Samir Brahim Belhaouari - researchr alias

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Viewing Publication 1 - 90 from 90

2025

HyperGCN: Interpreting Hyperscanning EEG Signals for Common Multi-Task Classification Using Graph Convolutional NetworksAbdullah, Ibrahima Faye, Samir Brahim Belhaouari, Anudeep Vurity, Tazeem Ahmad. spl, 32:2669-2673, 2025. [doi]

t-SNE-PSO: Optimizing t-SNE using particle swarm optimizationMebarka Allaoui, Samir Brahim Belhaouari, Rachid Hedjam, Khadra Bouanane, Mohammed Lamine Kherfi. eswa, 269:126398, 2025. [doi]

Zooming Into Precision: The Zoom TFD for High-Resolution Analysis of Non-Stationary SignalsNisreen Said Amer, Samir Brahim Belhaouari. access, 13:93491-93504, 2025. [doi]

KNNOR-Reg: A python package for oversampling in imbalanced regressionSamir Brahim Belhaouari, Ashhadul Islam, Khelil Kassoul, Ala I. Al-Fuqaha, Abdesselam Bouzerdoum. simpa, 23:100740, 2025. [doi]

Dual dynamic kernel filtering: Accurate time-frequency representation, reconstruction, and denoisingSkander Bensegueni, Samir Brahim Belhaouari, Yunis Carreon Kahalan. dsp, 166:105407, 2025. [doi]

Intelligent mask image reconstruction for cardiac image segmentation through local-global fusionAssia Boukhamla, Nabiha Azizi, Samir Brahim Belhaouari. apin, 55(4):257, February 2025. [doi]

Exploring advanced deep learning approaches in cardiac image analysis: A comprehensive reviewAssia Boukhamla, Nabiha Azizi, Samir Brahim Belhaouari, Nilanjan Dey. cbm, 196:110708, 2025. [doi]

Multi-Agent Meta Reinforcement Learning for Reliable and Low-Latency Distributed Inference in Resource-Constrained UAV SwarmsMarwan Dhuheir, Aiman Erbad, Bechir Hamdaoui, Samir Brahim Belhaouari, Mohsen Guizani, Thang X. Vu. access, 13:103045-103059, 2025. [doi]

Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning ModelsSaad Hameed, Basheer Qolomany, Samir Brahim Belhaouari, Mohamed M. Abdallah 0001, Junaid Qadir 0001, Ala I. Al-Fuqaha. ojcomps, 6:574-585, 2025. [doi]

Towards Robust SEA Detection: Leveraging Model Diversity and Randomization Against Adversarial AttacksInsaf Kraidia, Samir Brahim Belhaouari. icitjo 2025: 84-90 [doi]

A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale DatasetsInsaf Kraidia, Afifa Ghenai, Samir Brahim Belhaouari. access, 13:21005-21028, 2025. [doi]

2024

G-EEGCS: Graph-based optimum electroencephalogram channel selectionAbdullah, Ibrahima Faye, Mohd Zuki Yusoff, Samir Brahim Belhaouari. bspc, 98:106763, 2024. [doi]

EEG-Based Patient Independent Epileptic Seizure Detection Using GCN-BRFRaghad Alqirshi, Samir Brahim Belhaouari. delta2 2024: 351-366 [doi]

A Novel Light Reflection-Random Walk for Smart Sensors RelocationNadia Belguerche, Samir Brahim Belhaouari, Noureddine Lasla, Mahfoud Benchaïba. jnsm, 32(1):7, March 2024. [doi]

Oversampling techniques for imbalanced data in regressionSamir Brahim Belhaouari, Ashhadul Islam, Khelil Kassoul, Ala I. Al-Fuqaha, Abdesselam Bouzerdoum. eswa, 252:124118, 2024. [doi]

FairColor: An efficient algorithm for the Balanced and Fair Reviewer Assignment ProblemKhadra Bouanane, Abdeldjaouad Nusayr Medakene, Abdellah Benbelghit, Samir Brahim Belhaouari. ipm, 61(6):103865, 2024. [doi]

Elevating recommender systems: Cutting-edge transfer learning and embedding solutionsAamir Fareed, Saima Hassan, Samir Brahim Belhaouari, Zahid Halim. asc, 166:112140, 2024. [doi]

