Said, Guttadauria Adriano, "Low-Cost IoT and LPWAN-Based Flood Forecast and Monitoring System" in Journal of Ubiquitous Systems and Pervasive Networks, 17, 1, 43-49 (2022). doi:
10.5383/JUSPN.17.01.006
Debauche Olivier, Mahmoudi Said, Guttadauria Adriano, "A New Edge Computing Architecture for IoT and Multimedia Data Management" in Information (Switzerland), 13, 2, 89 (2022). doi:
10.3390/info13020089
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, "A new Collaborative Platform for Covid-19, Benchmark Datasets" in "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics", Springer (2022). doi:
10.1007/978-3-030-72752-9_12
Lessage Xavier, Mahmoudi Said, Mahmoudi Sidi, Laraba Sohaib, Debauche Olivier, Belarbi Mohammed Amin, "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", Springer (2022). doi:
10.1007/978-3-030-72752-9_21
2021
Debauche Olivier, Mahmoudi Said, Manneback Pierre, Lebeau Frédéric, "Cloud and Distributed Architectures for Data Management in Agriculture 4.0 : Review and Future Trends" in Journal of King Saud University - Computer and Information Sciences (2021). doi:
10.1016/j.jksuci.2021.09.015
Oqaidi Mohammed, Ait Abelouahid Rachida, Debauche Olivier, Marzak Abdelaziz, "An open source and low-cost Smart Auditorium" in Procedia Computer Science, 191, 518-523 (2021). doi:
10.1016/j.procs.2021.07.076
Naji Mohammed Amine, El Filali Sanaa, Bouhlal Meriem, Benlahmar EL Habib, Ait Abelouahid Rachida, Debauche Olivier, "Breast Cancer Prediction and Diagnosis through a New Approach based on Majority Voting Ensemble Classifier" in Procedia Computer Science, 191, 481-486 (2021). doi:
10.1016/j.procs.2021.07.061
El Filali Sanaa, Aarika Kawtar, Naji Mohammed Amine, Benlahmar EL Habib, Ait Abelouahid Rachida, Debauche Olivier, "Machine Learning Algorithms For Breast Cancer Prediction And Diagnosis" in Procedia Computer Science, 191, 487-492 (2021). doi:
10.1016/j.procs.2021.07.062
Ait Abelouahid Rachida, Debauche Olivier, Marzak Abdelaziz, "Internet of Things: a new Interoperable IoT Platform. Application to a Smart Building" in Procedia Computer Science, 191, 511-517 (2021). doi:
10.1016/j.procs.2021.07.066
Nkamla Penka Jean Bertin, Mahmoudi Said, Debauche Olivier, "A new Kappa Architecture for IoT Data Management in Smart Farming" in Procedia Computer Science (2021). doi:
10.1016/j.procs.2021.07.006
Debauche Olivier, El Moulat Meryem, Mahmoudi Said, Bindelle Jérôme, Lebeau Frédéric, "Farm Animals’ Behaviors and Welfare Analysis with AI Algorithms: A Review" in Revue d'Intelligence Artificielle, 35, 3, 243-253 (2021). doi:
10.18280/ria.350308
Lessage Xavier, Mahmoudi Said, Mahmoudi Sidi, Laraba Sohaib, Debauche Olivier, Belarbi Mohammed Amin, "Deep Convolutional Neural Networks (CNN) for COVID-19 classification in chest X-ray images with Explainable Artificial Intelligence (XAI)" in International Journal of Computer Assisted Radiology and Surgery, 16 (Suppl 1) - S1–S119, S1–S119, 64-65 (2021). doi:
10.1007/s11548-021-02375-4
El Moulat Meryem, Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Guttadauria Adriano, Manneback Pierre, Lebeau Frédéric, "Towards Landslides Early Warning System With Fog - Edge Computing And Artificial Intelligence" in Journal of Ubiquitous Systems & Pervasive Networks, 15, 5, 11-17 (2021). doi:
10.5383/JUSPN.15.02.002
Debauche Olivier, Trani Jean-Philippe, Mahmoudi Said, Manneback Pierre, Bindelle Jérôme, Mahmoudi Sidi, Guttadauria Adriano, Lebeau Frédéric, "Data Management and Internet of Things : A Methodological Review in Smart Farming" in Internet of Things, 14, 100378, Article/Dans un journal avec peer-review (2021). doi:
10.1016/j.iot.2021.100378
2020
Nolack Fote Fabrice, Roukh Amine, Mahmoudi Said, Mahmoudi Sidi, Debauche Olivier, "Toward a Big Data Knowledge-Base Management System for Precision Livestock Farming" in Procedia Computer Science, 177, 136-142 (2020). doi:
