TOUAHNI Raja
Email : touahni.raja@uit.ac.ma
Institution : Faculty of Sciences
Laboratory : Electronic Systems, Information Processing, and Energy Mechanics
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📚 Scopus Publications — Total : 102
| Title | Year | 🔗 View |
|---|---|---|
| Detecting Key Factors Influencing Student Performance and Predicting Mathematics Achievement in Morocco: Comparative Insights from TIMSS 2019 and 2023 | 2026 | 🔗 View |
| Uncovering Key Factors of Student Performance in Math: An Explainable Deep Learning Approach Using TIMSS 2019 Data | 2025 | 🔗 View |
| Accurate Writer Identification with IDWriter: A Novel Text-Independent Offline CNN-Based Approach | 2025 | 🔗 View |
| Metamaterial inspired circular antenna for Bluetooth band integration | 2024 | 🔗 View |
| Evaluating various machine learning methods for predicting students' math performance in the 2019 TIMSS | 2024 | 🔗 View |
| A Fully Automatic Colorimetric Saliency Detection Approach for 3D Meshes | 2024 | 🔗 View |
| A No Reference Deep Quality Assessment Index for 3D Colored Meshes | 2024 | 🔗 View |
| No Reference 3D Mesh Quality Assessment Learned from Quality Scores on 2D Projections | 2024 | 🔗 View |
| An effective DeepWINet CNN model for off-line text-independent writer identification | 2023 | 🔗 View |
| WriterINet: a multi-path deep CNN for offline text-independent writer identification | 2023 | 🔗 View |
| Comparing Autoencoder to Geometrical Features for Vascular Bifurcations Identification | 2023 | 🔗 View |
| Identifying low-performing regions in Moroccan education: A deep learning approach using the PISA dataset | 2023 | 🔗 View |
| No Reference 3D Mesh Quality Assessment Using Deep Convolutional Features | 2023 | 🔗 View |
| Automatic classification of the cerebral vascular bifurcations using dimensionality reduction and machine learning | 2022 | 🔗 View |
| Centroid competitive learning approach for clustering and mapping the social vulnerability in Morocco | 2022 | 🔗 View |
| A Real-Time Smart Agent for Network Traffic Profiling and Intrusion Detection Based on Combined Machine Learning Algorithms | 2022 | 🔗 View |
| Combining machine learning and artery characterization to identify the main bifurcations in 3D vascular trees | 2022 | 🔗 View |
| Petersen Graph Multi-Orientation Based Multi-Scale Ternary Pattern (PGMO-MSTP): An Efficient Descriptor for Texture and Material Recognition | 2021 | 🔗 View |
| Fuzzy ℓ2, p-norm based PCA for intrusion detection system | 2020 | 🔗 View |
| A Miniaturized UWB Triangular Planar Antenna Inspired with Dual T-shaped and Single SRR Slots for WLAN and X-Band Filtrations | 2020 | 🔗 View |
| A Cooperative Approach To Extend Cellular Coverage Via D2d Architecture Based On Olsr Protocol | 2020 | 🔗 View |
| Nonlinear ℓ2,p-norm based PCA for anomaly network detection | 2020 | 🔗 View |
| Local gradient full-scale transform patterns based off-line text-independent writer identification | 2020 | 🔗 View |
| A Fractal Metamaterial Antenna for Bluetooth, WLAN, WiMAX and X-band Applications | 2020 | 🔗 View |
| Improved nonlinear fuzzy robust PCA for Anomaly-based intrusion detection | 2020 | 🔗 View |
| Sharing Emotions in the Distance Education Experience: Attitudes and Motivation of University Students | 2020 | 🔗 View |
| O3S-MTP: Oriented star sampling structure based multi-scale ternary pattern for texture classification | 2020 | 🔗 View |
| A novel modified U-shaped microstrip antenna for super wide band (SWB) applications | 2020 | 🔗 View |
| Cross multi-scale locally encoded gradient patterns for off-line text-independent writer identification | 2020 | 🔗 View |
| Spatial-color mode detection in UV pairwise projection of the CIE LUV color space | 2020 | 🔗 View |
| A wideband filtering-antenna inspired with symmetric T-shaped slots and rotated L-shaped strips for C and X-band eliminations | 2020 | 🔗 View |
| An efficient hybrid approach in solving the fundus camera calibration problem | 2020 | 🔗 View |