Introducing Radex: Adaptive Parameterized Feature Extraction from Medical ImagesAshhadul Islam, Farida Mohsen, Zubair Shah, Samir Brahim Belhaouari. cgi 2025: 278-294 [doi]

Introducing Novel Radon Based Transform for Disease Detection From Chest X-Ray ImagesAshhadul Islam, Farida Mohsen, Zubair Shah, Samir Brahim Belhaouari. pais 2024: 1-5 [doi]

A Nonparametric Split and Kernel-Merge Clustering AlgorithmKhurram Khan, Atiq ur Rehman 0002, Adnan Khan, Syed Rameez Naqvi, Samir Brahim Belhaouari, Amine Bermak. tai, 5(9):4443-4457, September 2024. [doi]

Implementing federated learning over VPN-based wireless backhaul networks for healthcare systemsAtif Mahmood, Zati Hakim Azizul, Mohammed Zakariah, Samir Brahim Belhaouari, Ayman Altameem, Roziana Ramli, Abdulaziz S. Almazyad, Miss Laiha Mat Kiah, Saaidal Razalli Azzuhri. peerj-cs, 10, 2024. [doi]

Advanced Medical Image Reconstruction Using the Dual Encoder Split Path Autoencoder (DESPAE) ArchitectureKhatereh Mohammadi, Oussama Hadoune, Samir Brahim Belhaouari. dmip 2024: 78-83 [doi]

Zooming Into Clarity: Image Denoising Through Innovative Autoencoder ArchitecturesKhatereh Mohammadi, Ashhadul Islam, Samir Brahim Belhaouari. access, 12:98816-98834, 2024. [doi]

Multimodal Deep Learning for Diabetic Retinopathy Grading: Integrating Linear-Radon Sinograms and Retinal Fundus ImagesFarida Mohsen, Uzair Shah, Ashhadul Islam, Zubair Shah, Samir Brahim Belhaouari. mmsp 2024: 1-5 [doi]

RWP-NSGA II: Reinforcement Weighted Probabilistic NSGA II for Workload Allocation in Fog and Internet of Things EnvironmentHafsa Raissouli, Samir Brahim Belhaouari, Ahmad Alauddin Bin Ariffin. ijdsn, 2024, January 2024. [doi]

An efficient computer-aided diagnosis model for classifying melanoma cancer using fuzzy-ID3-pvalue decision tree algorithmHamidreza Rokhsati, Khosro Rezaee, Aaqif Afzaal Abbasi, Samir Brahim Belhaouari, Jana Shafi, Yang Liu 0039, Mehdi Gheisari, Ali Akbar Movassagh, Saeed Kosari. mta, 83(31):76731-76751, September 2024. [doi]

Reinforced steering Evolutionary Markov Chain for high-dimensional feature selectionAtiq ur Rehman 0002, Samir Brahim Belhaouari, Amine Bermak. swevo, 91:101701, 2024. [doi]

2023

A Novel Two-Fold Loss Function for Data Clustering and Reconstruction: Application to Document AnalysisMebarka Allaoui, Mohammed Lamine Kherfi, Oussama Aiadi, Samir Brahim Belhaouari. access, 11:96923-96938, 2023. [doi]

Progressive Fourier Transform (PFT): Enhancing Time-Frequency Representation of EEG signals for Stress and Seizure DetectionNisreen Said Amer, Samir Brahim Belhaouari, Halima Bensmail. bibm 2023: 2441-2448 [doi]

EEG Signal Processing for Medical Diagnosis, Healthcare, and Monitoring: A Comprehensive ReviewNisreen Said Amer, Samir Brahim Belhaouari. access, 11:143116-143142, 2023. [doi]

Using convolutional neural networks to detect learner's personality based on the Five Factor ModelN. El Bahri, Zakaria Itahriouan, Anouar Abtoy, Samir Brahim Belhaouari. caeai, 5:100163, 2023. [doi]

Can ChatGPT be Your Personal Medical Assistant?Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, Wajdi Zaghouani, Samir Brahim Belhaouari. snams 2023: 1-5 [doi]

Buffer-based adaptive fuzzy classifierSajal Debnath, Md. Manjur Ahmed, Samir Brahim Belhaouari, Toshiyuki Amagasa, Mostafijur Rahman. apin, 53(11):14448-14469, June 2023. [doi]

Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal ModelsAshhadul Islam, Md. Rafiul Biswas, Wajdi Zaghouani, Samir Brahim Belhaouari, Zubair Shah. snams 2023: 1-5 [doi]

Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling ApproachAshhadul Islam, Samir Brahim Belhaouari. access, 11:28416-28426, 2023. [doi]

Phishing Detection System Through Hybrid Machine Learning Based on URLAbdul Karim, Mobeen Shahroz, Khabib Mustofa, Samir Brahim Belhaouari, S. Ramana Kumar Joga. access, 11:36805-36822, 2023. [doi]

Forecasting Nordic electricity spot price using deep learning networksFarshid Mehrdoust, Idin Noorani, Samir Brahim Belhaouari. nca, 35(26):19169-19185, September 2023. [doi]

A Novel Feature Extraction Technique for ECG Arrhythmia Classification Using MLMohammad Mominur Rahman, Ashhadul Islam, Skander Charni, Halima Bensmail, Thomas Hilbel, Samir Brahim Belhaouari. dasc 2023: 615-621 [doi]

Workload Allocation in Fog Environment Using Multi-Objective Evolutionary Algorithms for Internet of ThingsHafsa Raissouli, Ahmad Alauddin Bin Ariffin, Samir Brahim Belhaouari. commnet 2023: 1-8 [doi]

MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GANMaria Siddiqua, Samir Brahim Belhaouari, Naeem Akhter, Aneela Zameer, Javaid Khurshid. access, 11:70482-70502, 2023. [doi]

Detecting COVID-19 From Lung Computed Tomography Images: A Swarm Optimized Artificial Neural Network ApproachPunitha Stephan, Thompson Stephan, Ramani Kannan, Mufti Mahmud, M. Shamim Kaiser, Samir Brahim Belhaouari. access, 11:12378-12393, 2023. [doi]

InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing imagesBurak Tasci, Madhav R. Acharya, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Samir Brahim Belhaouari. aeog, 123:103483, September 2023. [doi]

2022

A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy ImagesSonam Aggarwal, Sheifali Gupta, Ramani Kannan, Rakesh Ahuja, Deepali Gupta, Sapna Juneja, Samir Brahim Belhaouari. access, 10:83591-83611, 2022. [doi]

Multistage Forward Path Regenerative Genetic Algorithm for Brain Magnetic Resonant Imaging RegistrationMuniba Ashfaq, Nasru Minallah, Atiq ur Rehman 0002, Samir Brahim Belhaouari. bigdata, 10(1):65-80, 2022. [doi]

An evolutionary trajectory planning algorithm for multi-UAV-assisted MEC systemMuhammad Asim, Wali Khan Mashwani, Habib Shah, Samir Brahim Belhaouari. soco, 26(16):7479-7492, 2022. [doi]

Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selectionSukru Demir, Sefa Key, Mehmet Baygin, Türker Tuncer, Sengül Dogan, Samir Brahim Belhaouari, Ahmet Kursad Poyraz, Murat Gurger. bspc, 71(Part):103191, 2022. [doi]

Smart Pruning of Deep Neural Networks Using Curve Fitting and Evolution of WeightsAshhadul Islam, Samir Brahim Belhaouari. mod 2023: 62-76 [doi]

Analysing keystroke dynamics using wavelet transformsAshhadul Islam, Samir Brahim Belhaouari. iccst 2022: 1-5 [doi]

K Nearest Neighbor OveRsampling approach: An open source python package for data augmentationAshhadul Islam, Samir Brahim Belhaouari, Atiq ur Rehman 0002, Halima Bensmail. simpa, 12:100272, 2022. [doi]

KNNOR: An oversampling technique for imbalanced datasetsAshhadul Islam, Samir Brahim Belhaouari, Atiq ur Rehman 0002, Halima Bensmail. asc, 115:108288, 2022. [doi]

Exponential Particle Swarm Optimization for Global OptimizationKhelil Kassoul, Nicolas Zufferey, Naoufel Cheikhrouhou, Samir Brahim Belhaouari. access, 10:78320-78344, 2022. [doi]

