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S. Belhaouari · SciRah

Researcher profile · Semantic Scholar

S. Belhaouari

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S. Belhaouari — researcher profile on SciRah

h-index: 25
Works: 163
Citations: 2,255

Most-cited papers

Phishing Detection System Through Hybrid Machine Learning Based on URL
Abdul Karim, Mobeen Shahroz, Khabib Mustofa, S. Belhaouari +1 more
2023IEEE Access233 citations Open access
Semantic Scholar
EEG Signal Processing for Medical Diagnosis, Healthcare, and Monitoring: A Comprehensive Review
Nisreen Said Amer, S. Belhaouari
2023IEEE Access59 citations Open access
Semantic Scholar
Mini review about metal organic framework (MOF)-based wearable sensors: Challenges and prospects
Hicham Meskher, S. Belhaouari, F. Sharifianjazi
2023Heliyon54 citations Open access
Semantic Scholar
Advanced Technology in Agriculture Industry by Implementing Image Annotation Technique and Deep Learning Approach: A Review
N. Mamat, Mohd Fauzi Othman, Rawad Abdoulghafor, S. Belhaouari +2 more
2022Agriculture53 citations Open access
Semantic Scholar
Deep learning based multimodal urban air quality prediction and traffic analytics
Saad Hameed, Ashadul Islam, Kashif Ahmad, S. Belhaouari +2 more
2023Scientific Reports50 citations Open access
Semantic Scholar
Oversampling techniques for imbalanced data in regression
S. Belhaouari, Ashhadul Islam, Khelil Kassoul, Ala I. Al-Fuqaha +1 more
2024Expert systems with applications47 citations Open access
Semantic Scholar
t-SNE-PSO: Optimizing t-SNE using particle swarm optimization
M. Allaoui, S. Belhaouari, Rachid Hedjam, Khadra Bouanane +1 more
2025Expert systems with applications45 citations
Semantic Scholar
A collaborative filtering recommendation framework utilizing social networks
Aamir Fareed, Saima Hassan, S. Belhaouari, Zahid Halim
2023Machine Learning with Applications43 citations Open access
Semantic Scholar
Efficient self-attention with smart pruning for sustainable large language models
S. Belhaouari, Insaf Kraidia
2025Scientific Reports42 citations Open access
Semantic Scholar
On the Use of Deep Learning for Video Classification
Atique Ur Rehman, S. Belhaouari, Md Alamgir Kabir, Adnan Khan
2023Applied Sciences38 citations Open access
Semantic Scholar
Divide well to merge better: A novel clustering algorithm
A. Rehman, S. Belhaouari
2022Pattern Recognition38 citations Open access
Semantic Scholar
InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing images
Burak Taşcı, Madhav R. Acharya, M. Baygin, M. Kutlu Sengul +2 more
2023International Journal of Applied Earth Observation and Geoinformation32 citations Open access
Semantic Scholar
Exponential Particle Swarm Optimization for Global Optimization
Khelil Kassoul, N. Zufferey, N. Cheikhrouhou, S. Belhaouari
2022IEEE Access31 citations Open access
Semantic Scholar
Defense against adversarial attacks: robust and efficient compressed optimized neural networks
Insaf Kraidia, Afifa Ghenai, S. Belhaouari
2024Scientific Reports28 citations Open access
Semantic Scholar
The interplay between social media use and problematic internet usage: Four behavioral patterns
Khansa Chemnad, Maryam Aziz, S. Belhaouari, Raian Ali
2023Heliyon25 citations Open access
Semantic Scholar
Evolving anomaly detection for network streaming data
Xiaolan L. Wang, Md. Manjur Ahmed, M. N. Husen, Zhao Qian +1 more
2022Information Sciences24 citations
Semantic Scholar
Exploring new horizons in neuroscience disease detection through innovative visual signal analysis
Nisreen Said Amer, S. Belhaouari
2024Scientific Reports23 citations Open access
Semantic Scholar
