Soufiane Lyaqini

Supervised learning as an inverse problem based on non-smooth loss function

Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui et al. · Knowledge and Information Systems · 2020 · 20 citations

Mathematical Programming, Inverse Problem, Engineering +10

An efficient primal-dual method for solving non-smooth machine learning problem

Soufiane Lyaqini, Mourad Nachaoui, Aissam Hadri · Chaos Solitons & Fractals · 2022 · 19 citations

Mathematical Programming, Numerical Analysis, Engineering +10

Identifying the contextual factors related to the reading performance of Moroccan fourth-grade students from a Machine Learning-based Approach.

Zakaria Khoudi, Mourad Nachaoui, Soufiane Lyaqini · Education and Information Technologies · 2023 · 13 citations

Reading Performance, Child Literacy, Reading Comprehension +10

Non-smooth classification model based on new smoothing technique

Soufiane Lyaqini, Mourad Nachaoui, Mohamed Quafafou · Journal of Physics Conference Series · 2021 · 11 citations · Full text

Data Classification, Hinge Loss Function, Support Vector Machine +13

Diabetes prediction using an improved machine learning approach

Soufiane Lyaqini, Mourad Nachaoui · Mathematical Modeling and Computing · 2021 · 11 citations