Sidi Ahmed Mahmoudi

62 papers B 4C 1Journal 23Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Real-time AI-powered monitoring for energy-efficient scheduling in multi-node heterogeneous systems. Future Gener. Comput. Syst. Taha Abdelazziz Rahmani, Ghalem Belalem, Sidi Ahmed Mahmoudi, Omar Rafik Merad Boudia
2026	—	`conf`	The Threshold Paradox: Why Calibrating on the Test Set Introduces Bias in Anomaly Detection. VISAPP (1) Aurélie Cools, Sédrick Stassin, Sidi Ahmed Mahmoudi
2025	J	`jnl`	An Efficient Explainability of Deep Models on Medical Images. Algorithms Salim Khiat, Sidi Ahmed Mahmoudi, Sédrick Stassin, Lillia Boukerroui, Besma Senaï, Saïd Mahmoudi
2025	J	`jnl`	Benchmarking of Anomaly Detection Methods for Industry 4.0: Evaluation, Ranking, and Practical Recommendations. Big Data Cogn. Comput. Aurélie Cools, Mohammed Amin Belarbi, Sidi Ahmed Mahmoudi
2025	—	`conf`	Edge AI System for Real-Time and Explainable Forest Fire Detection Using Compressed Deep Learning Models. VISIGRAPP (3): VISAPP Sidi Ahmed Mahmoudi, Maxime Gloesener, Mohamed Benkedadra, Jean-Sébastien Lerat
2025	J	`jnl`	Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. CoRR Mohamed Benkedadra, Matei Mancas, Sidi Ahmed Mahmoudi
2025	—	`conf`	From Unity Simulation to Diffusion-Based Augmentation: Quantifying Dataset Balance for Robust Object Detection. CIIS Mohamed Benkedadra, Aissa Saoudi, Maxime Gloesener, Sidi Ahmed Mahmoudi, Matei Mancas
2025	—	`conf`	Toward an Explainable Heatmap-Based Deep Neural Network for Product Defect Classification and Machine Failure Prediction in Industry 4.0. DeLTA Tojo Valisoa Andrianandrianina Johanesa, Lucas Equeter, Sidi Ahmed Mahmoudi, Pierre Dehombreux
2024	—	`conf`	Automatic anomalies detection and labeling from complete mammographies: a retrospective study. ICBEA Xavier Lessage, Bilal Hammas, Saïd Mahmoudi, Salvatore Murgo, Sidi Ahmed Mahmoudi
2024	—	`conf`	CIA: Controllable Image Augmentation Framework Based on Stable Diffusion. MIPR Mohamed Benkedadra, Dany Rimez, Tiffanie Godelaine, Natarajan Chidambaram, Hamed Razavi Khosroshahi, Horacio Tellez, Matei Mancas, Benoît Macq, Sidi Ahmed Mahmoudi
2024	J	`jnl`	CIA: Controllable Image Augmentation Framework Based on Stable Diffusion. CoRR Mohamed Benkedadra, Dany Rimez, Tiffanie Godelaine, Natarajan Chidambaram, Hamed Razavi Khosroshahi, Horacio Tellez, Matei Mancas, Benoît Macq, Sidi Ahmed Mahmoudi
2024	J	`jnl`	Equalizer: Energy-efficient machine learning-based heterogeneous cluster load balancer. Concurr. Comput. Pract. Exp. Taha Abdelazziz Rahmani, Ghalem Belalem, Sidi Ahmed Mahmoudi, Omar Rafik Merad Boudia
2024	—	`conf`	FuDensityNet: Fusion-Based Density-Enhanced Network for Occlusion Handling. VISIGRAPP (3): VISAPP Zainab Ouardirhi, Otmane Amel, Mostapha Zbakh, Sidi Ahmed Mahmoudi
2024	J	`jnl`	Machine learning-driven energy-efficient load balancing for real-time heterogeneous systems. Clust. Comput. Taha Abdelazziz Rahmani, Ghalem Belalem, Sidi Ahmed Mahmoudi, Omar Rafik Merad Boudia
2024	J	`jnl`	Multimodal Approach for Harmonized System Code Prediction. CoRR Otmane Amel, Sédrick Stassin, Sidi Ahmed Mahmoudi, Xavier Siebert
2023	—	`conf`	A Novel Approach for Recognizing Occluded Objects Using Feature Pyramid Network Based on Occlusion Rate Analysis. CloudTech Zainab Ouardirhi, Sidi Ahmed Mahmoudi, Mostapha Zbakh
2023	—	`conf`	Architecture to Distribute Deep Learning Models on Containers and Virtual Machines for Industry 4.0. CloudTech Jean-Sébastien Lerat, Sidi Ahmed Mahmoudi
2023	—	`conf`	Explaining through Transformer Input Sampling. ICCV (Workshops) Alexandre Englebert, Sédrick Stassin, Géraldin Nanfack, Sidi Ahmed Mahmoudi, Xavier Siebert, Olivier Cornu, Christophe De Vleeschouwer
2023	C	`conf`	Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. IMX Mohamed Benkedadra, Matei Mancas, Sidi Ahmed Mahmoudi
