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Soufiane Lyaqini

Observed names: S. Lyaqini, SOUFIANE LYAQINI, Soufian Lyaqini
ORCID: 0000-0002-1991-9039
Observed ORCID: 0000-0002-1991-9039
OpenAlex ID: A5090852684
Identifying the contextual factors related to the reading performance of Moroccan fourth-grade students from a Machine Learning-based Approach.
2023 · Zakaria Khoudi, Mourad Nachaoui, et al. · Education and Information Technologies · 22
An efficient primal-dual method for solving non-smooth machine learning problem
2022 · S. Lyaqini, M. Nachaoui, et al. · Chaos Solitons & Fractals · 20
Supervised learning as an inverse problem based on non-smooth loss function
2020 · Soufiane Lyaqini, Mohamed Quafafou, et al. · Knowledge and Information Systems · 20
New Approach to Enhancing Student Performance Prediction Using Machine Learning Techniques and Clickstream Data in Virtual Learning Environments
2025 · Zakaria Khoudi, Nasereddine Hafidi, et al. · SN Computer Science · 19
Primal dual algorithm for solving the nonsmooth Twin SVM
2023 · S. Lyaqini, A. Hadri, et al. · Engineering Applications of Artificial Intelligence · 15
Non-smooth classification model based on new smoothing technique
2021 · S. Lyaqini, M. Nachaoui, et al. · Journal of Physics Conference Series · 12
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Enhancing Machine Learning and Deep Learning Models for Depression Detection: A Focus on SMOTE, RoBERTa, and CNN-LSTM
2025 · Chaimae Taoussi, Soufiane Lyaqini, et al. · Informatica · 11
Finding the contextual impacts on Students’ Mathematical performance using a Machine Learning-based Approach
2024 · Zakaria Khoudi, Mourad Nachaoui, et al. · Híradástechnika/Infocommunications journal · 11
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Diabetes prediction using an improved machine learning approach
2021 · S. Lyaqini, M. Nachaoui · Mathematical Modeling and Computing · 11
Identification of Genuine from Fake Banknotes Using an Enhanced Machine Learning Approach
2021 · S. Lyaqini, M. Nachaoui · Springer proceedings in mathematics & statistics · 10
Leveraging machine learning and clickstream data to improve student performance prediction in virtual learning environments
2025 · Zakaria Khoudi, Nasreddine Hafidi, et al. · Information Discovery and Delivery · 9
Indicating if water is safe for human consumption using an enhanced machine learning approach
2023 · Mourad Nachaoui, Soufiane Lyaqini, et al. · Statistics Optimization & Information Computing · 7
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Enhancing Cryptocurrency Price Prediction through Inter-Coin Volatility and Hyperparameter Optimization
2025 · Nasreddine Hafidi, Zakaria Khoudi, et al. · Computational Economics · 5
Cryptocurrency Price Prediction with Genetic Algorithm-based Hyperparameter Optimization
2025 · Nasreddine Hafidi, Zakaria Khoudi, et al. · Statistics Optimization & Information Computing · 5
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Improved Supervised Machine Learning for Predicting Auto Insurance Purchase Patterns
2024 · Mourad Nachaoui, Fatma Manlaikhaf, et al. · IEEE Transactions on Artificial Intelligence · 5
Non-smooth optimization algorithm to solve the LINEX soft support vector machine
2024 · Soufiane Lyaqini, Aissam Hadri, et al. · ISA Transactions · 4
DWD-SVM: Support Vector Machines Based on the Distance Weighted Discrimination (DWD) Loss Function to Breast Cancer Diagnosis Classification
2025 · Zakaria Khoudi, Mourad Nachaoui, et al. · SN Computer Science · 3
Enhanced SMS spam classification using machine learning with optimized hyperparameters
2024 · Nasreddine Hafidi, Zakaria Khoudi, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 3
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Machine Learning for Optimal Player Substitutions in Soccer
2025 · Marouane Baadi, Zakaria Khoudi, et al. · SN Computer Science · 2
Unraveling Differences and Similarities in Sustainable Investment Through Case Studies in China, Germany, and the United States: A Multi-algorithm Clustering Network Approach
2025 · Mohamed Amine Ouhinou, Abdellah Saoualih, et al. · Lecture notes in networks and systems · 2
Heart Failure Prediction Using Supervised Machine Learning Algorithms
2023 · Soufiane Lyaqini, Mourad Nachaoui · Springer proceedings in mathematics & statistics · 2
Dynamic Handwriting Analysis Using Sequence-Based on BiGRUs for Parkinson’s Disease Identification
2026 · Houssam Moustansir, Aissam Hadri, et al. · SN Computer Science · 1
Optimizing Cryptocurrency Price Prediction with Deep Learning and Evolutionary Tuning
2025 · N. Hafidi, Z. Khoudi, et al. · Lecture notes in networks and systems · 1
Primal-dual method to solve linear exponential loss function in fuzzy soft SVM: a robust solution to imbalanced data in entity resolution
2026 · Mourad Jabrane, Soufiane Lyaqini, et al. · Fuzzy Optimization and Decision Making
Linear Time Attention with Kernels: A Comparison of Deterministic Feature Maps
2026 · Abdelfattah Toulaoui, Soufiane Lyaqini, et al. · Lecture notes in networks and systems
Works count: 32
Citation count: 200
H-index: 10
I10-index: 10
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