10.1016/j.procs.2020.10.021
Debauche Olivier, Mahmoudi Sidi, De Cock Nicolas, Mahmoudi Said, Manneback Pierre, Lebeau Frédéric, "Cloud Architecture For Plant Phenotyping Research" in Concurrency and Computation: Practice and Experience, 32, 17, e5661 (2020). doi:
10.1002/cpe.5661
El Moulat Meryem, Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, Lebeau Frédéric, "Edge Computing and Artificial Intelligence for Landslides Monitoring" in Procedia Computer Science, 177, 480-487 (2020). doi:
10.1016/j.procs.2020.10.066
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, "A new Collaborative Platform for Research in Smart Farming" in Procedia Computer Science, 177, 450-455 (2020). doi:
10.1016/j.procs.2020.10.061
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, Lebeau Frédéric, "A new Edge Architecture for AI-IoT services deployment" in Procedia Computer Science, 175, 10-19 (2020). doi:
10.1016/j.procs.2020.07.006
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, Bindelle Jérôme, Lebeau Frédéric, "Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring" in Procedia Computer Science, 175, 534-541 (2020). doi:
10.1016/j.procs.2020.07.076
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, Lebeau Frédéric, "Edge Computing and Artificial Intelligence Semantically Driven. Application to a Climatic Enclosure" in Procedia Computer Science, 175, 542-547 (2020). doi:
10.1016/j.procs.2020.07.077
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, El Moulat Meryem, Manneback Pierre, Lebeau Frédéric, "Edge AI-IoT Pivot Irrigation, Plant Diseases and Pests Identification" in Procedia Computer Science, 177, 40-48 (2020). doi:
10.1016/j.procs.2020.10.009
Bornia Jemai, Frihida Ali, Debauche Olivier, Mahmoudi Sidi, Manneback Pierre, "Deep Learning and Tensorflow for Tracking People’s Movements in a Video" in " 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications", Marrakech, Maroc (2020). doi:
10.1109/CloudTech49835.2020.9365886
Debauche Olivier, Ait Abelouahid Rachida, Mahmoudi Said, Moussaoui Yahya, Marzak Abdelaziz, Manneback Pierre, "RevoCampus: a distributed open source and low-cost smart campus" in "The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020)", Marrakech, Maroc (2020). doi:
10.1109/CommNet49926.2020.9199640
Ait Abelouahid Rachida, Debauche Olivier, Mahmoudi Said, Marzak Abdelaziz, Manneback Pierre, Lebeau Frédéric, "Smart Nest Box: IoT based Nest monitoring in artificial cavities" in "The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020)", Marrakech, Maroc (2020). doi:
10.1109/CommNet49926.2020.9199624
Debauche Olivier, Mahmoudi Said, Moussaoui Yahya, "Internet of Things learning: a practical case for smart building automation" in " 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications", Marrakech, Maroc (2020). doi:
10.1109/CloudTech49835.2020.9365920
Ait Abelouahid Rachida, Debauche Olivier, Mahmoudi Said, Marzak Abdelaziz, Manneback Pierre, Lebeau Frédéric, "Open Phytotron: A New IoT Device for Home Gardening" in " 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications", Marrakech, Maroc (2020). doi:
10.1109/CloudTech49835.2020.9365892
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, Bindelle Jérôme, Lebeau Frédéric, "Edge Computing for Cattle Behavior Analysis" in "Second international conference on Embedded & Distributed Systems, EDiS’2020", Oran, Algérie (2020). doi:
10.1109/EDiS49545.2020.9296471
Debauche Olivier, Ait Abelouahid Rachida, Moussaoui Yahya, "An open source and low-cost Smart Auditorium" in "The 2nd international workshop on innovative smart city technologies, wisct'2020 " , Casablanca, Morocco (2020)
2019
