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Author

Ilyas Tammouch

Observed name: Tammouch et al.
ORCID: 0000-0003-2752-4413
Observed ORCID: 0000-0003-2752-4413
OpenAlex ID: A5092558648
Evaluating various machine learning methods for predicting students' math performance in the 2019 TIMSS
2024 · Abdelamine Elouafi, Ilyas Tammouch, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 12
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Uncovering Key Factors of Student Performance in Math: An Explainable Deep Learning Approach Using TIMSS 2019 Data
2025 · Abdelamine Elouafi, Ilyas Tammouch, et al. · Information · 8
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Centroid competitive learning approach for clustering and mapping the social vulnerability in Morocco
2022 · Tammouch et al. · International Journal of ADVANCED AND APPLIED SCIENCES · 7
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Identifying low-performing regions in Moroccan education: A deep learning approach using the PISA dataset
2023 · Ilyas Tammouch, Abdelamine Elouafi, et al. · International Journal of ADVANCED AND APPLIED SCIENCES · 5
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Two-dimensional Klein-Gordon and Sine-Gordon numerical solutions based on deep neural network
2025 · Soumaya Nouna, Assia Nouna, et al. · IAES International Journal of Artificial Intelligence · 4
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Betting on Machine Learning: Extracting Patterns from Football’s Anarchic Odds
2024 · Ilyas Tammouch, Abdelamine Elouafi, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet) · 2
Hybrid Deep Learning for Hyperspectral Imaging: Merging 1D and 2D CNNs for Enhanced Land Cover Mapping
2025 · Assia Nouna, Soumaya Nouna, et al. · International Conference on Optimization and Applications (ICOA) · 1
A competitive learning approach to enhancing teacher effectiveness and student outcomes
2025 · Ilyas Tammouch, Soumaya Nouna, et al. · IAES International Journal of Artificial Intelligence · 1
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Does empathy and awareness of bullying affect the performance of Moroccan students in PISA?
2025 · Ilyas Tammouch, Abdelamine Elouafi, et al. · International Journal of Informatics and Communication Technology (IJ-ICT) · 1
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Solving Nonlinear Klein-Gordon Equations via PyDEns: A Neural Network-Based PDE Solver
2025 · Soumaya Nouna, Ilyas Tammouch, et al. · Informatica · 1
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Data Augmentation Using SMOTE Technique: Application for Classification of Patient Care
2025 · Ibtissam Essadik, Khalil Laatiris, et al. · International Conference on Circuit, Systems and Communication (ICCSC) · 1
Principal-reported school absenteeism in Morocco: contextual correlates and same-respondent attendance information in TIMSS 2023
2026 · Abdelamine Elouafi, Ilyas Tammouch, et al. · Large-scale Assessments in Education
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Spectral–Spatial Land Cover Mapping Using a Deep 3D Convolutional Neural Network on Hyperspectral Data
2026 · Assia Nouna, Soumaya Nouna, et al. · Informatica
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A Brief Survey of Generative AI for Healthcare Applications
2026 · Ibtissam Essadik, Mohamed Badiy, et al. · Lecture notes in networks and systems
Solving The variable-coefficient Helmholtz Using An Artificial Neural Network Approach
2025 · Soumaya Nouna, Assia Nouna, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet)
Detecting Key Indicators of Student Concentration in Mathematics Using TIMSS 2023 Data: An Explainable Machine Learning Approach
2025 · Abdelamine Elouafi, Ilyas Tammouch, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet)
Uncovering the Drivers of Global Educational Performance: A Machine Learning-Based Analysis of PISA Scores
2025 · Ilyas Tammouch, Abdelamine Elouafi, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet)
Modified Hyper Parameter Optimization for enhancing intrusion detection in Industrial-Internet of Things
2025 · Imane Laassar, Ilyas Tammouch, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet)
Hybrid 2D–3D Convolutional Neural Network for Hyperspectral Land-Cover Classification
2025 · Assia Nouna, Soumaya Nouna, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet)
Deep neural network solutions to Newell-Whitehead-Segel equations
2025 · Soumaya Nouna, Ilyas Tammouch, et al. · IAES International Journal of Artificial Intelligence
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Artificial Neural Networks for Solving Partial Differential Equations: A Deep Learning Approach
2025 · Soumaya Nouna, Assia Nouna, et al. · International Conference on Optimization and Applications (ICOA)
Explaining student absenteeism in Morocco using TIMSS 2023 data: a deep learning and explainable AI approach
2025 · Abdelamine Elouafi, Ilyas Tammouch, et al. · International Conference on Optimization and Applications (ICOA)
Modeling the Academic Impact of Early ICT Exposure: A Cross-National Study Using Pooled Variance Optimization
2025 · Ilyas Tammouch, Abdelamine Elouafi, et al. · International Conference on Optimization and Applications (ICOA)
Predicting student status using machine learning by analyzing classroom behaviors with X-API data
2025 · Abdelamine Elouafi, Ilyas Tammouch, et al. · Indonesian Journal of Electrical Engineering and Computer Science
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Works count: 25
Citation count: 43
H-index: 4
I10-index: 1
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