Samir Brahim Belhaouari

Orcid: 0000-0003-2336-0490

According to our database1, Samir Brahim Belhaouari authored at least 97 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Nonparametric Split and Kernel-Merge Clustering Algorithm.
IEEE Trans. Artif. Intell., September, 2024

An efficient computer-aided diagnosis model for classifying melanoma cancer using fuzzy-ID3-pvalue decision tree algorithm.
Multim. Tools Appl., September, 2024

A Novel Light Reflection-Random Walk for Smart Sensors Relocation.
J. Netw. Syst. Manag., March, 2024

Reinforced steering Evolutionary Markov Chain for high-dimensional feature selection.
Swarm Evol. Comput., 2024

FairColor: An efficient algorithm for the Balanced and Fair Reviewer Assignment Problem.
Inf. Process. Manag., 2024

Oversampling techniques for imbalanced data in regression.
Expert Syst. Appl., 2024

G-EEGCS: Graph-based optimum electroencephalogram channel selection.
Biomed. Signal Process. Control., 2024

Elevating recommender systems: Cutting-edge transfer learning and embedding solutions.
Appl. Soft Comput., 2024

Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures.
IEEE Access, 2024

Introducing Novel Radon Based Transform for Disease Detection From Chest X-Ray Images.
Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Multimodal Deep Learning for Diabetic Retinopathy Grading: Integrating Linear-Radon Sinograms and Retinal Fundus Images.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

2023
Forecasting Nordic electricity spot price using deep learning networks.
Neural Comput. Appl., September, 2023

InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, September, 2023

Buffer-based adaptive fuzzy classifier.
Appl. Intell., June, 2023

Using convolutional neural networks to detect learner's personality based on the Five Factor Model.
Comput. Educ. Artif. Intell., 2023

Detecting COVID-19 From Lung Computed Tomography Images: A Swarm Optimized Artificial Neural Network Approach.
IEEE Access, 2023

MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN.
IEEE Access, 2023

Phishing Detection System Through Hybrid Machine Learning Based on URL.
IEEE Access, 2023

Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling Approach.
IEEE Access, 2023

EEG Signal Processing for Medical Diagnosis, Healthcare, and Monitoring: A Comprehensive Review.
IEEE Access, 2023

A Novel Two-Fold Loss Function for Data Clustering and Reconstruction: Application to Document Analysis.
IEEE Access, 2023

Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models.
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023

Can ChatGPT be Your Personal Medical Assistant?
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023

A Novel Feature Extraction Technique for ECG Arrhythmia Classification Using ML.
Proceedings of the IEEE Intl Conf on Dependable, 2023

Workload Allocation in Fog Environment Using Multi-Objective Evolutionary Algorithms for Internet of Things.
Proceedings of the 6th International Conference on Advanced Communication Technologies and Networking, 2023

Progressive Fourier Transform (PFT): Enhancing Time-Frequency Representation of EEG signals for Stress and Seizure Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

SaVE: Self-aware Vehicular Edge Computing with Efficient Resource Allocation.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022
Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier.
Int. J. Intell. Inf. Technol., January, 2022

An evolutionary trajectory planning algorithm for multi-UAV-assisted MEC system.
Soft Comput., 2022

K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation.
Softw. Impacts, 2022

Divide well to merge better: A novel clustering algorithm.
Pattern Recognit., 2022

Evolving anomaly detection for network streaming data.
Inf. Sci., 2022

Supervised Class-pairwise NMF for Data Representation and Classification.
CoRR, 2022

Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selection.
Biomed. Signal Process. Control., 2022

Multistage Forward Path Regenerative Genetic Algorithm for Brain Magnetic Resonant Imaging Registration.
Big Data, 2022

KNNOR: An oversampling technique for imbalanced datasets.
Appl. Soft Comput., 2022

COVID-19 Tweets Classification during Lockdown Period Using Machine Learning Classifiers.
Appl. Comput. Intell. Soft Comput., 2022

An Exemplar Pyramid Feature Extraction Based Alzheimer Disease Classification Method.
IEEE Access, 2022

Exponential Particle Swarm Optimization for Global Optimization.
IEEE Access, 2022

A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images.
IEEE Access, 2022

Smart Pruning of Deep Neural Networks Using Curve Fitting and Evolution of Weights.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Distance Boxplot for Unsupervised Outlier Detection.
Proceedings of the ICSCA 2022: 11th International Conference on Software and Computer Applications, Melaka, Malaysia, February 24, 2022

Analysing keystroke dynamics using wavelet transforms.
Proceedings of the IEEE International Carnahan Conference on Security Technology, 2022

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C).
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

2021
Arabic News Headlines.
Dataset, May, 2021

Hydrogen Sulfide (H₂S) Sensor: A Concept of Physical Versus Virtual Sensing.
IEEE Trans. Instrum. Meas., 2021

Enhanced context-aware recommendation using topic modeling and particle swarm optimization.
J. Intell. Fuzzy Syst., 2021

Statistical features analysis and discrimination of maize seeds utilizing machine vision approach.
J. Intell. Fuzzy Syst., 2021

Unsupervised outlier detection in multidimensional data.
J. Big Data, 2021

Ameliorated Ensemble Strategy-Based Evolutionary Algorithm with Dynamic Resources Allocations.
Int. J. Comput. Intell. Syst., 2021

