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Nabil Benoudjit
Affiliation : University of Batna 2
- 38Publications (affiliation in Algeria)
- 48Total publications
- 1022Citations
- 15h-index
Research profile
Nabil Benoudjit has 38 indexed publications (2005–2025). Their work appears mainly in “Journal of Chemometrics”, “International Workshop on Systems, Signal Processing and their Applications” and “HAL”. Their most cited article, “Kernel ridge regression with active learning for wind speed prediction” (2012), has been cited 158 times. 2 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Italy.
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Create my free profile Add my publicationsResearch areas
- Spectroscopy and Chemometric Analyses
- Neural Networks and Applications
- Ultrasound Imaging and Elastography
- Machine Learning and ELM
- Water Quality Monitoring and Analysis
Publications (38)
- Comparative Analysis of Semi-Adaptive Beamforming Algorithms for Ultrasound Localization Microscopy
- Comparative Analysis of Machine Learning and Deep Learning Strategies for Solar Irradiation Forecasting
- Enhanced Ultrasound Classification of Microemboli Using Convolutional Neural Network
- Genetic robust kernel sample selection for chemometric data analysis
- ISODATA SOPC-FPGA implementation of image segmentation using NIOS-II processor
- Characterization of Melanoma Using Convolutional Neural Networks and Dermoscopic Images
- An Efficient Human Activity Recognition Technique Based on Deep Learning
- Automatic Microemboli Characterization Using Convolutional Neural Networks and Radio Frequency Signals
- An automated microemboli detection and classification system using backscatter RF signals and differential evolution
- Unsupervised cluster‐based method for segmenting biological tumour volume of laryngeal tumours in 18 F‐FDG‐PET images
- Particle Swarm Optimization of Non Uniform Rational B-Splines for Robot Manipulators Path Planning
- A wavelet optimization approach for microemboli classification using RF signals
- A Simple Human Activity Recognition Technique Using DCT
- Automatic Gaussian mixture model (GMM) for segmenting 18F-FDG-PET images based on Akaike information criteria
- Qualitative approach for inverse kinematic modeling of a Compact Bionic Handling Assistant trunk
- Neural Networks based approach for inverse kinematic modeling of a Compact Bionic Handling Assistant trunk
- Qualitative approach for forward kinematic modeling of a Compact Bionic Handling Assistant trunk
- Empirical mode decomposition based support vector machines for microemboli classification
- Design of a multiblock general regression neural network for wind speed prediction in Algeria
- Kernel ridge regression with active learning for wind speed prediction
- Active learning for spectroscopic data regression
- Support Vector Regression in Spectrophotometry: An Experimental Study
- Selection of a suitable mother wavelet for microemboli classification using SVM and RF signals
- SVR active learning for product quality control
- A robust regression approach for spectrophotometric signal analysis
- Multiple architecture system for wind speed prediction
- A two-stage regression approach for spectroscopic quantitative analysis
- Feature selection based on RF signals and KNN Rule: Application to microemboli classification
- Color image compression algorithm based on the DCT transform combined to an adaptive block scanning
- In vitro microemboli classification using neural network models and RF signals
- Multiple regression systems for spectrophotometric data analysis
- P1A-5 Analysis of Backscattered Signals with a Neural Network Model for Microemboli Classification
- Color Space for Face Authentication Using Enhanced Fisher linear discriminant Model (EFM)
- Random Pulling Model (RPM) for Face Authentication
- Improvements for face authentication using color information
- Face Authentication Using Enhanced Fisher linear discriminant Model (EFM)
- AUTHENTIFICATION D’INDIVIDUS PAR RECONNAISSANCE DE VISAGES
- Using Enhanced Fisher linear discriminant Model (EFM) for frontal face authentication
Publication venues
- Journal of Chemometrics × 3
- International Workshop on Systems, Signal Processing and their Applications × 3
- HAL × 3
- Applied Energy × 2
- Chemometrics and Intelligent Laboratory Systems × 2
- International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) × 1
Publications per year
- 20251
- 20231
- 20221
- 20212
- 20201
- 20191
- 20181
- 20173
- 20162
- 20151
Collaborations
Partner institutions : University of Batna 1 · University of Trento · Abbès Laghrour University of Khenchela · University of Biskra · University Ferhat Abbas of Setif
Co-authors’ countries : Italy
Co-authors
- Karim Ferroudji
- Fouzi Douak
- Abdelghani Tafsast
- M. Bahaz
- Aziz Khelalef
- Djamel Saigaa
- K. Benmahammed
- Hassen Bouzgou
- Leila Douha
- Noureddine Ghoggali
- Redha Benzid
- Fayçal Radjah
Bibliographic data from OpenAlex (open database).
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