Detecting COVID-19 From Lung Computed Tomography Images: A Swarm Optimized Artificial Neural Network Approach
S. Punitha, Thompson Stephan, R. Kannan, M. Mahmud +2 more
2023IEEE Access19 citations Open access
Semantic Scholar
Assessing the impact of climate conditions on the distribution of mosquito species in Qatar
F. Tahir, D. Bansal, Atiq ur Rehman, S. Ajjur +7 more
2023Frontiers in Public Health18 citations Open access
Semantic Scholar
Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selection
S. Demir, S. Key, M. Baygin, T. Tuncer +4 more
2022Biomedical Signal Processing and Control18 citations Open access
Semantic Scholar
A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images
Sonam Aggarwal, Sheifali Gupta, R. Kannan, Rakesh Ahuja +3 more
2022IEEE Access17 citations Open access
Semantic Scholar
Graphical Insight: Revolutionizing Seizure Detection with EEG Representation
Muhammad Awais, S. Belhaouari, Khelil Kassoul
2024Biomedicines16 citations Open access
Semantic Scholar
From Collatz Conjecture to chaos and hash function
Masrat Rasool, S. Belhaouari
2023Chaos, Solitons & Fractals16 citations Open access
Semantic Scholar
Forecasting Nordic electricity spot price using deep learning networks
F. Mehrdoust, Idin Noorani, S. Belhaouari
2023Neural computing & applications (Print)15 citations
Semantic Scholar
MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN
Maria Siddiqua, S. Belhaouari, Naeem Akhter, Aneela Zameer +1 more
2023IEEE Access15 citations Open access
Semantic Scholar
Using convolutional neural networks to detect learner's personality based on the Five Factor Model
N. El Bahri, Z. Itahriouan, Anouar Abtoy, S. Belhaouari
2023Computers and Education: Artificial Intelligence14 citations Open access
Semantic Scholar
Portfolio Selection Problem Using CVaR Risk Measures Equipped with DEA, PSO, and ICA Algorithms
A. Hamdi, Arezou Karimi, F. Mehrdoust, S. Belhaouari
2022Mathematics14 citations Open access
Semantic Scholar
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models
Saad Hameed, Basheer Qolomany, S. Belhaouari, Mohamed M. Abdallah +2 more
2025IEEE Open Journal of the Computer Society13 citations Open access
Semantic Scholar
An efficient computer-aided diagnosis model for classifying melanoma cancer using fuzzy-ID3-pvalue decision tree algorithm
Hamidreza Rokhsati, Khosro Rezaee, A. Abbasi, S. Belhaouari +5 more
2024Multimedia tools and applications13 citations
Semantic Scholar
Deciphering the Impact of Diversity in CNN-Based Ensembles on Overcoming Data Imbalance and Scarcity in Medical Datasets: A Case Study on Diabetic Retinopathy
Inamullah Khan, Saima Hassan, S. Belhaouari, Ibrar Amin
2024Informatics in Medicine Unlocked12 citations Open access
Semantic Scholar
PFT: A Novel Time-Frequency Decomposition of BOLD fMRI Signals for Autism Spectrum Disorder Detection
S. Belhaouari, Abdelhamid Talbi, Saima Hassan, Dena Al-Thani +1 more
2023Sustainability12 citations Open access
Semantic Scholar
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)
Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales +10 more
20222022 IEEE International Joint Conference on Biometrics (IJCB)11 citations Open access
Semantic Scholar
A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale Datasets
Insaf Kraidia, Afifa Ghenai, S. Belhaouari
2025IEEE Access10 citations Open access
Semantic Scholar
DeepRaman: Implementing surface-enhanced Raman scattering together with cutting-edge machine learning for the differentiation and classification of bacterial endotoxins
S. Belhaouari, Abdelhamid Talbi, Mahmoud Elgamal, Khadija A. Elmagarmid +5 more
2025Heliyon10 citations
Semantic Scholar
