Mohamed Lazaar

53 papers A 1B 1Journal 25Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A federated and transfer learning framework for high-accuracy, explainable intrusion detection in next-generation data centers. Discov. Artif. Intell. Mbarek Marwan, Mohammed Chemmakha, Abdelkarim Ait Temghart, Mohamed Lazaar
2026	J	`jnl`	Robust CNN-Based Threat Detection in SDN-Enabled IoT Networks. J. Netw. Syst. Manag. Safae Khalis, Karima Hassini, Mohammed Chemmakha, Omar Habibi, Mohamed Lazaar
2026	J	`jnl`	Toward a New Approach for Internet of Things (IoT) Intrusion Detection Based on Feature Selection and Tabular Generative Adversarial Network. Intelligenza Artificiale Mohammed Chemmakha, Omar Habibi, Mohamed Lazaar
2025	A	`conf`	Active Learning and Adaptive Semi-Supervised Approach for Medical Image Segmentation. ICCAD Niama Assia El Joudi, Mohamed Lazaar, François Delmotte, Hamid Allaoui, Oussama Mahboub
2025	J	`jnl`	Adaptive transfer learning using SegFormer for imbalanced pixel in medical image segmentation. Signal Image Video Process. Niama Assia El Joudi, Mohamed Lazaar, François Delmotte, Hamid Allaoui, Oussama Mahboub
2025	J	`jnl`	Bridging Tacit Knowledge and Explicit Knowledge: An Ontological Model for Effective Knowledge Conversion. Int. J. Eng. Pedagog. Ouissale Zaoui Seghroucheni, Mohamed Lazaar, Mohammed Al Achhab
2025	J	`jnl`	Leveraging pretrained embeddings and self-attention based convolutional neural networks for early prediction of ventilator-associated pneumonia from clinical notes. Eng. Appl. Artif. Intell. Zineb El M'hamdi, Mohamed Lazaar, Oussama Mahboub
2025	J	`jnl`	Optimizing data caching and placement in next-generation data centers using transformer and probabilistic matrix factorization. Clust. Comput. Mbarek Marwan, Yassine Afoudi, Safae Hmaidi, Abdelkarim Ait Temghart, Mohamed Lazaar
2025	J	`jnl`	Systematic Review and Framework for AI-Driven Tacit Knowledge Conversion Methods and Machine Learning Algorithms for Ontology-Based Chatbots in E-Learning Platforms. Int. J. Interact. Mob. Technol. Ouissale Zaoui Seghroucheni, Mohamed Lazaar, Mohammed Al Achhab
2025	J	`jnl`	U-Net-Based Fetal Head Circumference Segmentation With Synthetic-Driven Generation Data Augmentation. Int. J. Imaging Syst. Technol. Niama Assia El Joudi, Mohamed Lazaar, François Delmotte, Hamid Allaoui, Oussama Mahboub
2024	J	`jnl`	An end-to-end learning approach for enhancing intrusion detection in Industrial-Internet of Things. Knowl. Based Syst. Karima Hassini, Safae Khalis, Omar Habibi, Mohammed Chemmakha, Mohamed Lazaar
2024	J	`jnl`	An explainable machine learning model for sentiment analysis of online reviews. Knowl. Based Syst. Soufiane El Mrabti, Jaouad EL-Mekkaoui, Adil Hachmoud, Mohamed Lazaar
2024	J	`jnl`	Artificial intelligence for energy and QoS-aware proactive dynamic virtual machines consolidation in cloud-edge data centers. Int. J. High Perform. Syst. Archit. Mbarek Marwan, Abdelkarim Ait Temghart, Mohamed Lazaar
2024	—	`conf`	Fine-tuned SegFormer for enhanced fetal head segmentation. EUSPN/ICTH Niama Assia El Joudi, Mohamed Lazaar, François Delmotte, Hamid Allaoui, Oussama Mahboub
2024	J	`jnl`	Towards a Deep Learning Approach for IoT Attack Detection Based on a New Generative Adversarial Network Architecture and Gated Recurrent Unit. J. Netw. Syst. Manag. Mohammed Chemmakha, Omar Habibi, Mohamed Lazaar