2023	B	`conf`	Multimodal Approach for Harmonized System Code Prediction. ESANN Otmane Amel, Sédrick Stassin, Sidi Ahmed Mahmoudi, Xavier Siebert
2023	B	`conf`	Similarity versus Supervision: Best Approaches for HS Code Prediction. ESANN Sédrick Stassin, Otmane Amel, Sidi Ahmed Mahmoudi, Xavier Siebert
2023	J	`jnl`	Single node deep learning frameworks: Comparative study and CPU/GPU performance analysis. Concurr. Comput. Pract. Exp. Jean-Sébastien Lerat, Sidi Ahmed Mahmoudi, Saïd Mahmoudi
2022	J	`jnl`	A New Comparative Study of Dimensionality Reduction Methods in Large-Scale Image Retrieval. Big Data Cogn. Comput. Mohammed Amin Belarbi, Saïd Mahmoudi, Ghalem Belalem, Sidi Ahmed Mahmoudi, Aurélie Cools
2022	J	`jnl`	Multi-Biometric Iris Recognition System Using Consensus Between Convolutional Neural Network Architectures. Int. J. Organ. Collect. Intell. Hammou Djalal Rafik, Sidi Ahmed Mahmoudi, Reda Adjoudj
2021	J	`jnl`	Data management and internet of things : A methodological review in smart farming. Internet Things Olivier Debauche, Jean-Philippe Trani, Saïd Mahmoudi, Pierre Manneback, Jérôme Bindelle, Sidi Ahmed Mahmoudi, Adriano Guttadauria, Frédéric Lebeau
2021	J	`jnl`	Towards Landslides Early Warning System With Fog - Edge Computing And Artificial Intelligence*. J. Ubiquitous Syst. Pervasive Networks Olivier Debauche, Meryem Elmoulat, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Adriano Guttadauria, Pierre Manneback, Frédéric Lebeau
2020	—	`conf`	A Model Of A Biometric Recognition System Based On The Hough Transform Of Libor Masek and 1-D Log-Gabor Filter. Cloudtech Hammou Djalal Rafik, Sidi Ahmed Mahmoudi, Reda Adjoudj, Mechab Boubaker
2020	—	`conf`	A new Edge Architecture for AI-IoT services deployment. FNC/MobiSPC Olivier Debauche, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Pierre Manneback, Frédéric Lebeau
2020	—	`conf`	Big Data Processing Architecture for Smart Farming. EUSPN/ICTH Amine Roukh, Fabrice Nolack Fote, Sidi Ahmed Mahmoudi, Saïd Mahmoudi
2020	—	`conf`	Big Data Storage and Analysis for Smart Farming. Cloudtech Fabrice Nolack Fote, Saïd Mahmoudi, Amine Roukh, Sidi Ahmed Mahmoudi
2020	J	`jnl`	Cloud architecture for plant phenotyping research. Concurr. Comput. Pract. Exp. Olivier Debauche, Sidi Ahmed Mahmoudi, Nicolas De Cock, Saïd Mahmoudi, Pierre Manneback, Frédéric Lebeau
2020	—	`conf`	Deep Learning and Approach for Tracking People's Movements in a Video. Cloudtech Jemai Bornia, Ali Frihida, Olivier Debauche, Sidi Ahmed Mahmoudi, Pierre Manneback
2020	—	`conf`	Deployment of Containerized Deep Learning Applications in the Cloud. Cloudtech Rim Doukha, Sidi Ahmed Mahmoudi, Mostapha Zbakh, Pierre Manneback
2020	—	`conf`	Edge AI-IoT Pivot Irrigation, Plant Diseases, and Pests Identification. EUSPN/ICTH Olivier Debauche, Saïd Mahmoudi, Meryem Elmoulat, Sidi Ahmed Mahmoudi, Pierre Manneback, Frédéric Lebeau
2020	—	`conf`	Edge Computing and Artificial Intelligence Semantically Driven. Application to a Climatic Enclosure. FNC/MobiSPC Olivier Debauche, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Pierre Manneback, Frédéric Lebeau
2020	—	`conf`	Edge Computing and Artificial Intelligence for Landslides Monitoring. EUSPN/ICTH Meryem Elmoulat, Olivier Debauche, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Pierre Manneback, Frédéric Lebeau
2020	—	`conf`	Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring. FNC/MobiSPC Olivier Debauche, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Pierre Manneback, Jérôme Bindelle, Frédéric Lebeau
2020	J	`jnl`	Multimedia processing using deep learning technologies, high-performance computing cloud resources, and Big Data volumes. Concurr. Comput. Pract. Exp. Sidi Ahmed Mahmoudi, Mohammed Amin Belarbi, Saïd Mahmoudi, Ghalem Belalem, Pierre Manneback
2020	—	`conf`	Toward a Big Data Knowledge-Base Management System for Precision Livestock Farming. EUSPN/ICTH Fabrice Nolack Fote, Amine Roukh, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Olivier Debauche
