CV | Manal Mahmoud Ali Khayyat | Umm Al-Qura University

Qualifications

الدكتوراه

1442

البرمجة وعلوم الحاسب

جامعة الملك عبدالعزيز | المملكة العربية السعودية

الماجستير

2015

هندسة الحاسب الآلي

جامعة كونكورديا | كندا

البكالوريوس

2007

جامعة الملك عبدالعزيز | المملكة العربية السعودية

Scientific Research

Quantum differential evolution–optimized deep learning for water quality prediction in smart cities

2026

مقال في مجلة | ELSEVIER | مجلة الاسكندرية

Comparative Evaluation of Hybrid Multi-Classification Algorithms for Diagnosing Diabetes and Cardiovascular Diseases

2025

مقال في مجلة | Shimur Publications | Advances in Artificial Intelligence and Machine Learning

Developing an intelligent model for accurate detection of cyber threats in smart logistics networks

2025

مقال في مجلة | Institute of Advanced Science Extension | International Journal of Advanced and Applied Sciences

Developing an intelligent model for accurate detection of cyber threats in smart logistics networks

2025

مقال في مجلة | Institute of Advanced Science Extension | International Journal of Advanced and Applied Sciences

A deep learning-based approach for predicting COVID-19 diagnosis

2024

مقال في مجلة | Elsevier BV | Heliyon

Energy Community Management Based on Artificial Intelligence for the Implementation of Renewable Energy Systems in Smart Homes

2023

مقال في مجلة | MDPI | Electronics

Improved bacterial foraging optimization with deep learning based anomaly detection in smart cities

2023

مقال في مجلة | ELSEVIER | Alexandria Engineering Journal

Comparison between Regression Models, Support Vector Machine (SVM), and Artificial Neural Network (ANN) in River Water Quality Prediction

2022

مقال في مجلة | MDPI AG | Processes

Adaptive Parallel Seeker Optimization-based Route Planning for clustered WSN in smart cities

2022

مقال في مجلة | Elsevier Ltd. | Computers and Electrical Engineering

Chicken Swarm-Based Feature Subset Selection with Optimal Machine Learning Enabled Data Mining Approach

2022

مقال في مجلة | Multidisciplinary Digital Publishing Institute (MDPI) | Applied Sciences

Intelligent Deep Learning Enabled Oral Squamous Cell Carcinoma Detection and Classification Using Biomedical Images

2022

مقال في مجلة | Hindawi Publishing Corporation | Computational Intelligence and Neuroscience

An Intelligent Multi-agent Based Model for Collaborative Logistics Systems

2015

ورقة مؤتمر | Elsevier BV | Transportation Research Procedia

How Open is Open? A Study of Two Irish Open Government Data Websites

2021

مقال في مجلة | National Research University Higher School of Economics | Public Administration Issues

Blockchain enabled optimal Hopfield Chaotic Neural network based secure encryption technique for industrial internet of things environment

2022

مقال في مجلة | Alexandria University | Alexandria Engineering Journal

3D Input Convolutional Neural Network for SSVEP Classification in Design of Brain Computer Interface for Patient User

2022

مقال في مجلة | Hindawi Publishing Corporation | Computational and Mathematical Methods in Medicine

Scalability of Pervasive Communication Networks in IoT

2022

مقال في مجلة | IGI Global | International Journal of Hyperconnectivity and the Internet of Things

Deep reinforcement learning approach for manuscripts image classification and retrieval

2022

مقال في مجلة | Springer | Multimedia Tools and Applications

Historical Arabic Images Classification and Retrieval Using Siamese Deep Learning Model

2022

مقال في مجلة | Tech Science Press | CMC - Computers, Materials & Continua

Manuscripts Image Retrieval Using Deep Learning Incorporating a Variety of Fusion Levels

2020

مقال في مجلة | IEEE | IEEE Access Journal

Towards Author Recognition of Ancient Arabic Manuscripts Using Deep Learning: A Transfer Learning Approach

2020

مقال في مجلة | University of Bahrain | International Journal of Computing and Digital Systems, (IJCDS)

A Deep Learning Based Prediction of Arabic Manuscripts Handwriting Style

2020

مقال في مجلة | Zarqa University | International Arab Journal of Information Technology, (IAJIT)

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CV

Qualifications

الدكتوراه

الماجستير

البكالوريوس

Scientific Research

Quantum differential evolution–optimized deep learning for water quality prediction in smart cities

Comparative Evaluation of Hybrid Multi-Classification Algorithms for Diagnosing Diabetes and Cardiovascular Diseases

Developing an intelligent model for accurate detection of cyber threats in smart logistics networks

Developing an intelligent model for accurate detection of cyber threats in smart logistics networks

A deep learning-based approach for predicting COVID-19 diagnosis

Energy Community Management Based on Artificial Intelligence for the Implementation of Renewable Energy Systems in Smart Homes

Improved bacterial foraging optimization with deep learning based anomaly detection in smart cities

Comparison between Regression Models, Support Vector Machine (SVM), and Artificial Neural Network (ANN) in River Water Quality Prediction

Adaptive Parallel Seeker Optimization-based Route Planning for clustered WSN in smart cities

Chicken Swarm-Based Feature Subset Selection with Optimal Machine Learning Enabled Data Mining Approach

Intelligent Deep Learning Enabled Oral Squamous Cell Carcinoma Detection and Classification Using Biomedical Images

An Intelligent Multi-agent Based Model for Collaborative Logistics Systems

How Open is Open? A Study of Two Irish Open Government Data Websites

Blockchain enabled optimal Hopfield Chaotic Neural network based secure encryption technique for industrial internet of things environment

3D Input Convolutional Neural Network for SSVEP Classification in Design of Brain Computer Interface for Patient User

Scalability of Pervasive Communication Networks in IoT

Deep reinforcement learning approach for manuscripts image classification and retrieval

Historical Arabic Images Classification and Retrieval Using Siamese Deep Learning Model

Manuscripts Image Retrieval Using Deep Learning Incorporating a Variety of Fusion Levels

Towards Author Recognition of Ancient Arabic Manuscripts Using Deep Learning: A Transfer Learning Approach

A Deep Learning Based Prediction of Arabic Manuscripts Handwriting Style

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