2024	J	`jnl`	Unleashing the potential of applied UNet architectures and transfer learning in teeth segmentation on panoramic radiographs. Intelligenza Artificiale Rime Bouali, Oussama Mahboub, Mohamed Lazaar
2023	—	`conf`	A Collaborative Filtering Movies Recommendation System based on Graph Neural Network. ANT/EDI40 Redwane Nesmaoui, Mouad Louhichi, Mohamed Lazaar
2023	J	`jnl`	An enhanced recommender system based on heterogeneous graph link prediction. Eng. Appl. Artif. Intell. Yassine Afoudi, Mohamed Lazaar, Safae Hmaidi
2023	J	`jnl`	Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection. Eng. Appl. Artif. Intell. Omar Habibi, Mohammed Chemmakha, Mohamed Lazaar
2023	J	`jnl`	Leveraging artificial intelligence and mutual authentication to optimize content caching in edge data centers. J. King Saud Univ. Comput. Inf. Sci. Mbarek Marwan, Feda AlShahwan, Yassine Afoudi, Abdelkarim Ait Temghart, Mohamed Lazaar
2023	B	`conf`	Link Prediction Using Graph Neural Networks for Recommendation Systems. KES Safae Hmaidi, Mohamed Lazaar, Abdellah Chehri, Yasser El Alami El Madani, Rachid Saadane
2023	—	`conf`	Review of Dental Diagnosis by Deep Learning Models: Trends, Applications and Challenges. EUSPN/ICTH Rime Bouali, Oussama Mahboub, Mohamed Lazaar
2023	—	`conf`	Shapley Values for Explaining the Black Box Nature of Machine Learning Model Clustering. ANT/EDI40 Mouad Louhichi, Redwane Nesmaoui, Mbarek Marwan, Mohamed Lazaar
2023	—	`conf`	Systematic Review on the Conversion of Tacit Knowledge. CiSt Ouissale Zaoui Seghroucheni, Mohammed Al Achhab, Mohamed Lazaar
2022	—	`ed.`	BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, Rabat, Morocco, March 17-18, 2021. BDIoT Mohamed Lazaar, Claude Duvallet, Abdellah Touhafi, Mohammed Al Achhab
2022	—	`conf`	Review of the role of Artificial Intelligence in dentistry: Current applications and trends. EUSPN/ICTH Niama Assia El Joudi, Mohammed Bennani Othmani, Farid Bourzgui, Oussama Mahboub, Mohamed Lazaar
2021	—	`conf`	A Comprehensive Review of Artificial Intelligence Techniques in Financial Market. CIST Zahra Berradi, Mohamed Lazaar, Oussama Mahboub, Hicham Omara
2021	—	`conf`	A Hybrid Machine Learning Method for Movies Recommendation. BDIoT Redwane Nesmaoui, Mouad Louhichi, Mohamed Lazaar
2021	J	`jnl`	Hybrid recommendation system combined content-based filtering and collaborative prediction using artificial neural network. Simul. Model. Pract. Theory Yassine Afoudi, Mohamed Lazaar, Mohammed Al Achhab
2021	—	`conf`	Improved Content Based Filtering Using Unsupervised Machine Learning on Movie Recommendation. BDIoT Yassine Afoudi, Mohamed Lazaar, Mohammed Al Achhab, Hicham Omara
2021	J	`jnl`	Intelligent recommender system based on unsupervised machine learning and demographic attributes. Simul. Model. Pract. Theory Yassine Afoudi, Mohamed Lazaar, Mohammed Al Achhab
2021	—	`conf`	Performing of users' road safety at intelligent transportation systems. CIST Soumaya Amri, Mohamed Naoum, Mohamed Lazaar, Mohammed Al Achhab
2020	J	`jnl`	A novel approach based on heuristics and a neural network to solve a capacitated location routing problem. Simul. Model. Pract. Theory Fadoua Oudouar, Mohamed Lazaar, Zaoui El Miloud
2020	—	`conf`	Novel Convex Polyhedron Classifier for Sentiment Analysis. Cloudtech Soufiane El Mrabti, Mohamed Lazaar, Mohammed Al Achhab, Hicham Omara
2019	—	`conf`	Artificial Neural Networks Optimization and Convolution Neural Networks to Classifying Images in Remote Sensing: A Review. BDIoT Khalid A. Al-Afandy, Hicham Omara, Mohamed Lazaar, Mohammed Al Achhab
2019	—	`ed.`	BDIoT'19: The 4th International Conference On Big Data and Internet of Things, Rabat, Morocco, October 23-24, 2019 BDIoT Mohamed Lazaar, Claude Duvallet, Mohammed Al Achhab, Oussama Mahboub, Hassan Silkan
2019	—	`conf`	Impact of Neural Network Architectures on Arabic Sentiment Analysis. BDIoT Hamza Chahidi, Hicham Omara, Mohamed Lazaar, Mohammed Al Achhab
2019	J	`jnl`	Improving Cognitive Decision-Making into Adaptive Educational Systems through a Diagnosis Tool based on the Competency Approach. Int. J. Emerg. Technol. Learn. Najoua Hrich, Mohamed Lazaar, Mohamed Khaldi
2019	J	`jnl`	MAPSS an Intelligent Architecture for the Pedagogical Support: Experiment, Results & Discussion. Int. J. Emerg. Technol. Learn. Najoua Hrich, Mohamed Lazaar, Mohamed Khaldi
2019	J	`jnl`	MAPSS: An Intelligent Architecture for the Pedagogical Support. Int. J. Emerg. Technol. Learn. Najoua Hrich, Mohamed Lazaar, Mohamed Khaldi
2019	J	`jnl`	Problematic of the Assessment Activity within Adaptive E-Learning Systems. Int. J. Emerg. Technol. Learn. Najoua Hrich, Mohamed Lazaar, Mohamed Khaldi
2019	—	`conf`	Scientific paper classification using Convolutional Neural Networks. BDIoT Monir Ech-Chouyyekh, Hicham Omara, Mohamed Lazaar
2019	—	`conf`	Visual Language for Specifying Verification Properties. BDIoT Outman El Hichami, Mohamed Naoum, Mohammed Al Achhab, Badr Eddine El Mohajir, Mohamed Lazaar
2018	—	`ed.`	Big Data, Cloud and Applications - Third International Conference, BDCA 2018, Kenitra, Morocco, April 4-5, 2018, Revised Selected Papers BDCA Youness Tabii, Mohamed Lazaar, Mohammed Al Achhab, Nourddine Enneya
2018	—	`conf`	Comparison of Feature Selection Methods for Sentiment Analysis. BDCA Soufiane El Mrabti, Mohammed Al Achhab, Mohamed Lazaar
2017	—	`conf`	Classification of Breast Cancer with Improved Self-Organizing Maps. BDCA Hicham Omara, Mohamed Lazaar, Youness Tabii
2017	—	`ed.`	Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, BDCA 2017, Tetouan, Morocco, March 29-30, 2017 BDCA Mohamed Lazaar, Youness Tabii, Mohamed Chrayah, Mohammed Al Achhab
2017	—	`conf`	Sentiment Analysis using supervised classification algorithms. BDCA Yassine Al-Amrani, Mohamed Lazaar, Kamal Eddine Elkadiri
2016	J	`jnl`	Architecture Optimization Model for the Probabilistic Self-Organizing Maps and Speech Compression. Int. J. Comput. Intell. Appl. Zakariae En-Naimani, Mohamed Lazaar, Mohamed Ettaouil
2016	—	`ed.`	Proceedings of the International Conference on Big Data, Cloud and Applications: Selected Papers, Tetuan, Morocco, May 25-26, 2015. BDCA Mohammed Al Achhab, Mohamed Lazaar, Youness Tabii
2015	—	`conf`	Architecture Optimization Model for the Probabilistic Self-organizing Maps. BDCA Zakariae En-Naimani, Mohamed Lazaar, Mohamed Ettaouil
2014	—	`conf`	Architecture optimization model for the probabilistic self-organizing maps and classification. SITA Zakariae En-Naimani, Mohamed Lazaar, Mohamed Ettaouil
2014	—	`conf`	Neural network apply to predict aircraft trajectory for conflict resolution. SITA Rachid Kaidi, Mohamed Lazaar, Mohamed Ettaouil