2020	B	`conf`	WALLeSMART: Cloud Platform for Smart Farming. SSDBM Amine Roukh, Fabrice Nolack Fote, Sidi Ahmed Mahmoudi, Saïd Mahmoudi
2019	J	`jnl`	Cloud-Based Image Retrieval Using GPU Platforms. Comput. Sidi Ahmed Mahmoudi, Mohammed Amin Belarbi, El Wardani Dadi, Saïd Mahmoudi, Mohammed Benjelloun
2019	J	`jnl`	MRI Breast Tumor Segmentation Using Different Encoder and Decoder CNN Architectures. Comput. Mohammed El Adoui, Sidi Ahmed Mahmoudi, Mohamed Amine Larhmam, Mohammed Benjelloun
2018	—	`conf`	Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning. Cloudtech Mohammed Benjelloun, Mohammed El Adoui, Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi
2018	—	`conf`	Cloud Platform using Big Data and HPC Technologies for Distributed and Parallels Treatments. EUSPN/ICTH Olivier Debauche, Sidi Ahmed Mahmoudi, Saïd Mahmoudi, Pierre Manneback
2018	—	`conf`	Internet of Things: Learning and practices. Application to smart home. CommNet Olivier Debauche, Saïd Mahmoudi, Mohammed Amin Belarbi, Mohammed El Adoui, Sidi Ahmed Mahmoudi
2018	—	`conf`	Internet of Things: learning and practices. Application to Smart City. Cloudtech Olivier Debauche, Saïd Mahmoudi, Sidi Ahmed Mahmoudi
2018	—	`conf`	Robust Facial Recognition Using Extended Local Binary Patterns. Cloudtech Gafour Yacine, Djamel Berrabah, Sidi Ahmed Mahmoudi
2018	—	`conf`	Towards a Semantic Video Analysis using Deep Learning and Ontology. Cloudtech Jemai Bornia, Sidi Ahmed Mahmoudi, Ali Frihida, Pierre Manneback
2018	J	`jnl`	Towards a smart selection of resources in the cloud for low-energy multimedia processing. Concurr. Comput. Pract. Exp. Sidi Ahmed Mahmoudi, Mohammed Amin Belarbi, Saïd Mahmoudi, Ghalem Belalem
2018	J	`jnl`	WT_DMDA new scheduling strategy for conjugate gradient solver on heterogeneous architecture. Int. J. Auton. Comput. Najlae Kasmi, Mostapha Zbakh, Sidi Ahmed Mahmoudi, Pierre Manneback
2017	—	`conf`	Cloud-based platform for computer vision applications. ICSDE Sidi Ahmed Mahmoudi, Mohammed El Adoui, Mohammed Amin Belarbi, Mohamed Amine Larhmam, Fabian Lecron
2016	—	`conf`	Real Time GPU-Based Segmentation and Tracking of the Left Ventricle on 2D Echocardiography. IWBBIO Sidi Ahmed Mahmoudi, Mohammed Ammar, Guillaume Luque Joris, Amine Abbou
2015	—	`conf`	Multi-CPU/Multi-GPU Based Framework for Multimedia Processing. CIIA Sidi Ahmed Mahmoudi, Pierre Manneback
2015	J	`jnl`	Multi-GPU based framework for real-time motion analysis and tracking in multi-user scenarios. EAI Endorsed Trans. Creative Technol. Sidi Ahmed Mahmoudi
2014	J	`jnl`	A Multi-Resolution FPGA-Based Architecture for Real-Time Edge and Corner Detection. IEEE Trans. Computers Paulo Ricardo Possa, Sidi Ahmed Mahmoudi, Naim Harb, Carlos Valderrama, Pierre Manneback
2014	—	`conf`	A Portable Multi-CPU/Multi-GPU Based Vertebra Localization in Sagittal MR Images. ICIAR (2) Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
2014	—	`conf`	Multi-GPU based event detection and localization using high definition videos. ICMCS Sidi Ahmed Mahmoudi, Pierre Manneback
2013	—	`conf`	Real-Time GPU-Based Motion Detection and Tracking Using Full HD Videos. INTETAIN Sidi Ahmed Mahmoudi, Michal Kierzynka, Pierre Manneback
2012	B	`conf`	A new self-adapting architecture for feature detection. FPL Paulo Da Cunha Possa, Sidi Ahmed Mahmoudi, Naim Harb, Carlos Valderrama
2012	—	`conf`	Efficient exploitation of heterogeneous platforms for images features extraction. IPTA Sidi Ahmed Mahmoudi, Pierre Manneback
2012	J	`jnl`	Traitement d'images sur architectures parallèles et hétérogènes. Tech. Sci. Informatiques Sidi Ahmed Mahmoudi, Pierre Manneback, Cédric Augonnet, Samuel Thibault
2011	J	`jnl`	Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images. Int. J. Biomed. Imaging Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback