| Supervised learning as an inverse problem based on non-smooth loss function S Lyaqini, M Quafafou, M Nachaoui, A Chakib Knowledge and Information Systems 62 (8), 3039-3058, 2020 | 22 | 2020 |
| An efficient primal-dual method for solving non-smooth machine learning problem S Lyaqini, M Nachaoui, A Hadri Chaos, Solitons & Fractals 155, 111754, 2022 | 15 | 2022 |
| Non-smooth classification model based on new smoothing technique S Lyaqini, M Nachaoui, M Quafafou Journal of Physics: Conference Series 1743 (1), 012025, 2021 | 11 | 2021 |
| Identification of genuine from fake banknotes using an enhanced machine learning approach S Lyaqini, M Nachaoui Mathematical Control and Numerical Applications: JANO13, Khouribga, Morocco …, 2021 | 8 | 2021 |
| Identifying the contextual factors related to the reading performance of Moroccan fourth-grade students from a Machine Learning-based Approach. Z Khoudi, M Nachaoui, S Lyaqini Education and Information Technologies 29 (3), 3047-3073, 2024 | 6 | 2024 |
| Diabetes prediction using an improved machine learning approach S Lyaqini, M Nachaoui Mathematical Modeling and Computing 8 (4), 726–735, 2021 | 5 | 2021 |
| Primal dual algorithm for solving the nonsmooth Twin SVM S Lyaqini, A Hadri, A Ellahyani, M Nachaoui Engineering Applications of Artificial Intelligence 128, 107567, 2024 | 2 | 2024 |
| Finding the contextual impacts on Students’ Mathematical performance using a Machine Learning-based Approach Z Khoudi, M Nachaoui, S Lyaqini INFOCOMMUNICATIONS JOURNAL: A PUBLICATION OF THE SCIENTIFIC ASSOCIATION FOR …, 2024 | 2 | 2024 |
| Indicating if water is safe for human consumption using an enhanced machine learning approach M Nachaoui, S Lyaqini, M Chaouch Statistics, Optimization & Information Computing 11 (1), 70-81, 2023 | 2 | 2023 |
| Heart Failure Prediction Using Supervised Machine Learning Algorithms S Lyaqini, M Nachaoui The International Conference on New Trends in Applied Mathematics, 37-49, 2022 | 1 | 2022 |
| Enhanced SMS spam classification using machine learning with optimized hyperparameters N Hafidi, Z Khoudi, M Nachaoui, S Lyaqini Indonesian Journal of Electrical Engineering and Computer Science 37 (1 …, 2025 | | 2025 |
| Improved supervised machine learning for predicting auto insurance purchase patterns M Nachaoui, F Manlaikhaf, S Lyaqini IEEE Transactions on Artificial Intelligence, 2024 | | 2024 |
| Non-smooth optimization algorithm to solve the LINEX soft support vector machine S Lyaqini, A Hadri, L Afraites ISA transactions 153, 322-333, 2024 | | 2024 |
| Aerial Remote Sensing Object detection using Unsupervised Domain Adaptive YBEN YOUSSEF, S Lyaqini, K Fakhar, E Abdelmounim Statistics, Optimization & Information Computing, 2024 | | 2024 |
| Airplane Detection based on Unsupervised Deep Domain Adaptation in Remote Sensing Images EA Youssef Ben Youssef, Soufiane Lyaqini, Khalid Fakhar Conference: AITATSI 22At: 22-23 November 2022 Marrakech, 2023 | | 2023 |
| Airplane Detection Based on Unsupervised Deep Domain Adaptation in Remote Sensing Images YBEN YOUSSEF, S Lyaqini, K Fakhar, E Abdelmounim | | 2022 |
| An Improvement to the Nonparametric Regression Models Using the Nonsmooth Loss Functions S Lyaqini The International Conference on New Trends in Applied Mathematics, 17-26, 2022 | | 2022 |
| Apprentissage supérvisé, problèmes inverse et analyse Big Data. S Lyaqini | | 2016 |
