Soufiane Lyaqini

According to our database, Soufiane Lyaqini authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DWD-SVM: Support Vector Machines Based on the Distance Weighted Discrimination (DWD) Loss Function to Breast Cancer Diagnosis Classification.

Zakaria Khoudi, Mourad Nachaoui, Soufiane Lyaqini

SN Comput. Sci., June, 2025

Improved Supervised Machine Learning for Predicting Auto Insurance Purchase Patterns.

Mourad Nachaoui, Fatma Manlaikhaf, Soufiane Lyaqini

IEEE Trans. Artif. Intell., May, 2025

Machine Learning for Optimal Player Substitutions in Soccer.

Marouane Baadi, Zakaria Khoudi, Lekbir Afraites, Soufiane Lyaqini

SN Comput. Sci., March, 2025

New Approach to Enhancing Student Performance Prediction Using Machine Learning Techniques and Clickstream Data in Virtual Learning Environments.

Zakaria Khoudi, Nasereddine Hafidi, Mourad Nachaoui, Soufiane Lyaqini

SN Comput. Sci., 2025

Enhancing Machine Learning and Deep Learning Models for Depression Detection: A Focus on SMOTE, RoBERTa, and CNN-LSTM.

Chaimae Taoussi, Soufiane Lyaqini, Abdelmoutalib Metrane, Imad Hafidi

Informatica (Slovenia), 2025

2024

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

Educ. Inf. Technol., February, 2024

Primal dual algorithm for solving the nonsmooth Twin SVM.

Soufiane Lyaqini, Aissam Hadri, Ayoub Ellahyani, Mourad Nachaoui

Eng. Appl. Artif. Intell., 2024

2020

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

Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui, Abdelkrim Chakib

Knowl. Inf. Syst., 2020