Accueil › Annuaire des chercheurs › Amal Hjouji
Amal Hjouji
Affiliation : Sidi Mohamed Ben Abdellah University
- 53Publications (affiliation marocaine)
- 55Publications au total
- 237Citations
- 9Indice h
Profil de recherche
Amal Hjouji compte 53 publications référencées (2018–2026). Ses travaux paraissent principalement dans « Statistics Optimization & Information Computing », « Multimedia Tools and Applications » et « Lecture notes in networks and systems ». Son article le plus cité, « Automatic lip-reading classification using deep learning approaches and optimized quaternion meixner moments by GWO algorithm » (2024), a été cité 26 fois. 34 de ces publications datent des trois dernières années d’activité. Ses travaux sont cosignés avec au moins 12 chercheurs.
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Créer mon profil gratuit Ajouter mes publicationsDomaines de recherche
- Image Retrieval and Classification Techniques
- Advanced Data Compression Techniques
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
- Metaheuristic Optimization Algorithms Research
Publications (53)
- An efficient computational high-order Dual Hahn polynomials approach for reconstruction, compression, and recognition of large-size signals using machine learning
- New regression model for academic achievement and new classification method for school dropout based on Artificial Bee Colony Algorithm
- Intelligent recognition of biomedical image using optimized fractional quaternion Gaussian–Hermite moments by GWO algorithm and deep learning
- A deep transfer learning and optimized Krawtchouk moment-based system for fault classification in Solar Panels
- Generalized Laguerre Polynomial Optimization-Based Novel Machine Learning Regression Model for Energy Recovery from Waste
- A New Retrieval and Recognition System by Orthogonal Fourier Triangular Pulse Functions
- Enhanced Pre-Processing for Deep Learning in MRI Brain Segmentation using Orthogonal Hahn moments
- A deep learning and Krawtchouk polynomials-based approach for fault classification in photovoltaic panels
- Classification of skin lesions in dermoscopic images via deep transfer learning and quaternion Hahn moment invariant-based feature extraction
- An orthogonal projection-based iterative KNN classifier for sentiment analysis on small datasets
- New prediction model for school dropout based on an improvement of SVM and ABC optimization algorithm
- A computer-assisted medical diagnosis system for cancer diseases based on quaternion orthogonal Rademacher-Fourier moments and deep learning
- Two-phase detection-classification system for unprocessed white blood cell images using optimized krawtchouk moments
- Intelligent recognition of visual speech based on custom CNN and Optimized Quaternion Charlier Moments using PSO
- Efficient Biomedical Image Recognition Using Radial Basis Function Neural Networks and Quaternion Legendre Moments
- Enhancing Object Recognition and Image Classification by New Optimized Invariant Charlier Moments and Machine Learning Techniques
- Optimized High-Order Dual Hahn Moments for Image and Signal Reconstruction
- Mathematical Optimization and Statistical Analysis of Hybrid GWO-SMA Algorithm for PID Control of DC Motors
- Automatic lip-reading classification using deep learning approaches and optimized quaternion meixner moments by GWO algorithm
- Celestial Object Detection in Astronomical Images Using MSE and Jacobi Moments
- Optimal image 2D/3D by Krawtchouk moments and ABC algorithm
- Accurate image reconstruction by separable krawtchouk-charlier moments with automatic parameter selection using artificial bee colony optimization
- Advanced Optimization of Discrete Orthogonal Hahn Moments for Precision Image Reconstruction via the Firefly Algorithm
- Improving the Machine Learning Performance for Image Recognition Using a New Set of Mountain Fourier Moments
- Invariant Tchebichef And Krawtchouk Moments For Shape Recognition: A Performance Evaluation Study
- Dynamic Computing of Discrete Tchebichef Polynomials
- Tumor Detection in MRI Scans Using Low Order Krawtchouk Moments
- Image Analysis Using Optimized Generalized Legendre Moments Invariants and Artificial Bee Colony (ABC) Algorithm
- An Efficient Biomedical Color Image Retrieval System Based on Continuous Orthogonal Legendre Fourier Quaternion
- A New Method in Machine Learning Adapted for Credit Risk Prediction of Bank Loans
- New Biometric Recognition System By Multichannel Orthogonal Radial Triangular Pulse Moments
- Adaptive Genetic Algorithm for 2D Problems With a Dynamic Gene Walk
- Optimal reconstruction and recognition of images by Jacobi Fourier moments and artificial bee colony (ABC) algorithm
- Efficient 2D and 3D Image Classification and Compression Using Dual-Hahn Moments
- A comparative study and performance evaluation of discrete Tchebichef moments for image analysis
- Orthogonal invariant Lagrange-Fourier moments for image recognition
- A novel efficient clustering algorithm based on possibilistic approach and kernel technique for image clustering problems
- Helmet-fourier orthogonal moments for image representation and recognition
- The 2-Orthogonal and Orthogonal Radial Shape Moments for Image Representation and Recognition
- An improved image clustering algorithm based on Kernel method and Tchebychev orthogonal moments
- New set of non-separable 2D and 3D invariant moments for image representation and recognition
- Adapted Jacobi Orthogonal Invariant Moments for Image Representation and Recognition
- An effective modified possibilistic Fuzzy C-Means clustering algorithm for noisy data problems
- A Generalization of Possibilistic Fuzzy C-Means Method for Statistical Clustering of Data
- New Set of Non-separable Orthogonal Invariant Moments for Image Recognition
- Rotation scaling and translation invariants by a remediation of Hu’s invariant moments
- New set of adapted Gegenbauer–Chebyshev invariant moments for image recognition and classification
- Image Classification by Mixed Finite Element Method and Orthogonal Legendre Moments
- Object recognition and classification by mixed finite element method and invariants of orthogonal adapted-Legendre moments
- Mixed Finite Element Method for Nonlinear Diffusion Equation in Image Processing
- Image retrieval and classication using shifted Legendre invariant moments and Radial Basis Functions Neural Networks
- Image clustering based on hermetian positive definite matrix and radial Jacobi moments
- Mixed Finite Element Approximation for Bivariate Perona–Malik Model Arising in 2D and 3D Image Denoising
Revues de publication
- Statistics Optimization & Information Computing × 5
- Multimedia Tools and Applications × 4
- Lecture notes in networks and systems × 4
- International Conference on Embedded Systems and Artificial Intelligence (ESAI) × 4
- Biomedical Signal Processing and Control × 3
- International Conference on Intelligent Computing in Data Sciences (ICDS) × 3
Publications par année
- 202611
- 20257
- 202416
- 20231
- 20225
- 20214
- 20205
- 20192
- 20182
Collaborations
Établissements partenaires : Université Sultan Moulay Slimane · Chouaib Doukkali University · Mohammed V University
Co-auteurs
- Jaouad El-Mekkaoui
- Omar El Ogri
- Mohamed Benslimane
- Ismail Naouadir
- Belaid Bouikhalene
- Mostafa Jourhmane
- Yahya Sahmoudi
- Abdelati Bourzik
- Hassan Qjidaa
- Ahmed Elkhalfi
- Boujamaa Janati Idrissi
- Souad Azzouzi
Données bibliographiques issues d’OpenAlex (base ouverte).
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