Debauche Olivier, Mahmoudi Said, Manneback Pierre, Assila Abdessamad, "Fog IoT for Health: A new Architecture for Patients and Elderly Monitoring" in Procedia Computer Science, 160, 289-297 (2019). doi:
10.1016/j.procs.2019.11.087
Debauche Olivier, Mahmoudi Said, Andriamandroso Andriamasinoro Lalaina Herinaina, Manneback Pierre, Bindelle Jérôme, Lebeau Frédéric, "Cloud Services Integration For Farm Animals’ Behavior Studies Based On Smartphones As Activity Sensors" in Journal of Ambient Intelligence and Humanized Computing, 10, 12, 4651-4662 (2019). doi:
10.1007/s12652-018-0845-9
Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, "Internet of Things: learning and practices. Application to Smart City" in "The 4th IEEE International Conference on Cloud Computing Technologies and Applications", Brussel, Belgique (2019). doi:
10.1109/CloudTech.2018.8713337
Roland François, Debauche Olivier, Filippi Enrico, Bette Sébastien, "Geolocation of Tools on Construction Sites and LoRa Performance" in "Mardi des Chercheurs 2019 (MdC2019)" , Mons, Belgique (2019)
Roland François, Jovicic Nikola, Debauche Olivier, Bette Sébastien, Moeyaert Véronique, "Experimental setup to monitor environment impact on LoRa transmissions" in "Infortech Day" , Mons, BE (2019)
2018
Debauche Olivier, Mahmoudi Sidi, Mahmoudi Said, Manneback Pierre, "Cloud Platform using Big Data and HPC Technologies for Distributed and Parallels Treatments" in Procedia Computer Science, 141, 112-118 (2018). doi:
10.1016/j.procs.2018.10.156
El Moulat Meryem, Debauche Olivier, Ait Brahim Lahcen, "Monitoring System Using Internet Of Things For Potential Landslides" in Procedia Computer Science, 132, 26-34 (2018). doi:
10.1016/j.procs.2018.07.140
Debauche Olivier, Mahmoudi Said, Belarbi Mohammed Amin, El Adoui Mohammed, Mahmoudi Sidi, "Internet of Things: learning and practices. Application to Smart Home" in "International Conference on Advanced Communication Technologies and Networking (CommNet'18)", Marrakech, Morocco (2018). doi:
10.1109/COMMNET.2018.8360247
Debauche Olivier, El Moulat Meryem, Mahmoudi Said, Boukraa Slimane, Manneback Pierre, Lebeau Frédéric, "Web Monitoring of Bee Health for Researchers and Beekeepers Based on the Internet of Things" in Procedia Computer Science, 130, 991–998, (2018). doi:
10.1016/j.procs.2018.04.103
Debauche Olivier, El Moulat Meryem, Mahmoudi Said, Manneback Pierre, Lebeau Frédéric, "Irrigation pivot-center connected at low cost for the reduction of crop water requirements" in "International Conference on Advanced Communication Technologies and Networking (CommNet'18)" , Marrakech, Morocco (2018). doi:
10.1109/COMMNET.2018.8360259
2017
Debauche Olivier, Mahmoudi Said, Andriamandroso Andriamasinoro Lalaina Herinaina, Manneback Pierre, Bindelle Jérôme, Lebeau Frédéric, "Web-based cattle behavior service for researchers based on the smartphone inertial central" in Procedia Computer Science, 110, 110-116 (2017). doi:
10.1016/j.procs.2017.06.127
Debauche Olivier, Mahmoudi Said, Manneback Pierre, Tadrist Nassima, Bindelle Jérôme, Lebeau Frédéric, "Improvement of battery life of iPhones Inertial Measurement Unit by using edge computing" in "International Symposium on Computer Sciences and Applications", Errachidia, Maroc (2017).
Debauche Olivier, Mahmoudi Said, Manneback Pierre, Massinon Mathieu, Tadrist Nassima, Lebeau Frédéric, Mahmoudi Sidi, "Cloud architecture for digital phenotyping and automation" in "CloudTech 2017 : The 3rd International Conference on Cloud Computing Technologies and Applications" , Rabat, Maroc (2017). doi:
10.1109/CloudTech.2017.8284718
Debauche Olivier, Mahmoudi Said, Manneback Pierre, Lebeau Frédéric, "Web-based animal behavior study service for researchers based on the smartphone inertial central" in "Huitième édition montoise du MdC : le Mardi des Chercheurs 2017" , UMons, Belgique (2017)
