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Haydar Abdulameer Marhoon

Assistant Professor•Al Ain University, Iraq•College of Engineering Technology

Vice-Chancellor

101

Scholar Pubs

Scopus Pubs

2,482

Scholar Citations

2,071

Scopus Citations

1,306

WoS Citations

h-index

Scopus(91)Google Scholar(101)ORCID Web of Science

Personal information

Arabic Name: حيدر عبد الامير مرهون عبود الخفاجي
English Name: Haydar Abdulameer Marhoon
Date of birth: 1979-02-24
The academic title: Assistant Professor
Certificate: Doctorate
General Specialization: Computer Engineering
Specific Specialization: Computer and Network Engineering
Email: haydar@alayen.edu.iq
Phones: 07711914662

Researcher's Scientific Achievements

The number of research papers

Google Scholar

101

Scopus

Web of Science

Citations number

Google Scholar

2482

Scopus

2071

Web of Science

1306

H-Index

Google Scholar

Scopus

Web of Science

Profile Views

Total Views

622

Education

Certificate

Certificate	University name	Country	Date of obtaining
Bachelor's Degree	UOTechnology	Iraq	2003-07-01
Master's Degree	UUM	Malaysia	2012-02-20
Doctorate	UUM	Malaysia	2017-01-20

Bachelor's Degree

University name:UOTechnology

Country:Iraq

Date of obtaining:2003-07-01

Master's Degree

University name:UUM

Country:Malaysia

Date of obtaining:2012-02-20

Doctorate

University name:UUM

Country:Malaysia

Date of obtaining:2017-01-20

Academic titles

The academic title	Date of obtaining
Assistant Lecturer	2012-09-01
Lecturer	2017-01-20
Assistant Professor	2020-06-11

Assistant Lecturer

Date of obtaining:2012-09-01

Lecturer

Date of obtaining:2017-01-20

Assistant Professor

Date of obtaining:2020-06-11

Work Positions

Administrative positions

Name	Date	To Date
Network Admin	2012-06-01	2012-09-01
Engineering	2003-07-01	2012-01-01
Vice-Chancellor	2020-12-01	Present

Network Admin

Date:2012-06-01

To Date:2012-09-01

Engineering

Date:2003-07-01

To Date:2012-01-01

Vice-Chancellor

Date:2020-12-01

To Date:Present

Research & Activities

Research interests

,Computer Network, WSN, Wireless Communication, Machines Learning AI

Skills in using scientific software

NS3

Collaborators

Suggested collaborators

Prof. Dr. Shafik S. Shafik

+2 mutual

Adnan hashim abdulkadhim

+2 mutual

Anmar Dulaimi

+2 mutual

Hakim S. Sultan Aljibori

+2 mutual

Abdul Amir Hassan Kadhum

+2 mutual

Saif Ali Abd Alradha Alsaidi

+2 mutual

Publications

105

Retraction notice to" Optimized video internet of things using elliptic curve cryptography based encryption and decryption"[Computers and Electrical Engineering 101 (2022) 108022]

Computers and Electrical Engineering, 111456, 2026

2026

A secure mist-fog-assisted cooperative offloading framework for sustainable smart city development

Digital Communications and Networks 12 (1), 165-179, 2026

2026Cited by 10

WoS

A Deep Learning-Enabled Blockchain Framework for Drone-Based IoT Healthcare Workflow

Blockchain: Research and Applications, 100505, 2026

2026

Optimized Relevance Vector Machine using Improved Manta-ray Foraging Algorithm for Groundwater Level Modeling

Water Resources Management 40 (8), 367, 2026

2026

WoS

Hybrid Ensemble Learning Framework Integrating a Time-Varying Decomposition Method and Optimization Technique for Accurate Disease Outbreak Prediction

Applied Soft Computing, 115486, 2026

2026

WoS

Traffic congestion estimation and control: A comprehensive review of the applied computational intelligence models

Archives of Computational Methods in Engineering 33 (1), 339-400, 2026

2026Cited by 15

WoS

Secure IoMT smartwatch-based blood glucose monitoring using multimodal activity and nutrition data with transfer learning

Scientific Reports, 2026

2026Cited by 6

WoS

A novel augmented reality and reinforcement learning empowered communication framework for underwater unmanned autonomous vehicle

Scientific Reports, 2026

2026Cited by 2

WoS

Towards intelligent air quality forecasting using integrated machine learning framework with variational mode decomposition and catboost feature selection

Scientific Reports, 2026

2026Cited by 3

WoS

ECT-DLM: Deep Learning-Based Empirical Curvelet Transform Approach

ICT for Intelligent Systems: Proceedings of ICTIS 2025, Volume 2 2, 37, 2026

2026

AUIQ Award for Iraqi Researchers: A Strategic Framework to Foster Research Excellence and Academic Competitiveness Across Iraqi Institutions

