Home › Researcher directory › Amal Hjouji
Amal Hjouji
Affiliation : Sidi Mohamed Ben Abdellah University
- 53Publications (affiliation in Morocco)
- 55Total publications
- 237Citations
- 9h-index
Research profile
Amal Hjouji has 53 indexed publications (2018–2026). Their work appears mainly in “Statistics Optimization & Information Computing”, “Multimedia Tools and Applications” and “Lecture notes in networks and systems”. Their most cited article, “Automatic lip-reading classification using deep learning approaches and optimized quaternion meixner moments by GWO algorithm” (2024), has been cited 26 times. 34 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers.
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Create my free profile Add my publicationsResearch areas
- 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
Publication venues
- 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 per year
- 202611
- 20257
- 202416
- 20231
- 20225
- 20214
- 20205
- 20192
- 20182
Collaborations
Partner institutions : Université Sultan Moulay Slimane · Chouaib Doukkali University · Mohammed V University
Co-authors
- 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
Bibliographic data from OpenAlex (open database).
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