AMINE Aouatif
Email : aouatif.amine@uit.ac.ma
Établissement : Ecole Nationale des Sciences Appliquées
Laboratoire : Ingénierie des Systèmes Avancés
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📚 Publications Scopus — Total : 113
| Titre | Année | 🔗 Voir |
|---|---|---|
| Power-LSTM for smart greenhouse: a novel deep learning approach to temperature prediction in a Mexican case study | 2026 | 🔗 Voir |
| Ensemble deep learning towards high-resolution soil-moisture mapping for enhanced water management in California's Central Valley | 2026 | 🔗 Voir |
| Improving Log-Based Anomaly Detection with Deep Learning Models | 2026 | 🔗 Voir |
| Ensemble Stacking Learning Approach for Forest Fire Prediction in Satellite Dataset | 2026 | 🔗 Voir |
| Prediction of Stroke Risk with a Machine Learning | 2026 | 🔗 Voir |
| Smart Greenhouse Tomato Maturity Detection Based on YOLOv8 Model | 2026 | 🔗 Voir |
| Divorce Prediction: Developing an Interpretable Using Machine Learning | 2026 | 🔗 Voir |
| Genetic algorithm optimization of ensemble learning approach for improved land cover and land use mapping: Application to Talassemtane National Park | 2025 | 🔗 Voir |
| Enhancing Spam Detection in Arabic Texts: A Comparative Analysis of RNN and LSTM Models | 2025 | 🔗 Voir |
| Face Recognition Technology Based CNN Models | 2025 | 🔗 Voir |
| Multi-Modal Fusion for Robust Face Liveness Detection: Integrating Ensemble Learning and Contrastive Techniques | 2025 | 🔗 Voir |
| Deep Learning Innovations for Greenhouse Climate Prediction: Insights from a Spanish Case Study | 2025 | 🔗 Voir |
| Phishing Email Detection Using NLP and CNN Model | 2025 | 🔗 Voir |
| Assessing Vegetation Change Patterns in Talassemtane National Park (Morocco) Using Temporal Segmentation Algorithm and Cloud Computing Techniques | 2024 | 🔗 Voir |
| The Moroccan Health Data Bank: A Proposal for a National Electronic Health System Based on Big Data | 2024 | 🔗 Voir |
| Deep Learning Approaches for Forest Fires Detection and Prediction using satellite Images | 2024 | 🔗 Voir |
| A Deep Learning-Based Model for Malware Detection Using Transformer Architecture | 2024 | 🔗 Voir |
| Enhanced Predictive Modeling of Greenhouse Temperature Using Power Long Short Term Memory (PLSTM) Model | 2024 | 🔗 Voir |
| A Comparative Study of Numerical Methods for IGBT Junction Temperature Estimation | 2024 | 🔗 Voir |
| Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network (DNN) | 2023 | 🔗 Voir |
| Road Traffic Accidents in Morocco: Exploratory Analysis of Driver, Vehicle, and Pedestrian Factors | 2023 | 🔗 Voir |
| Self scale estimation of the tracking window merged with adaptive particle filter tracker | 2023 | 🔗 Voir |
| Automatic Protection of Web Applications Against SQL Injections: An Approach Based On Acunetix, Burp Suite and SQLMAP | 2023 | 🔗 Voir |
| Health Data Security in a Big Data Environment | 2023 | 🔗 Voir |
| Face Detection using Artificial Intelligence | 2023 | 🔗 Voir |
| BIoVN: A Novel Blockchain-Based System for Securing Internet of Vehicles Over NDN Using Bioinspired HoneyGuide | 2022 | 🔗 Voir |
| Exploratory Analysis of Driver and Vehicle Factors Associated with Traffic Accidents in Morocco | 2022 | 🔗 Voir |
| Secure Data Acces in Odoo System | 2022 | 🔗 Voir |
| Design and Development of a Measurement System Dedicated to Estimate the Junction Temperature of Insulated Gate Bipolar Transistor Modules | 2022 | 🔗 Voir |
| Machine Learning Algorithms for Forest Stand Delineation Using Yearly Sentinel 2MSI Time Series | 2022 | 🔗 Voir |
| Machine Learning and Remote Sensing in Mapping and Estimating Rosemary Cover Biomass | 2022 | 🔗 Voir |
| The integration of pedestrian orientation for the benefit of adas: A moroccan case study | 2021 | 🔗 Voir |
| An efficient three-dimensional face recognition system based random forest and geodesic curves | 2021 | 🔗 Voir |
| Connected Vehicles using NDN: Security Concerns and Remaining Challenges | 2021 | 🔗 Voir |
| Performance of Named Data Networking in Connected Vehicles | 2021 | 🔗 Voir |
| A Novel System Based V2V Communications to Prevent Road Accidents in Morocco | 2021 | 🔗 Voir |
| PrOMor: A proposed prototype of V2V and V2I for crash prevention in the moroccan case | 2021 | 🔗 Voir |
| Deep transfer learning pipelines with apache spark and keras tensorflow combined with logistic regression to detect covid-19 in chest ct images | 2021 | 🔗 Voir |
| A Novel Approach for Big Data Monetization as a Service | 2021 | 🔗 Voir |
| Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System | 2021 | 🔗 Voir |
| A Robust Method for Face Classification Based on Binary Genetic Algorithm Combined with NSVC Classifier | 2021 | 🔗 Voir |
| Big data value chain: A unified approach for integrated data quality and security | 2020 | 🔗 Voir |
| Big data monetization throughout Big Data Value Chain: a comprehensive review | 2020 | 🔗 Voir |
| An adaptable big data value chain framework for end-to-end big data monetization | 2020 | 🔗 Voir |
| Exploitation of spectral indices NDVI, NDWI & SAVI in Random Forest classifier model for mapping weak rosemary cover: Application on Gourrama region, Morocco. | 2020 | 🔗 Voir |
