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Author

Mustapha Hain

Observed names: Hain Mustapha, Mostapha Hain, Mustapha HAIN
ORCID: 0000-0003-1916-565X
Observed ORCID: 0000-0003-1916-565X
OpenAlex ID: A5005923631
Investigating the Impact of Train / Test Split Ratio on the Performance of Pre-Trained Models with Custom Datasets
2024 · Houda Bichri, Adil Chergui, et al. · International Journal of Advanced Computer Science and Applications · 124
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Investigating the use of random forest in software effort estimation
2019 · Zakrani abdelali, Hain Mustapha, et al. · Procedia Computer Science · 108
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The benefits of predictive maintenance in manufacturing excellence: a case study to establish reliable methods for predicting failures
2023 · Anwar Meddaoui, Mustapha Hain, et al. · The International Journal of Advanced Manufacturing Technology · 39
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Image Classification with Transfer Learning Using a Custom Dataset: Comparative Study
2023 · Houda Bichri, Adil Chergui, et al. · Procedia Computer Science · 34
Deep Real-Time Anomaly Detection for Connected Autonomous Vehicles
2020 · Rachid Oucheikh, Mouhsene Fri, et al. · Procedia Computer Science · 32
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Toward a Deep Smart Waste Management System based on Pattern Recognition and Transfer learning
2020 · Aissam Jadli, Mustapha Hain · International Conference on Advanced Communication Technologies and Networking (CommNet) · 24
Advanced ML for predictive maintenance: a case study on remaining useful life prediction and reliability enhancement
2024 · Anwar Meddaoui, Adil Hachmoud, et al. · The International Journal of Advanced Manufacturing Technology · 22
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A New Multivariate Approach for Real Time Detection of Routing Security Attacks in VANETs
2022 · Souad Ajjaj, Souad El Houssaini, et al. · Information · 19
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A Hybrid Gene Selection Strategy Based on Fisher and Ant Colony Optimization Algorithm for Breast Cancer Classification
2021 · Mohammed Hamim, Ismail El Moudden, et al. · International Journal of Online and Biomedical Engineering (iJOE) · 19
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Performance Assessment and Modeling of Routing Protocol in Vehicular Ad Hoc Networks Using Statistical Design of Experiments Methodology: A Comprehensive Study
2022 · Souad Ajjaj, Souad El Houssaini, et al. · Applied System Innovation · 17
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Improving Software Development effort estimating using Support Vector Regression and Feature Selection
2019 · Abdelali ZAKRANI, Mustapha HAIN, et al. · IAES International Journal of Artificial Intelligence · 17
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AI-driven predictive maintenance for industry 4.0: a systematic review of models, methods, and challenges
2026 · Abdelhafid Hamdi Alaoui, Anwar Meddaoui, et al. · The International Journal of Advanced Manufacturing Technology · 16
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The influence of predictive maintenance in industry 4.0: A systematic literature review
2022 · Hajar Toumi, Anwar Meddaoui, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 15
Towards predictive maintenance: the case of the aeronautical industry
2022 · Maria Eddarhri, Jihad Adib, et al. · Procedia Computer Science · 15
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Software Development Effort Estimation Using Random Forests: An Empirical Study and Evaluation
2018 · Abdelali Zakrani, Mustapha Hain, et al. · International journal of intelligent engineering and systems · 13
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Toward a Smart Lead Scoring System Using Machine Learning
2022 · Aissam Jadli, Mohammed Hamim, et al. · Indian Journal of Computer Science and Engineering · 12
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Deep Anomaly Detector Based on Spatio-Temporal Clustering for Connected Autonomous Vehicles
2021 · Rachid Oucheikh, Mouhsene Fri, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 11
Artificial intelligence-based lead propensity prediction
2023 · Aissam Jadli, Mustapha Hain, et al. · IAES International Journal of Artificial Intelligence · 9
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A Novel Dimensionality Reduction Approach to Improve Microarray Data Classification
2021 · Mohammed Hamim, Ismail El Mouden, et al. · IIUM Engineering Journal · 9
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DCGAN-Based Data Augmentation for Document Classification
2020 · Aissam JADLI, Mustapha HAIN, et al. · IEEE International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS) · 7
Decision Tree Model Based Gene Selection and Classification for Breast Cancer Risk Prediction
2020 · Mohammed Hamim, Ismail El Moudden, et al. · Communications in computer and information science · 7
A Survey of Cloud Migration Methods: A Comparison and Proposition
2016 · Khadija SABIRI, Faouzia BENABBOU, et al. · International Journal of Advanced Computer Science and Applications · 7
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Software Effort Estimation Using an Optimal Trees Ensemble: An Empirical Comparative Study
2019 · Abdelali Zakrani, Ali Idri, et al. · Smart innovation, systems and technologies · 6
Towards a cloud migration framework
2015 · Khadija Sabiri, Fouzia Benabbou, et al. · World Conference on Complex Systems · 6
Incremental Online Machine Learning for Detecting Malicious Nodes in Vehicular Communications Using Real-Time Monitoring
2023 · Souad Ajjaj, Souad El Houssaini, et al. · Telecom · 5
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Works count: 71
Citation count: 629
H-index: 14
I10-index: 17
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