Ssrn

2025

ORCID

Designing Wireless Sensor Network Data Based Machine Learning Approach for Accurate Human Activity Recognition

Journal of Internet Services and Information Security

2025Cited by 14

ORCID

A Barrier-Based Machine Learning Approach for Intrusion Detection in Wireless Sensor Networks

Computers, Materials and Continua

2025Cited by 7

WoSORCID

LEACH-based approach using first-order model for energy efficient routing in WSNs for mobile diabetes patient monitoring

J Wireless Mobile Netw Ubiquitous Comput Dependable Appl. 2025; 16 (2): 105 …, 2025

2025Cited by 3

ECT-DLM: Deep Learning Based Empirical Curvelet Transform Approach for Thoracic Disease Diagnosis from X-RAY Images

ICTIS 2025, 2025

2025

Adaptive Federated Learning Empowered Wireless Localization Framework Using Vehicle Sensors

Journal of Applied Science and Technology Trends 6 (2), 2025

2025

Privacy-preserving communication in smart city transportation using elliptic curve cryptography

Scientific Reports 15 (1), 34342, 2025

2025Cited by 5

WoS

Blockchain-Integrated Edge-Cloud-Enabled Healthcare Data Analytics Based on Distributed Federated Learning and Deep Neural Networks

Mesopotamian Journal of CyberSecurity 5 (3), 1122-1140, 2025

2025Cited by 4

An evolutionary optimized automated machine learning approach to soil unconfined compressive strength prediction for sustainable transportation infrastructure

Transportation Geotechnics, 101550, 2025

2025Cited by 9

WoS

A PEGASIS RP based-Wireless Sensor Network-Enabled Smart Contact Lens for Real Time Ocular Monitoring

Results in Engineering, 105285, 2025

2025Cited by 7

WoS

Peer Reviews (ORCID)

Reviews

Journals

1times

Soft Computing

Clarivate PLC

2023

Personal information

Researcher's Scientific Achievements

The number of research papers

Citations number

H-Index

Profile Views

Education

Certificate

Academic titles

Work Positions

Administrative positions

Research & Activities

Research interests

Skills in using scientific software

Collaborators

Suggested collaborators

Publications

Retraction notice to&quot; Optimized video internet of things using elliptic curve cryptography based encryption and decryption&quot;[Computers and Electrical Engineering 101 (2022) 108022]

A secure mist-fog-assisted cooperative offloading framework for sustainable smart city development

A Deep Learning-Enabled Blockchain Framework for Drone-Based IoT Healthcare Workflow

Optimized Relevance Vector Machine using Improved Manta-ray Foraging Algorithm for Groundwater Level Modeling

Hybrid Ensemble Learning Framework Integrating a Time-Varying Decomposition Method and Optimization Technique for Accurate Disease Outbreak Prediction

Traffic congestion estimation and control: A comprehensive review of the applied computational intelligence models

Secure IoMT smartwatch-based blood glucose monitoring using multimodal activity and nutrition data with transfer learning

A novel augmented reality and reinforcement learning empowered communication framework for underwater unmanned autonomous vehicle

Towards intelligent air quality forecasting using integrated machine learning framework with variational mode decomposition and catboost feature selection

ECT-DLM: Deep Learning-Based Empirical Curvelet Transform Approach

AUIQ Award for Iraqi Researchers: A Strategic Framework to Foster Research Excellence and Academic Competitiveness Across Iraqi Institutions

Designing Wireless Sensor Network Data Based Machine Learning Approach for Accurate Human Activity Recognition

A Barrier-Based Machine Learning Approach for Intrusion Detection in Wireless Sensor Networks

LEACH-based approach using first-order model for energy efficient routing in WSNs for mobile diabetes patient monitoring

ECT-DLM: Deep Learning Based Empirical Curvelet Transform Approach for Thoracic Disease Diagnosis from X-RAY Images

Adaptive Federated Learning Empowered Wireless Localization Framework Using Vehicle Sensors

Privacy-preserving communication in smart city transportation using elliptic curve cryptography

Blockchain-Integrated Edge-Cloud-Enabled Healthcare Data Analytics Based on Distributed Federated Learning and Deep Neural Networks

An evolutionary optimized automated machine learning approach to soil unconfined compressive strength prediction for sustainable transportation infrastructure

A PEGASIS RP based-Wireless Sensor Network-Enabled Smart Contact Lens for Real Time Ocular Monitoring

Peer Reviews (ORCID)

Retraction notice to" Optimized video internet of things using elliptic curve cryptography based encryption and decryption"[Computers and Electrical Engineering 101 (2022) 108022]