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Nabil Benaya

Observed names: Benaya Nabil, N. Benaya, Nabil BENAYA
ORCID: 0000-0002-8897-0137
Observed ORCID: 0000-0002-8897-0137
OpenAlex ID: A5004198048
Hybrid Transformer-CNN architecture for multivariate time series forecasting: Integrating attention mechanisms with convolutional feature extraction
2025 · Abdellah El Zaar, Amine Mansouri, et al. · Journal of Intelligent Information Systems · 35
Prediction of US 30‐years‐treasury‐bonds movement and trading entry point using the robust 1DCNN‐BiLSTM‐XGBoost algorithm
2023 · Abdellah El Zaar, Nabil Benaya, et al. · Expert Systems · 11
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A Deep Learning Approach to Manage and Reduce Plastic Waste in the Oceans
2022 · Abdellah El zaar, Ayoub Aoulalay, et al. · E3S Web of Conferences · 10
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Comparative Study of Optimal Tuning PID Controller for Manipulator Robot
2023 · Faiza Dib, Nabil Benaya, et al. · Lecture notes in networks and systems · 6
Ethereum Cryptocurrency Entry Point and Trend Prediction using Bitcoin Correlation and Multiple Data Combination
2023 · Abdellah EL ZAAR, Nabil BENAYA, et al. · International Journal of Advanced Computer Science and Applications · 6
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A Comprehensive Review of AI-based Wind Power Forecasting Over Multiple Time Horizons
2026 · Ikrame Arrassi, Sanae Arkhouch, et al. · Process Integration and Optimization for Sustainability · 5
Sign Language Recognition: High Performance Deep Learning Approach Applyied To Multiple Sign Languages
2022 · Abdellah El Zaar, Nabil Benaya, et al. · E3S Web of Conferences · 5
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Wind Speed Forecasting for Pitch Control in Wind Turbines: A Comprehensive Review
2026 · Sanae Arkhouch, Ikrame Arrassi, et al. · International Journal of Robotics and Control Systems · 4
Type 2 Fuzzy PID for Robot Manipulator
2022 · Nabil Benaya, Faiza Dib, et al. · Lecture notes on data engineering and communications technologies · 4
Sliding Mode Control Optimized by Teaching Learning-Based Optimization Algorithm for Variable Speed Wind Turbine System
2019 · Faiza Dib, Ismail Boumhidi, et al. · International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS) · 4
PCA SVM and Xgboost Algorithms for Covid-19 Recognition in Chest X-Ray Images
2022 · R. Assawab, Abdellah Elzaar, et al. · Lecture notes on data engineering and communications technologies · 3
Limits of fluidification for a stochastic Petri nets by timed continuous Petri nets
2018 · N. Benaya, N. El-Akchioui, et al. · International Conference on Intelligent Systems and Computer Vision (ISCV) · 3
Improving seasonal multi-horizon wind speed forecasting using a VMD–PSO–GRU hybrid framework
2026 · Sanae Arkhouch, Ikrame Arrassi, et al. · Energy · 2
Advancements in CNN Architectures for Offline Handwritten Arabic Character Recognition
2025 · Aissam El Ibrahimi, Abdellah Elzaar, et al. · E3S Web of Conferences · 2
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VMD-GRU Based Ultra-Short-Term Wind Speed Forecasting System
2026 · Sanae Arkhouch, Ikrame Arrassi, et al. · International Conference on AI Innovations and Industry (ICAIII) · 1
Ultra-Short-Term Wind Power Forecasting Using a Hybrid TCN–BiLSTM Model
2026 · Ikrame Arrassi, Sanae Arkhouch, et al. · International Conference on AI Innovations and Industry (ICAIII) · 1
Candlestick Patterns Recognition in Bitcoin Price Action Graph Chart Using Deep Learning
2024 · Abdellah El Zaar, Nabil Benaya, et al. · CRC Press eBooks · 1
MFTs-Net: A Deep Learning Approach for High Similarity Date Fruit Recognition
2023 · Abdellah El Zaar, Rachida Assawab, et al. · Journal of Advances in Information Technology · 1
Amazigh Handwriting Recognition System—Multiple DCNN Strategies Applied to New Wide and Challenging Database
2022 · Abdellah Elzaar, Rachida Assawab, et al. · Lecture notes on data engineering and communications technologies · 1
Mapping Emerging Trends in Artificial Intelligence for Quality Control and Management: A Large‐Scale Computational Literature Review Using Semantic Natural Language Processing
2026 · Oumayma Afassi, Nabil Benaya, et al. · Quality and Reliability Engineering International
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Multi-Step Ultra-Short-Term Wind Speed Forecasting using Variational Mode Decomposition and a Bayesian-Optimized GRU Model
2026 · Sanae Arkhouch, Ikrame Arrassi, et al. · Process Integration and Optimization for Sustainability
Design and implementation of NMPC for a two-DOF robotic arm using CasADi
2026 · Lahcen Boulbalah, Faiza Dib, et al. · IAES International Journal of Robotics and Automation (IJRA)
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A two stage framework integrating base deep models with multiscale residual attention fusion for complex temporal dynamics
2026 · Abdellah El Zaar, Toufik Bakir, et al. · Discover Artificial Intelligence
Enhanced Stability of DFIG-Based Wind Systems using a Hybrid Sliding-Backstepping Control
2026 · Abdallaoui Hasnaa, Dib Faiza, et al. · International Conference on AI Innovations and Industry (ICAIII)
A Contribution to Time Series Analysis and Forecasting Using Deep Learning Approaches
2024 · Abdellah El Zaar, Amine Mansouri, et al. · International Conference on Control, Automation and Diagnosis (ICCAD)
Works count: 28
Citation count: 105
H-index: 5
I10-index: 3
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