H. Elmannai

发表

Enhanced Support Vector Machine Applied to Land-Use Classification

A. Algarni, H. Elmannai, Monia Hamdi, 2019, Communications in Computer and Information Science.

Feature Extraction-Based Deep Self-Organizing Map

M. Zaied, A. Algarni, H. Elmannai, 2022, Circuits, Systems, and Signal Processing.

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

Ali Asghar Heidari, Dong Zhao, S. Bourouis, 2022, Computers in Biology and Medicine.

Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks

Amel Ksibi, H. Elmannai, Monia Hamdi, 2022, Computational intelligence and neuroscience.

An Empirical Assessment of Performance of Data Balancing Techniques in Classification Task

Anil S. Jadhav, H. Elmannai, Samih M. M. Mostafa, 2022, Applied Sciences.

Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia

A. Algarni, H. Elmannai, Monia Hamdi, 2022, PeerJ Comput. Sci..

Nonlinear data separation and fusion for multispect ral image classification

M. A. Loghmari, M. Naceur, H. Elmannai, 2013 .

Mutational Slime Mould Algorithm for Gene Selection

Ali Asghar Heidari, Guoxi Liang, H. Elmannai, 2022, Biomedicines.

A Deep Learning-Based Framework for Feature Extraction and Classification of Intrusion Detection in Networks

Syed Muhammad Usman, Syed Sajid Ullah, Myriam Hadjouni, 2022, Wireless Communications and Mobile Computing.

Developing and Comparing Data Mining Algorithms That Work Best for Predicting Student Performance

Hoda A. Abdelhafez, H. Elmannai, 2022, Int. J. Inf. Commun. Technol. Educ..

Design and Analysis of a 5G Wideband Antenna for Wireless Body-Centric Network

Mohammad Monirrujjman Khan, Myriam Hadjouni, S. Bourouis, 2022, Wireless Communications and Mobile Computing.

Lightweight AI Framework for Industry 4.0 Case Study: Water Meter Recognition

T. Frikha, H. Elmannai, Monia Hamdi, 2022, Big Data Cogn. Comput..

Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution

Ali Asghar Heidari, A. Algarni, Dong Zhao, 2023, Biomed. Signal Process. Control..

Diagnosis Myocardial Infarction Based on Stacking Ensemble of Convolutional Neural Network

K. Kwak, Shaker El-Sappagh, A. Algarni, 2022, Electronics.

Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow

Shahab S. Band, K. Chau, S. Band, 2022, Engineering Applications of Computational Fluid Mechanics.

Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques

Godwin Brown Tunze, A. Algarni, U. Lilhore, 2022, Computational and mathematical methods in medicine.

Handling Missing Values Based on Similarity Classifiers and Fuzzy Entropy Measures

H. Elmannai, S. Hamad, S. Mostafa, 2022, Electronics.

Detecting Deepfake Images Using Deep Learning Techniques and Explainable AI Methods

Rajesh Dey, Myriam Hadjouni, Mohammad Monirujjaman Khan, 2023, Intelligent Automation & Soft Computing.

Modified Artificial Bee Colony Based Feature Optimized Federated Learning for Heart Disease Diagnosis in Healthcare

A. Algarni, Abdullah Yousafzai, H. Elmannai, 2022, Applied Sciences.

A new feature extraction approach based on non linear source separation

Mohamed Saber Naceur, Abeer D. Algarni, M. A. Loghmari, 2021 .

Rule-based classification framework for remote sensing data

M. A. Loghmari, Abeer Dhafer Algarni, Hela Elmannai, 2019, Journal of Applied Remote Sensing.

TWO LEVELS FUSION DECISION FOR MULTISPECTRAL IMAGE PATTERN RECOGNITION

Mohamed Saber Naceur, H. Elmannai, M. A. Loghmari, 2015 .

Nonlinear separation source and parameterized feature fusion for satelite image patch exemplars

Mohamed Saber Naceur, M. A. Loghmari, Mohamed Anis Loghmari, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Perceptron nonlinear blind source separation for feature extraction and image classification

Mohamed Saber Naceur, Mohamed Rached Boussema, M. R. Boussema, 2012, 2012 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA).

Nonlinear Source Separation Based on Multi-Layer Perceptron: Application on Remote Sensing Analysis

H. Elmannai, M. A. Loghmari, E. Karray, 2012, 2012 2nd International Conference on Remote Sensing, Environment and Transportation Engineering.

A Hybrid Intrusion Detection Model Using EGA-PSO and Improved Random Forest Method

S. Ahuja, K. Raahemifar, A. Algarni, 2022, Sensors.

Malware Detection in Internet of Things (IoT) Devices Using Deep Learning

Syed Muhammad Usman, Syed Sajid Ullah, A. Algarni, 2022, Sensors.

IoMT-Based Platform for E-Health Monitoring Based on the Blockchain

T. Frikha, H. Elmannai, Monia Hamdi, 2022, Electronics.

A Cost-Effective Fall-Detection Framework for the Elderly Using Sensor-Based Technologies

Syed Sajid Ullah, Jawaid Iqbal, H. Elmannai, 2023, Sustainability.