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)Giuseppe Stragapede, Rubén Vera-Rodríguez, Rubén Tolosana, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Sanka Rasnayaka, Sachith Seneviratne, Vipula Dissanayake, Jonathan Liebers, Ashhadul Islam, Samir Brahim Belhaouari, Sumaiya Ahmad, Suraiya Jabin. icb 2022: 1-7 [doi]

Distance Boxplot for Unsupervised Outlier DetectionAtiq ur Rehman 0002, Samir Brahim Belhaouari. icsca 2022: 74-77 [doi]

Divide well to merge better: A novel clustering algorithmAtiq ur Rehman, Samir Brahim Belhaouari. PR, 122:108305, 2022. [doi]

Evolving anomaly detection for network streaming dataXiaolan Wang, Md. Manjur Ahmed, Mohd Nizam Husen, Zhao Qian, Samir Brahim Belhaouari. isci, 608:757-777, 2022. [doi]

COVID-19 Tweets Classification during Lockdown Period Using Machine Learning ClassifiersSyed Ali Jafar Zaidi, Indranath Chatterjee, Samir Brahim Belhaouari. acisc, 2022, 2022. [doi]

An Exemplar Pyramid Feature Extraction Based Alzheimer Disease Classification MethodHeba Soliman Zaina, Samir Brahim Belhaouari, Tanya Stanko, Vladimir Gorovoy. access, 10:66511-66521, 2022. [doi]

Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking ClassifierNawel Zemmal, Nacer Eddine Benzebouchi, Nabiha Azizi, Didier Schwab, Samir Brahim Belhaouari. ijiit, 18(1):1-29, January 2022. [doi]

2021

Risk Factors and Comorbidities Associated to Cardiovascular Disease in Qatar: A Machine Learning Based Case-Control StudyHamada R. H. Al-Absi, Mahmoud Ahmed Refaee, Atiq ur Rehman, Mohammad Tariqul Islam, Samir Brahim Belhaouari, Tanvir Alam. access, 9:29929-29941, 2021. [doi]

Learning Human Activity From Visual Data Using Deep LearningTaha Alhersh, Heiner Stuckenschmidt, Atiq ur Rehman, Samir Brahim Belhaouari. access, 9:106245-106253, 2021. [doi]

Statistical features analysis and discrimination of maize seeds utilizing machine vision approachAqib Ali, Wali Khan Mashwani, Muhammad H. Tahir, Samir Brahim Belhaouari, Hussam Alrabaiah, Samreen Naeem, Jamal Abdul Nasir, Farrukh Jamal, Christophe Chesneau. jifs, 40(1):703-714, 2021. [doi]

Hydrogen Sulfide (H₂S) Sensor: A Concept of Physical Versus Virtual SensingAhmed Alsarraj, Atiq ur Rehman, Samir Brahim Belhaouari, Khaled M. Saoud, Amine Bermak. tim, 70:1-13, 2021. [doi]

A Novel Genetic Trajectory Planning Algorithm With Variable Population Size for Multi-UAV-Assisted Mobile Edge Computing SystemMuhammad Asim, Wali Khan Mashwani, Samir Brahim Belhaouari, Saima Hassan. access, 9:125569-125579, 2021. [doi]

An Efficient Prediction System for Diabetes Disease Based on Deep Neural NetworkTawfik Beghriche, Mohamed Djerioui, Youcef Brik, Bilal Attallah, Samir Brahim Belhaouari. complexity, 2021, 2021. [doi]

MADL: A Multilevel Architecture of Deep LearningSamir Brahim Belhaouari, Hafsa Raissouli. ijcisys, 14(1):693-700, 2021. [doi]

Enhanced context-aware recommendation using topic modeling and particle swarm optimizationIbtissem Gasmi, Mohamed Walid Azizi, Hassina Seridi-Bouchelaghem, Nabiha Azizi, Samir Brahim Belhaouari. jifs, 40(6):12227-12242, 2021. [doi]

Data Mining Techniques for Prediction of Type 2 Diabetes leading to Cardiovascular DiseaseMd. Shafiqul Islam, Samir Brahim Belhaouari, Muhammad Abdul-Ghani, Marwa Qaraqe. wf-iot 2021: 321-325 [doi]

Dynamic Cognitive-Social Particle Swarm OptimizationKhelil Kassoul, Samir Brahim Belhaouari, Naoufel Cheikhrouhou. icara 2021: 200-205 [doi]