| Development of an MS Workflow Based on Combining Database Search Engines for Accurate Protein Identification and Its Validation to Identify the Serum Proteomic Profile in Female Stress Urinary Incontinence | 2020 | 🔗 View |
| Handcrafted Descriptors-Based Effective Framework for Off-line Text-Independent Writer Identification | 2020 | 🔗 View |
| A Smart Agent Design for Cyber Security Based on Honeypot and Machine Learning | 2020 | 🔗 View |
| Bandwidth Enhancement of Trapezoid Antenna Using an Open F-rotated and I-shaped Slots Defected Ground Structures (DGS) | 2019 | 🔗 View |
| Multi-hop communications inside cellular networks: A survey and analysis | 2019 | 🔗 View |
| A metamaterial inspired UWB circular antenna as superstrate for gain and directivity improvement’s | 2019 | 🔗 View |
| A metamaterial antenna based near zero refractive index(NZIM) unit-cell as a superstrate for directivity and gain enhancement | 2019 | 🔗 View |
| An effective and conceptually simple feature representation for off-line text-independent writer identification | 2019 | 🔗 View |
| Experimental evaluation of LTE throughput using D2D multi-hop communications | 2019 | 🔗 View |
| A modified hexagonal UWB antenna loaded with multiple l-shaped stubs for GPS band integration and like y-shaped slot for single band rejection | 2019 | 🔗 View |
| Image classification with Local Directional Decoded Ternary Pattern | 2019 | 🔗 View |
| Strategies of peptide identification using tandem Mass Spectrometry | 2019 | 🔗 View |
| A toolbox for calibrating fundus camera | 2019 | 🔗 View |
| Off-line text-independent writer identification using local convex micro-structure patterns | 2019 | 🔗 View |
| Compound facial expression recognition based on highway CNN | 2019 | 🔗 View |
| A Novel CPW-Fed Semi-Circular Triangular Antenna with Modified Ground Plane for Super Ultra Wide Band (UWB) Applications | 2019 | 🔗 View |
| Combination of OMPCA and LDA for Anomaly Network Detection | 2019 | 🔗 View |
| Protein Identification Strategies: Towards a Hybrid Approach to Control FDR | 2019 | 🔗 View |
| Multi-Agent System Based on Fuzzy Logic for E-Learning Collaborative System | 2019 | 🔗 View |
| New Approach Based on Multifractal Spectrum Features for Detection of Osteoporosis | 2019 | 🔗 View |
| Self-calibration of the fundus camera using the genetic algorithm | 2019 | 🔗 View |
| CPW-Fed miniaturized isosceles triangular slot UWB planar antenna with triple band-notched characteristics | 2019 | 🔗 View |
| A novel circular fractal-like antenna for bluetooth/ WLAN and X-band applications | 2019 | 🔗 View |
| The importance of considering natural isotopes in improving protein identification accuracy | 2019 | 🔗 View |
| Improving case based software effort estimation using a multi-criteria decision technique | 2019 | 🔗 View |
| Performance Study of the Genetic Algorithm and the Levenverg-Marquardt Optimization Algorithm for the Calibration of a Rotating Camera | 2018 | 🔗 View |
| A Network Intrusion Detection Based on Improved Nonlinear Fuzzy Robust PCA | 2018 | 🔗 View |
| Texture Classification via Attractive-and-Repulsive Decoded Gradient Contours | 2018 | 🔗 View |
| A novel dual band hexagonal antenna for bluetooth and uwb applications with single band notched | 2018 | 🔗 View |
| Repulsive-and-attractive local binary gradient contours: New and efficient feature descriptors for texture classification | 2018 | 🔗 View |
| Development of intelligent multi-agents system for collaborative e-learning support | 2018 | 🔗 View |
| Effective feature descriptor-based new framework for off-line text-independent writer identification | 2018 | 🔗 View |
| Local directional ternary pattern: A New texture descriptor for texture classification | 2018 | 🔗 View |
| Block wise local binary count for off-Line text-independent writer identification | 2018 | 🔗 View |
| Automatic Transformation of User Stories into UML Use Case Diagrams using NLP Techniques | 2018 | 🔗 View |
