Hybrid Feature-Learning-Based PSO-PCA Feature Engineering Approach for Blood Cancer Classification

by Ghada Atteia, Rana Alnashwan, Malak Hassan
Published 2023-08-01

Optimizing Soil Moisture Retrieval: Utilizing Compact Polarimetric Features with Advanced Machine Learning Techniques

by Mohammed Dabboor, Ghada Atteia, Rana Alnashwan
Published 2023-09-01

Deep Learning-Based Framework for Soil Moisture Content Retrieval of Bare Soil from Satellite Data

by Mohammed Dabboor, Ghada Atteia, Souham Meshoul, Walaa Alayed
Published 2023-04-01

BO-ALLCNN: Bayesian-Based Optimized CNN for Acute Lymphoblastic Leukemia Detection in Microscopic Blood Smear Images

by Ghada Atteia, Amel A. Alhussan, Nagwan Abdel Samee
Published 2022-07-01

DFTSA-Net: Deep Feature Transfer-Based Stacked Autoencoder Network for DME Diagnosis

by Ghada Atteia, Nagwan Abdel Samee, Hassan Zohair Hassan
Published 2021-09-01

A Machine Learning-Based Framework with Enhanced Feature Selection and Resampling for Improved Intrusion Detection

by Fazila Malik, Qazi Waqas Khan, Atif Rizwan, Rana Alnashwan, Ghada Atteia
Published 2024-06-01

CADFU for Dermatologists: A Novel Chronic Wounds & Ulcers Diagnosis System with DHuNeT (Dual-Phase Hyperactive UNet) and YOLOv8 Algorithm

by Syed Muhammad Ahmed Hassan Shah, Atif Rizwan, Ghada Atteia, Maali Alabdulhafith
Published 2023-10-01

Deep-Learning-Based Feature Extraction Approach for Significant Wave Height Prediction in SAR Mode Altimeter Data

by Ghada Atteia, Michael J. Collins, Abeer D. Algarni, Nagwan Abdel Samee
Published 2022-11-01

A Novel Hybrid Clustering Approach Based on Black Hole Algorithm for Document Clustering

by Fazila Malik, Salabat Khan, Atif Rizwan, Ghada Atteia, Nagwan Abdel Samee
Published 2022-01-01

CNN-Hyperparameter Optimization for Diabetic Maculopathy Diagnosis in Optical Coherence Tomography and Fundus Retinography

by Ghada Atteia, Nagwan Abdel Samee, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim
Published 2022-09-01

An autonomous mixed data oversampling method for AIOT-based churn recognition and personalized recommendations using behavioral segmentation

by Ghulam Fatima, Salabat Khan, Farhan Aadil, Do Hyuen Kim, Ghada Atteia, Maali Alabdulhafith
Published 2024-01-01

Deep Learning Cascaded Feature Selection Framework for Breast Cancer Classification: Hybrid CNN with Univariate-Based Approach

by Nagwan Abdel Samee, Ghada Atteia, Souham Meshoul, Mugahed A. Al-antari, Yasser M. Kadah
Published 2022-10-01

Hybrid Feature Reduction Using <i>PCC</i>-Stacked Autoencoders for Gold/Oil Prices Forecasting under COVID-19 Pandemic

by Nagwan Abdel Samee, Ghada Atteia, Reem Alkanhel, Amel Ali Alhussan, Hussah Nasser AlEisa
Published 2022-03-01

Aggression Detection in Social Media from Textual Data Using Deep Learning Models

by Umair Khan, Salabat Khan, Atif Rizwan, Ghada Atteia, Mona M. Jamjoom, Nagwan Abdel Samee
Published 2022-05-01

Clinical Decision Support Framework for Segmentation and Classification of Brain Tumor MRIs Using a U-Net and DCNN Cascaded Learning Algorithm

by Nagwan Abdel Samee, Tahir Ahmad, Noha F. Mahmoud, Ghada Atteia, Hanaa A. Abdallah, Atif Rizwan
Published 2022-11-01

Identification of Review Helpfulness Using Novel Textual and Language-Context Features

by Muhammad Shehrayar Khan, Atif Rizwan, Muhammad Shahzad Faisal, Tahir Ahmad, Muhammad Saleem Khan, Ghada Atteia
Published 2022-09-01

Arabic Sentiment Analysis and Sarcasm Detection Using Probabilistic Projections-Based Variational Switch Transformer

by S. Muhammad Ahmed Hassan Shah, Syed Faizan Hussain Shah, Asad Ullah, Atif Rizwan, Ghada Atteia, Maali Alabdulhafith
Published 2023-01-01

A Hybrid Deep Transfer Learning of CNN-Based LR-PCA for Breast Lesion Diagnosis via Medical Breast Mammograms

by Nagwan Abdel Samee, Amel A. Alhussan, Vidan Fathi Ghoneim, Ghada Atteia, Reem Alkanhel, Mugahed A. Al-antari, Yasser M. Kadah
Published 2022-06-01

Deep transfer learning with gravitational search algorithm for enhanced plant disease classification

by Mehdhar S.A.M. Al-Gaashani, Nagwan Abdel Samee, Reem Alkanhel, Ghada Atteia, Hanaa A. Abdallah, Asadulla Ashurov, Mohammed Saleh Ali Muthanna
Published 2024-04-01

Classification Framework for Medical Diagnosis of Brain Tumor with an Effective Hybrid Transfer Learning Model

by Nagwan Abdel Samee, Noha F. Mahmoud, Ghada Atteia, Hanaa A. Abdallah, Maali Alabdulhafith, Mehdhar S. A. M. Al-Gaashani, Shahab Ahmad, Mohammed Saleh Ali Muthanna
Published 2022-10-01