| NDN vs TCP/IP: Which one is the best suitable for connected vehicles? | 2020 | 🔗 Voir |
| Comparative study of machine learning algorithms using the breast cancer dataset | 2020 | 🔗 Voir |
| Object tracking with adaptive particle filter tracker using convolutional neural network | 2020 | 🔗 Voir |
| Deep transfer learning with apache spark to detect COVID-19 in chest X-ray images | 2020 | 🔗 Voir |
| Deep convolutional neural network with tensorflow and keras to classify skin cancer images | 2020 | 🔗 Voir |
| A multi-layer big data value chain approach for security issues | 2020 | 🔗 Voir |
| Driver Behavior Assistance in Road Intersections | 2020 | 🔗 Voir |
| Structural similarity measurement based cost function for stereo matching of automotive applications | 2020 | 🔗 Voir |
| Pedestrian walking direction classification for moroccan road safety | 2020 | 🔗 Voir |
| A random forest-cellular automata modeling approach to predict future forest cover change in middle atlas morocco, under anthropic, biotic and abiotic parameters | 2020 | 🔗 Voir |
| A Novel Solution to Prevent Accidents using V2I in Moroccan Smart Cities | 2019 | 🔗 Voir |
| Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction ? | 2019 | 🔗 Voir |
| Survey on the use of health information systems in Morocco: Current situation, obstacles and proposed solutions | 2019 | 🔗 Voir |
| Comparison between Hadoop and Spark | 2019 | 🔗 Voir |
| Deep Belief Network and Auto-Encoder for Face Classification | 2019 | 🔗 Voir |
| A highly efficient system for Mammographic Image Classification Using NSVC Algorithm | 2019 | 🔗 Voir |
| DCT and HOG Feature Sets Combined with BPNN for Efficient Face Classification | 2019 | 🔗 Voir |
| Combination of feature sets based on binary pattern and oriented gradient for efficient face classification | 2018 | 🔗 Voir |
| Study of the relative magnitude in the wavelet domain for texture characterization | 2018 | 🔗 Voir |
| Green Logistics Practices | 2018 | 🔗 Voir |
| A hierarchical stereo matching algorithm based on adaptive support region aggregation method | 2018 | 🔗 Voir |
| Comparison of inventory models for optimal working capital; case of aeronautics company | 2018 | 🔗 Voir |
| Firefly Algorithm for Supply Chain Optimization | 2018 | 🔗 Voir |
| Connected vehicles using NDN for intelligent transportation systems | 2018 | 🔗 Voir |
| Moroccan Electronic Health Record System | 2018 | 🔗 Voir |
| Efficient dense disparity map reconstruction using sparse measurements | 2018 | 🔗 Voir |
| New proposed fusion between DCT for feature extraction and NSVC for face classification | 2018 | 🔗 Voir |
| Towards a novel reidentification method using metaheuristics | 2018 | 🔗 Voir |
| The Performance Improvement on 4-FB Face using Random Forest Classifier | 2018 | 🔗 Voir |
| Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone | 2017 | 🔗 Voir |
| Accurate dense stereo matching for road scenes | 2017 | 🔗 Voir |
| Vicinal support vector classifier: A novel approach for robust classification based on SKDA | 2017 | 🔗 Voir |
| Fully anisotropic morlet transform for the study of the trabecular bone texture variations | 2017 | 🔗 Voir |
| Trabecular bone characterization using circular parametric models | 2017 | 🔗 Voir |
| Inventory management optimization using lean six-sigma Case of Spare parts Moroccan company | 2017 | 🔗 Voir |
| An enhanced cross-scale adaptive cost aggregation for stereo matching | 2017 | 🔗 Voir |
| Non-linear dimensional reduction based deep learning algorithm for face classification | 2017 | 🔗 Voir |
| A new face decomposition for face detection using SVM classifier | 2017 | 🔗 Voir |
| Uniformed two local binary pattern combined with neighboring support vector classifier for classification | 2017 | 🔗 Voir |
| A robust approach for mammographic image classification using NSVC algorithm | 2016 | 🔗 Voir |
| Mobile object tracking using the modified cuckoo search | 2016 | 🔗 Voir |
| Pre collision detection system for pedestrian safety based on HOL | 2016 | 🔗 Voir |
| Smart city: Recommendation of personalized services in patrimony tourism | 2016 | 🔗 Voir |
| Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain | 2016 | 🔗 Voir |
| The Hexagonal Geometrical Structure of the N-Coverage Networks in the G2-Lie Algebra Framework | 2016 | 🔗 Voir |
| Sift Descriptors Modeling and Application in Texture Image Classification | 2016 | 🔗 Voir |
| Face Classification under Different Kernel Function Compared to KNN Classifier | 2016 | 🔗 Voir |
| Driver head pose estimation using efficient descriptor fusion | 2016 | 🔗 Voir |
| A new optimal approach using NSVC for breast cancer diagnosis classification | 2016 | 🔗 Voir |
| Estimating driver head pose using steerable pyramid and probabilistic learning | 2015 | 🔗 Voir |
| Selective object tracker: Evaluation and enhancement | 2014 | 🔗 Voir |
| A hybrid mobile object tracker based on the modified Cuckoo Search algorithm and the Kalman Filter | 2014 | 🔗 Voir |
| Driver's fatigue detection based on yawning extraction | 2014 | 🔗 Voir |
| Head pose estimation based on steerable filters and likelihood parametrized function | 2013 | 🔗 Voir |
| Monitoring drivers drowsiness using a wide angle lens | 2013 | 🔗 Voir |