Multi-Agent Meta Reinforcement Learning for Reliable and Low-Latency Distributed Inference in Resource-Constrained UAV Swarms
Marwan Dhuheir, A. Erbad, B. Hamdaoui, S. Belhaouari +2 more
2025IEEE Access9 citations Open access
Semantic Scholar
Towards Robust SEA Detection: Leveraging Model Diversity and Randomization Against Adversarial Attacks
Insaf Kraidia, S. Belhaouari
20252025 12th International Conference on Information Technology (ICIT)9 citations
Semantic Scholar
Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures
Khatereh Mohammadi, Ashhadul Islam, S. Belhaouari
2024IEEE Access9 citations Open access
Semantic Scholar
Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling Approach
Ashhadul Islam, S. Belhaouari
2023IEEE Access9 citations Open access
Semantic Scholar
Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models
Ashhadul Islam, Md. Rafiul Biswas, Wajdi Zaghouani, S. Belhaouari +1 more
2023International Conference on Social Networks Analysis, Management and Security9 citations Open access
Semantic Scholar
COVID-19 Tweets Classification during Lockdown Period Using Machine Learning Classifiers
S. A. J. Zaidi, Indranath Chatterjee, S. Belhaouari
2022Applied Computational Intelligence and Soft Computing9 citations Open access
Semantic Scholar
Sustainable E-Health: Energy-Efficient Tiny AI for Epileptic Seizure Detection via EEG
M. Hizem, M. O. Aoueileyine, S. Belhaouari, Abdelfettah El Omri +1 more
2025Biomedical Engineering and Computational Biology8 citations Open access
Semantic Scholar
Elevating recommender systems: Cutting-edge transfer learning and embedding solutions
Aamir Fareed, Saima Hassan, S. Belhaouari, Zahid Halim
2024Applied Soft Computing8 citations Open access
Semantic Scholar
Machine learning insights for sustainable hydroponic cultivation and growth monitoring of allium cepa using smart hydro kit
Monica Dutta, Deepali Gupta, Sapna Juneja, Saleh ALNadhari +1 more
2025Scientific Reports7 citations Open access
Semantic Scholar
Reinforced steering Evolutionary Markov Chain for high-dimensional feature selection
Atiq ur Rehman, S. Belhaouari, A. Bermak
2024Swarm and Evolutionary Computation7 citations Open access
Semantic Scholar
Can ChatGPT be Your Personal Medical Assistant?
Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, Wajdi Zaghouani +1 more
2023International Conference on Social Networks Analysis, Management and Security7 citations Open access
Semantic Scholar
FairColor: An efficient algorithm for the Balanced and Fair Reviewer Assignment Problem
Khadra Bouanane, Abdeldjaouad Nusayr Medakene, Abdellah Benbelghit, S. Belhaouari
2024Information Processing & Management6 citations
Semantic Scholar
K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation
Ashhadul Islam, S. Belhaouari, A. Rehman, H. Bensmail
2022Softw. Impacts6 citations Open access
Semantic Scholar
HyperGCN: Interpreting Hyperscanning EEG Signals for Common Multi-Task Classification Using Graph Convolutional Networks
Abdullah, Ibrahima Faye, S. Belhaouari, Anudeep Vurity +1 more
2025IEEE Signal Processing Letters5 citations
Semantic Scholar
ExPSO-DL: An Exponential Particle Swarm Optimization Package for Deep Learning Model Optimization
Insaf Kraidia, Khelil Kassoul, N. Cheikhrouhou, Saima Hassan +1 more
2025Journal of Open Research Software5 citations Open access
Semantic Scholar
Bio-Inspired Adaptive Neurons for Dynamic Weighting in Artificial Neural Networks
Ashhadul Islam, Abdesselam Bouzerdoum, S. Belhaouari
2024arXiv.org5 citations
Semantic Scholar

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Insaf Kraidia×5
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Ala I. Al-Fuqaha×3

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