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Scopus Author ID: 57218570964
SciProfiles: 880409
ResearcherID: GRF-1399-2022

Biography

MANAL M. KHAYYAT received the B.Sc. degree (Hons.) in Computer Science from King Abdulaziz University, Saudi Arabia, in 2007, the M.Sc. degree in Applied Science of Quality Systems Engineering from Concordia University, Canada, in 2015, and the Ph.D. degree in Computer Science from King Abdulaziz University in 2020. She worked at the IT Department, Effat University, Saudi Arabia, from 2007 to 2010. She also worked as a Lecturer at King Abdulaziz University, from 2012 to 2019. She is currently working as an Associate Professor at Umm Al-Qura University, Saudi Arabia. Her research interests include Computer Vision, Image Processing, NLP, Deep Learning, IoT, and Smart Cities.

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Employment (1)

Umm Al-Qura University: Makkah, SA

2012-05-01 to present | Dr. (Computer Science and Artificial Intelligence)
Employment
Source: Self-asserted source
Dr. Manal M. Khayyat

Works (18)

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

Electronics
2024 | Journal article
DOI: 10.3390/ELECTRONICS13020380
WOSUID: WOS:001149477700001
Contributors: Khayyat, Manal Mahmoud; Sami, Benslama
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A deep learning-based approach for predicting COVID-19 diagnosis

Heliyon
2024-04-15 | Journal article
DOI: 10.1016/j.heliyon.2024.e28031
Part of ISSN: 2405-8440
Contributors: Raafat M. Munshi; Mashael M. Khayyat; Sami Ben Slama; Manal Mahmoud Khayyat; Dr. Manal M. Khayyat
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Dr. Manal M. Khayyat

Smart Grid 2.0: Modeling Peer-to-Peer Trading Community and Incentives for Prosumers in the Transactive Energy Grid

Engineering, Technology & Applied Science Research
2024-04-02 | Journal article
DOI: 10.48084/etasr.7001
Part of ISSN: 1792-8036
Part of ISSN: 2241-4487
Contributors: Manal Mahmoud Khayyat; Sami Ben Slama
Source: Self-asserted source
Dr. Manal M. Khayyat

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

Alexandria Engineering Journal
2023-07 | Journal article
DOI: 10.1016/j.aej.2023.05.082
Contributors: Manal M. Khayyat
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Adaptive Parallel Seeker Optimization-based Route Planning for clustered WSN in smart cities

Computers & Electrical Engineering
2022 | Journal article
DOI: 10.1016/J.COMPELECENG.2022.108289
WOSUID: WOS:000839322000006
Contributors: Mansour, Romany F.; Abdel-Khalek, Sayed; Basha, Shaik Mahaboob; Khayyat, Manal M.; Elnaim, Bushra M. E.; Shankar, Vishnu
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Blockchain enabled optimal Hopfield Chaotic Neural network based secure encryption technique for industrial internet of things environment

AEJ - Alexandria Engineering Journal
2022 | Journal article
DOI: 10.1016/J.AEJ.2022.05.0021110-0168
WOSUID: WOS:000808479100003
Contributors: Khayyat, Manal M.; Khayyat, Mashael M.; Abdel-Khalek, S.; Mansour, Romany F.
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Chicken Swarm-Based Feature Subset Selection with Optimal Machine Learning Enabled Data Mining Approach

Applied Sciences
2022 | Journal article
DOI: 10.3390/APP12136787
WOSUID: WOS:000823686500001
Contributors: Hamdi, Monia; Hilali-Jaghdam, Ines; Khayyat, Manal M.; Elnaim, Bushra M. E.; Abdel-Khalek, Sayed; Mansour, Romany F.
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Historical Arabic Images Classification and Retrieval Using Siamese Deep Learning Model

Computers, Materials and Continua
2022 | Journal article
DOI: 10.32604/cmc.2022.024975
EID:

2-s2.0-85125377139

Part of ISSN: 15462226 15462218
Contributors: Khayyat, M.M.; Elrefaei, L.A.; Khayyat, M.M.
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HOW OPEN IS OPEN? A STUDY OF TWO IRISH OPEN GOVERNMENT DATA WEBSITES

Voprosy Gosudarstvennogo I Munitsipalnogo Upravleniya-Public Administration Issues
2022 | Journal article
DOI: 10.17323/1999-5431-2022-0-5-30-44
WOSUID: WOS:000795544500003
Contributors: Khayyat, Mashael; Aboulola, Omar; Khayyat, Manal
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Comparison between Regression Models, Support Vector Machine (SVM), and Artificial Neural Network (ANN) in River Water Quality Prediction

Processes
2022-08-20 | Journal article
DOI: 10.3390/pr10081652
Contributors: Nur Najwa Mohd Rizal; Gasim Hayder; Mohammed Mnzool; Bushra M. E. Elnaim; Adil Omer Yousif Mohammed; Manal M. Khayyat
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Intelligent Deep Learning Enabled Oral Squamous Cell Carcinoma Detection and Classification Using Biomedical Images

Computational Intelligence and Neuroscience
2022-06-30 | Journal article
DOI: 10.1155/2022/7643967
Contributors: Adwan A. Alanazi; Manal M. Khayyat; Mashael M. Khayyat; Bushra M. Elamin Elnaim; Sayed Abdel-Khalek; Abdul Rehman Javed
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Deep reinforcement learning approach for manuscripts image classification and retrieval

Multimedia Tools and Applications
2022-05 | Journal article
DOI: 10.1007/s11042-022-12572-1
Contributors: Manal M. Khayyat; Lamiaa A. Elrefaei
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3D Input Convolutional Neural Network for SSVEP Classification in Design of Brain Computer Interface for Patient User

Computational and Mathematical Methods in Medicine
2022-05-04 | Journal article
DOI: 10.1155/2022/8452002
Contributors: Zeki Oralhan; Burcu Oralhan; Manal M. Khayyat; Sayed Abdel-Khalek; Romany F. Mansour; Deepika Koundal
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Scalability of Pervasive Communication Networks in IoT

International Journal of Hyperconnectivity and the Internet of Things
2022-02-24 | Journal article
DOI: 10.4018/IJHIoT.294895
Contributors: Manal Khayyat; Nadine Akkari
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A deep learning based prediction of arabic manuscripts handwriting style

International Arab Journal of Information Technology
2020 | Journal article
DOI: 10.34028/iajit/17/5/3
EID:

2-s2.0-85089581623

Part of ISSN: 23094524 16833198
Contributors: Khayyat, M.; Elrefaei, L.
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Dr. Manal M. Khayyat via Scopus - Elsevier
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Manuscripts Image Retrieval Using Deep Learning Incorporating a Variety of Fusion Levels

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3010882
Contributors: Manal M. Khayyat; Lamiaa A. Elrefaei
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Towards Author Recognition of Ancient Arabic Manuscripts Using Deep Learning: A Transfer Learning Approach

International Journal of Computing and Digital Systems
2020 | Journal article
DOI: 10.12785/ijcds/090502
EID:

2-s2.0-85091423432

Part of ISSN: 2210142X
Contributors: Khayyat, M.M.; Elrefaei, L.A.
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Dr. Manal M. Khayyat via Scopus - Elsevier

An Intelligent Multi-agent Based Model for Collaborative Logistics Systems

Transportation Research Procedia
2016 | Conference paper
DOI: 10.1016/j.trpro.2016.02.069
EID:

2-s2.0-85021254376

Part of ISSN: 23521465 23521457
Contributors: Khayyat, M.; Awasthi, A.
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Dr. Manal M. Khayyat via Scopus - Elsevier
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