MADL: A Multilevel Architecture of Deep Learning.
Int. J. Comput. Intell. Syst., 2021

Future Prediction of COVID-19 Vaccine Trends Using a Voting Classifier.
Data, 2021

A Multiswarm Intelligence Algorithm for Expensive Bound Constrained Optimization Problems.
Complex., 2021

An Efficient Prediction System for Diabetes Disease Based on Deep Neural Network.
Complex., 2021

A Novel Genetic Trajectory Planning Algorithm With Variable Population Size for Multi-UAV-Assisted Mobile Edge Computing System.
IEEE Access, 2021

Learning Human Activity From Visual Data Using Deep Learning.
IEEE Access, 2021

Risk Factors and Comorbidities Associated to Cardiovascular Disease in Qatar: A Machine Learning Based Case-Control Study.
IEEE Access, 2021

Data Mining Techniques for Prediction of Type 2 Diabetes leading to Cardiovascular Disease.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Jumping Particle Swarm Optimization.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Dynamic Cognitive-Social Particle Swarm Optimization.
Proceedings of the 7th International Conference on Automation, Robotics and Applications, 2021

2020
Near-Optimal Decoding of Incremental Delta-Sigma ADC Output.
IEEE Trans. Circuits Syst., 2020

OutPyR: Bayesian inference for RNA-Seq outlier detection.
J. Comput. Sci., 2020

A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems.
Int. J. Distributed Sens. Networks, 2020

Integrated Self-Organized Traffic Light Controllers for Signalized Intersections.
CoRR, 2020

Methodology for Analyzing the Traditional Algorithms Performance of User Reviews Using Machine Learning Techniques.
Algorithms, 2020

Novel Multi Center and Threshold Ternary Pattern Based Method for Disease Detection Method Using Voice.
IEEE Access, 2020

Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence.
IEEE Access, 2020

Integration of Google Play Content and Frost Prediction Using CNN: Scalable IoT Framework for Big Data.
IEEE Access, 2020

Advanced Techniques for Predicting the Future Progression of Type 2 Diabetes.
IEEE Access, 2020

Metrics Performance Analysis of Optical Flow.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Early Prediction of Hemoglobin Alc: A novel Framework for better Diabetes Management.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding.
Proceedings of the Intelligent Systems Design and Applications, 2020

A Chopper Instrumentation Amplifier with Amplifier Slicing Technique for Offset Reduction.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Improved Multi-label Medical Text Classification Using Features Cooperation.
Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Investigating Potential Risk Factors for Cardiovascular Diseases in Adult Qatari Population.
Proceedings of the IEEE International Conference on Informatics, 2020

Breast Mass Tumor Classification using Deep Learning.
Proceedings of the IEEE International Conference on Informatics, 2020

Identification of Potential Risk Factors of Diabetes for the Qatari Population.
Proceedings of the IEEE International Conference on Informatics, 2020

Classification of Sleep Arousal using Compact CNN.
Proceedings of the IEEE International Conference on Informatics, 2020

Contact Tracing Apps for COVID-19: Access Permission and User Adoption.
Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

2019
A Novel Technique to Diagnose Sleep Apnea in Suspected Patients Using Their ECG Data.
IEEE Access, 2019

DeepCNPP: Deep Learning Architecture to Distinguish the Promoter of Human Long Non-Coding RNA Genes and Protein-Coding Genes.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Action Recognition Using Local Visual Descriptors and Inertial Data.
Proceedings of the Ambient Intelligence - 15th European Conference, 2019

2017
Per-antenna signal to leakage noise ratio precoding for MU-MIMO-OFDM system with reduced feedback.
Int. J. Inf. Commun. Technol., 2017

Computational Technique for an Efficient Classification of Protein Sequences With Distance-Based Sequence Encoding Algorithm.
Comput. Intell., 2017

2016
Systematic Analysis of Applied Data Mining Based Optimization Algorithms in Clinical Attribute Extraction and Classification for Diagnosis of Cardiac Patients.
Proceedings of the Applications of Intelligent Optimization in Biology and Medicine, 2016

Species Identification Using Part of DNA Sequence: Evidence from Machine Learning Algorithms.
EAI Endorsed Trans. Future Intell. Educ. Environ., 2016

Classification of GPCRs proteins using a statistical encoding method.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
High accuracy traffic light controller for increasing the given green time utilization.
Comput. Electr. Eng., 2015

2014
A Computer Aided Diagnosis System for Lung Cancer based on Statistical and Machine Learning Techniques.
J. Comput., 2014

2013
On the combination of wavelet and curvelet for feature extraction to classify lung cancer on chest radiographs.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Data Mining of Protein Sequences with Amino Acid Position-Based Feature Encoding Technique.
Proceedings of the First International Conference on Advanced Data and Information Engineering, 2013

An efficient Wireless Sensor Network-based water quality monitoring system.
Proceedings of the ACS International Conference on Computer Systems and Applications, 2013

2012
A statistical based feature extraction method for breast cancer diagnosis in digital mammogram using multiresolution representation.
Comput. Biol. Medicine, 2012

Load Forecasting Accuracy through Combination of Trimmed Forecasts.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2010
Breast cancer diagnosis in digital mammogram using multiscale curvelet transform.
Comput. Medical Imaging Graph., 2010

A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram.
Comput. Biol. Medicine, 2010

A comparative analysis of integration schemes for UMTS and WLAN networks.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010


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