A Self-Decoupling Technique to Realize Dense Packing of Antenna Elements in MIMO Arrays for Wideband Sub-6 GHz Communication Systems

A. Algarni, H. Elmannai, S. N. K. Marwat, 2023, Sensors.

A new classification approach based on source separation and feature extraction

Mohamed Saber Naceur, M. A. Loghmari, Mohamed Anis Loghmari, 2016, 2016 International Symposium on Signal, Image, Video and Communications (ISIVC).

Support Vector Machine for Remote Sensing image classification

Mohamed Saber Naceur, M. A. Loghmari, Mohamed Anis Loghmari, 2013 .

Polycystic Ovary Syndrome Detection Machine Learning Model Based on Optimized Feature Selection and Explainable Artificial Intelligence

Manal Abdullah Alohali, Shaker El-Sappagh, Hager Saleh, 2023, Diagnostics.

An Improved Skin Lesion Boundary Estimation for Enhanced-Intensity Images Using Hybrid Metaheuristics

Muhammad Attique Khan, Tallha Akram, U. Tariq, 2023, Diagnostics.

Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: a skin cancer dermoscopic case study

Ali Asghar Heidari, Huiling Chen, A. Algarni, 2023, Journal of Computational Design and Engineering.

Deep Learning Models Combining for Breast Cancer Histopathology Image Classification

A. Algarni, H. Elmannai, Monia Hamdi, 2021, Int. J. Comput. Intell. Syst..

Lightweight-BIoV: Blockchain Distributed Ledger Technology (BDLT) for Internet of Vehicles (IoVs)

A. Laghari, S. Bourouis, H. Elmannai, 2023, Electronics.

Runtime Management of Service Level Agreements through Proactive Resource Provisioning for a Cloud Environment

N. Amin, A. Algarni, Jawaid Iqbal, 2023, Electronics.

Content Caching in Mobile Edge Computing Based on User Location and Preferences Using Cosine Similarity and Collaborative Filtering

A. Algarni, H. Elmannai, Tahir Maqsood, 2023, Electronics.

Pneumothorax prediction using a foraging and hunting based ant colony optimizer assisted support vector machine

J. Li, Myriam Hadjouni, Fangjun Kuang, 2023, Comput. Biol. Medicine.

Smart Disease Detection System for Citrus Fruits Using Deep Learning with Edge Computing

H. Elmannai, N. Ababneh, Amandeep Kaur, 2023, Sustainability.

Machine-Learning-Based COVID-19 Detection with Enhanced cGAN Technique Using X-ray Images

Amel Ksibi, H. Elmannai, Monia Hamdi, 2022, Electronics.

Comprehensive Learning Strategy Enhanced Chaotic Whale Optimization for High-dimensional Feature Selection

Ali Asghar Heidari, Han-Jun Ma, Lei Xiao, 2023, Journal of Bionic Engineering.

IDriveGenes: Cancer Driver Genes Prediction Using Machine Learning

Amel Ksibi, H. Elmannai, Monia Hamdi, 2023, IEEE Access.

Enhanced Cloud Storage Encryption Standard for Security in Distributed Environments

Khalid Mohiuddin, H. Elmannai, R. A., 2023, Electronics.

Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images

Ali Asghar Heidari, H. Elmannai, Xianchuan Wang, 2023, Biomedical signal processing and control.

MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases

S. Dhahbi, S. Bourouis, A. Javed, 2023, IEEE Access.

Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++

Ali Asghar Heidari, A. Algarni, H. Elmannai, 2022, Comput. Biol. Medicine.

Performance Evaluation of Simple K-Mean and Parallel K-Mean Clustering Algorithms: Big Data Business Process Management Concept

Myriam Hadjouni, H. Elmannai, Sajid Ali, 2022, Mobile Information Systems.

An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications

Syed Muhammad Usman, Syed Sajid Ullah, S. Khalid, 2022, Sensors.

Algorithmic Approach to Virtual Machine Migration in Cloud Computing with Updated SESA Algorithm

Saurabh Kumar, Amel Ksibi, H. Elmannai, 2023, Sensors.

Smart Communication Using 2D and 3D Mesh Network-on-Chip

H. Elmannai, H. Alshazly, Jitendra Yadav, 2022, Intelligent Automation & Soft Computing.

Evaluating the Potentials of PLSR and SVR Models for Soil Properties Prediction Using Field Imaging, Laboratory VNIR Spectroscopy and Their Combination

H. Elmannai, S. Meshoul, E. Karray, 2023, Computer Modeling in Engineering & Sciences.

Contribution of the Methodologies Development for the Analysis of Remote Sensing Data

M. A. Loghmari, M. Naceur, H. Elmannai, 2012, 2012 2nd International Conference on Remote Sensing, Environment and Transportation Engineering.

Enhancing Fashion Classiﬁcation with Vision Transformer (ViT) and Developing Recommendation Fashion Systems Using DINOVA2

Myriam Hadjouni, A. Anter, H. Elmannai, 2022 .

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence

Shaker El-Sappagh, Hager Saleh, H. Elmannai, 2023, IEEE Access.

Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls

Muhammad Shahzad Faisal, Muhammad Najam Dar, H. Elmannai, 2023, Italian National Conference on Sensors.

Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images

Ali Asghar Heidari, H. Elmannai, Xianchuan Wang, 2023, Biomedical Signal Processing and Control.

AI-Driven Counter-Terrorism: Enhancing Global Security Through Advanced Predictive Analytics

Myriam Hadjouni, H. Elmannai, A. Khan, 2023, IEEE Access.