| An Assessment of Serious Games Technology: Toward an Architecture for Serious Games Design | 2018 | 🔗 View |
| Maximal similarity based region classification method through local image region descriptors and Bhattacharyya coefficient-based distance: Application to horizon line detection using wide-angle camera | 2017 | 🔗 View |
| A novel dual-band antenna with L-slot defective Ground structure (DGS) and T-shaped strip for WIMAX /WLAN and ISM medical band applications | 2017 | 🔗 View |
| Facial expression recognition using face-regions | 2017 | 🔗 View |
| Facial decomposition for expression recognition using texture/shape descriptors and SVM classifier | 2017 | 🔗 View |
| Identifying intrusions in computer networks using robust fuzzy PCA | 2017 | 🔗 View |
| Intrusion detection system using PCA and Fuzzy PCA techniques | 2017 | 🔗 View |
| A tri-band-notched UWB planar monopole antenna using DGS and semi arc-shaped slot for WIMAX/WLAN/X-band rejection | 2017 | 🔗 View |
| Hellinger kernel-based distance and local image region descriptors for sky region detection from fisheye images | 2017 | 🔗 View |
| Automatic generation of TestNG tests cases from UML sequence diagrams in Scrum process | 2016 | 🔗 View |
| Automated Model Driven Testing Using AndroMDA and UML2 Testing Profile in Scrum Process | 2016 | 🔗 View |
| Horizon line detection from fisheye images using color local image region descriptors and bhattacharyya coefficient-based distance | 2016 | 🔗 View |
| Knowledge structuring for learning by level | 2015 | 🔗 View |
| Analyzing the non-functional requirements to improve accuracy of software effort estimation through case based reasoning | 2015 | 🔗 View |
| Automatic generation of UML sequence diagrams from user stories in Scrum process | 2015 | 🔗 View |
| Analytical tools for visualisation of interactions in online e-learning activities on LMS and semantic similarity measures on text | 2015 | 🔗 View |
| Building roof segmentation from aerial images using a line-and region-based watershed segmentation technique | 2015 | 🔗 View |
| System requirements prioritization based on AHP | 2015 | 🔗 View |
| A color spatio-temporal segmentation tool applied to sequences of color texture images | 2015 | 🔗 View |
| Design of an intelligent system to support tutors in learning communities using multi-agent systems and fuzzy logic | 2015 | 🔗 View |
| Robust method of digital image watermarking using SVD transform on DWT coefficients with optimal block | 2014 | 🔗 View |
| Unsupervised neural-morphological colour image segmentation using the mahalanobis as criteria of resemblance | 2014 | 🔗 View |
| Segmentation of aerial images by cooperation of watershed regions and watershed lines. Application to the characterization of roofs | 2014 | 🔗 View |
| A robust method for digital images watermarking based on combination of SVD, DWT and DCT using optimal block | 2014 | 🔗 View |
| An automatic system for the determination of learner's sociological behavior from textual asynchronous conversations analysis in online collaborative learning | 2014 | 🔗 View |
| Medical image texture segmentation using multifractal analysis | 2012 | 🔗 View |
| Orthophotoplan segmentation based on region merging for roof detection | 2012 | 🔗 View |
| Mode detection in cluster analysis using the em and ICM algorithms | 2012 | 🔗 View |
| Watershed regions and watershed lines based cooperation strategy for image segmentation. Application to roof detection | 2011 | 🔗 View |
| A spectral clustering and Kalman filtering based objects detection and tracking using stereo vision with linear cameras | 2011 | 🔗 View |
| Linear stereo vision based objects detection and tracking using spectral clustering | 2011 | 🔗 View |
| Orthophotoplan segmentation and colorimetric invariants for roof detection | 2011 | 🔗 View |
| An approach for the discrimination of moving textures | 2009 | 🔗 View |