Ameliorated Ensemble Strategy-Based Evolutionary Algorithm with Dynamic Resources AllocationsWali Khan Mashwani, Syed Nouman Ali Shah, Samir Brahim Belhaouari, Abdelouahed Hamdi. ijcisys, 14(1):412-437, 2021. [doi]

A Multiswarm Intelligence Algorithm for Expensive Bound Constrained Optimization ProblemsWali Khan Mashwani, Ruqayya Haider, Samir Brahim Belhaouari. complexity, 2021, 2021. [doi]

Jumping Particle Swarm OptimizationAtiq ur Rehman, Ashhadul Islam, Nabiha Azizi, Samir Brahim Belhaouari. icict 2022: 743-753 [doi]

Unsupervised outlier detection in multidimensional dataAtiq ur Rehman, Samir Brahim Belhaouari. jbd, 8(1):80, 2021. [doi]

Future Prediction of COVID-19 Vaccine Trends Using a Voting ClassifierSyed Ali Jafar Zaidi, Saad Tariq, Samir Brahim Belhaouari. data, 6(11):112, 2021. [doi]

2020

Near-Optimal Decoding of Incremental Delta-Sigma ADC OutputBo Wang 0012, Man Kay Law, Samir Brahim Belhaouari, Amine Bermak. tcas, 67-I(11):3670-3680, 2020. [doi]

Metrics Performance Analysis of Optical FlowTaha Alhersh, Samir Brahim Belhaouari, Heiner Stuckenschmidt. visapp 2020: 749-758 [doi]

Contact Tracing Apps for COVID-19: Access Permission and User AdoptionAmal Awadalla Ali, Asma Hamid ElFadl, Maha Fawzy Abujazar, Sarah Aziz, Alaa A. Abd-alrazaq, Zubair Shah, Samir Brahim Belhaouari, Mowafa Said Househ, Tanvir Alam. besc 2020: 1-7 [doi]

Improved Multi-label Medical Text Classification Using Features CooperationRim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari. irict 2021: 61-71 [doi]

"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document EmbeddingSonia Guehria, Habiba Belleili, Nabiha Azizi, Samir Brahim Belhaouari. isda 2021: 478-487 [doi]

Advanced Techniques for Predicting the Future Progression of Type 2 DiabetesMd. Shafiqul Islam, Marwa Qaraqe, Samir Brahim Belhaouari, Muhammad Abdul-Ghani. access, 8:120537-120547, 2020. [doi]

Integration of Google Play Content and Frost Prediction Using CNN: Scalable IoT Framework for Big DataRana M. Amir Latif, Samir Brahim Belhaouari, Saqib Saeed, Laiqa Binte Imran, Mazhar Sadiq, Muhammad Farhan. access, 8:6890-6900, 2020. [doi]

A Chopper Instrumentation Amplifier with Amplifier Slicing Technique for Offset ReductionTsz Ngai Lin, Bo Wang, Samir Brahim Belhaouari, Amine Bermak. iscas 2020: 1-5 [doi]

A comparative analysis of resource allocation schemes for real-time services in high-performance computing systemsMuhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Muhammad Fayaz, Wali Khan Mashwani, Samir Brahim Belhaouari, Saima Hassan, Asadullah Shah. ijdsn, 16(8), 2020. [doi]

OutPyR: Bayesian inference for RNA-Seq outlier detectionEdin Salkovic, Mostafa M. Abbas, Samir Brahim Belhaouari, Khaoula Errafii, Halima Bensmail. jocs, 47:101245, 2020. [doi]

Novel Multi Center and Threshold Ternary Pattern Based Method for Disease Detection Method Using VoiceTürker Tuncer, Sengül Dogan, Fatih Özyurt, Samir Brahim Belhaouari, Halima Bensmail. access, 8:84532-84540, 2020. [doi]

Investigating Potential Risk Factors for Cardiovascular Diseases in Adult Qatari PopulationAtiq ur Rehman, Tanvir Alam, Samir Brahim Belhaouari. iciot3 2020: 267-270 [doi]

Multi-Cluster Jumping Particle Swarm Optimization for Fast ConvergenceAtiq ur Rehman, Ashhadul Islam, Samir Brahim Belhaouari. access, 8:189382-189394, 2020. [doi]

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