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Author

Ikhlass Boukrouh

Observed name: I. Boukrouh
Observed institution: Abdelmalek Essaâdi University
ORCID: 0009-0009-6745-9207
Observed ORCID: 0009-0009-6745-9207
OpenAlex ID: A5095090307
Hybrid Approach Integrating Deep Learning-Autoencoder With Statistical Process Control Chart for Anomaly Detection: Case Study in Injection Molding Process
2024 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · IEEE Access · 28
A Comprehensive Framework for Supplier Selection: Using Subjective, Objective, and Hybrid Multi-Criteria Decision-Making Techniques With Sensitivity Analysis
2024 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · IEEE Access · 22
Explainable machine learning models applied to predicting customer churn for e-commerce
2024 · Ikhlass Boukrouh, Abdellah Azmani · IAES International Journal of Artificial Intelligence · 15
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Artificial Intelligence Applications in E-commerce: a Bibliometric Study From 1995 to 2023 Using Merged Data Sources
2024 · Ikhlass Boukrouh, Abdelah Azmani · International Journal of Professional Business Review · 15
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Interpreting injection molding quality defect using explainable artificial intelligence and analysis of variance
2025 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · Engineering Applications of Artificial Intelligence · 10
A Hybrid Approach for Sales Forecasting: Combining Deep Learning and Time Series Analysis
2024 · I. Boukrouh, S. Idiri, et al. · International Journal of Engineering · 8
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Design of Combined Ahp-Topsis Model for Optimizing Selection of Injection Molding Machines
2024 · F. Tayalati, I. Boukrouh, et al. · International Journal of Engineering · 7
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Implementation of Digital Twin and Deep Learning for Process Monitoring: Case Study in Injection Molding Manufacturing
2024 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science · 6
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Feature Selection and Classification Performance: A Multi-Dataset Comparative Analysis Using Boruta Algorithm and Random Forest
2024 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science · 6
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Comparative SHAP Analysis on SVM and K-NN: Impacts of Hyperparameter Tuning on Model Explainability
2024 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) · 4
Deep Learning-Based Intelligent X-Bar Control Chart for Monitoring Manufacturing Process
2024 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) · 3
Integrating Canny Filter and Convolutional Neural Networks for Quality Defect Detection in Injection Molding Process
2024 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science · 2
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Personalized Fashion Product Recommendations using Transfer Learning and Nearest Neighbors Models
2024 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science · 2
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Optimizing Models Performance: A Comprehensive Review and Case Study of Hyperparameters Tuning
2025 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · Lecture notes in networks and systems · 1
Machine Learning for Industrial Manufacturing: A Case Study on Injection Molding Machine Selection Support
2024 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · Lecture notes in information systems and organisation · 1
Modeling and Managing Product Unavailability Risk in Inventory Through a Fuzzy Bayesian Network
2024 · Ikhlass Boukrouh, Abdellah Azmani, et al. · Communications in computer and information science · 1
Explainable AI for Workforce Management: Enhancing Retention in Smart Cities
2026 · Loubna Bouhsaien, Houssam Mensouri, et al. · Green energy and technology
A Deep Learning Pipeline for Accurate Road Detection in Satellite Imagery
2025 · I. Mayouche, I. Boukrouh, et al. · International Journal of Engineering
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Feature importance in predicting customer offer acceptance in online retail
2025 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · IET conference proceedings.
Efficiency comparison of design of experiments and machine learning techniques with small dataset
2025 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · IET conference proceedings.
Machine learning-assisted decision support in industrial manufacturing: a case study on injection molding machine selection
2024 · Faouzi Tayalati, Soulaimane Idiri, et al. · IAES International Journal of Artificial Intelligence
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Integrating Genetic Algorithms and Analytic Hierarchy Process for Customer Retention Optimization in E-Commerce
2024 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)
Predictive Quality Defects Combining Design of Experiments and Machine Learning: A Case Study on Shrinkage in Injection Molding
2024 · Faouzi Tayalati, Ikhlass Boukrouh, et al. · International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)
Beyond Sight: Distance-Aware LVMs for Smarter Navigation
2024 · Ikhlass Boukrouh, Faouzi Tayalati, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science
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Works count: 24
Citation count: 131
H-index: 7
I10-index: 5
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