HAYDER HASAN OUDAH AL-GHANIMI

@hilla-unc.edu.iq

Hilla university college

HAYDER HASAN OUDAH AL-GHANIMI


                                 Download Compact PDF  
https://researchid.co/hayder_ok

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science
17

Scopus Publications

43

Scholar Citations

5

Scholar h-index

1

Scholar i10-index

Scopus Publications

  • A CNN-Based Framework for Enhancing Image Segmentation and Scene Interpretation in Fake Colorized Images: Addressing Challenges in Image Analysis and Understanding
    Hayder H.O. Al-Ghanimi, Amir Lakizadeh
    Ingenierie Des Systemes D Information, 2025
  • Deep Learning-Driven Medical Image Segmentation Using Generative Adversarial Networks and Conditional Neural Networks
    Hayder H. O. Al-Ghanimi, Ahmed H. O. Al-Ghanimi
    Ingenierie Des Systemes D Information, 2025
  • End-to-End Detection of Fake Colorized Images Using CNN Framework with Multi-Colour Space Analysis
    International Journal of Intelligent Engineering and Systems, 2025
  • Application of the use of E-learning with the internet of things: Future trends and opportunities for the researcher
    Hayder Al Ghanimi, Ahmed Al Ghanimi, Refad E. Alsaddon, Ali Mooaid Salman Almadhachi
    Aip Conference Proceedings, 2024
  • Swag Technique and Dirichlet Distribution to Address Non-Iid Data in Federated Learning
    International Journal of Membrane Science and Technology, 2023
  • Development of technique for Increasing Directivity Different Shaped Microstrip Patch Antenna
    Tamarah Alaa Diame, Haitham Bashar Qasim, Hayder Al-Ghanimi, Ahmed Hussain, Omad Aldeen Hussen, et al.
    2023 3rd International Conference on Advancement in Electronics and Communication Engineering Aece 2023, 2023
    The main scope of this project is to produce a simulation for both H shaped and T shaped rectangular microstrip patch antennas with dielectric substrate of FR4 epoxy to increase the directivity at a frequency of 2.5 GHz. The patch antenna's rectangular dielectric substrate is 1.6 mm thick and has a dielectric constant of 4.4. The sample size of H shaped and T shaped rectangular patch antennas samples of 20 each. The total sample size is 40 and the impedance of bandwidth is over 60.72 % and return loss of directivity is -46 dB. The Directivity of the H-shaped patch antenna's rectangular patch antenna is 3.5740 better than the T shaped patch antenna with 1.5040 at 2.5GHz. From the result it is observed that the rectangular microstrip patch antenna of H shaped is better than T shaped and is used for improving high directivity.
  • Advanced Gender Detection Using Deep Learning Algorithms Through Hand X-Ray Images
    Abdullah A. Jabber, Ali Kareem Abbas, Z.H. Kareem, R.Q. Malik, Hayder Al-Ghanimi, et al.
    Proceedings International Conference on Developments in Esystems Engineering Dese, 2023
    Identifying the gender, race, age, and stature of the target during the forensic inquiry is a critical stage in various events such as accidents, bombings, terrorism, wars, and disasters. In this paper, an application has been developed that uses hand X-rays to identify and determine gender for medical applications such as special cases where diagnosing the gender is difficult, like accidents in which the hand is amputated and unknown, severe burns, and in old skeletal structures using deep learning models. For comparative purposes, GoogLeNet and ResNet-18 were employed. Gender determination using hand X-rays yielded positive results. The accuracy of gender detection in the model GoogLeNet (validation, training, test, and total) is (76.67%, 96.68%, 53.33%, and 89.5%) respectively, while the accuracy of gender detection in the model ResNet-18 (validation, training, test, and total) are (80%, 99.29%, 87.5%, 94.63%) respectively. The ResNet-18 model was adopted as the best model for gender detection and determination because high results were obtained. Simulation results showed acceptable results with high accuracy in diagnosis, where the highest gender determination rate was obtained through hand X-ray analysis at 94.63%.
  • Capacity Enhancement Technique via CRAT in an MU-MIMO System with Statistical Power Analysis
    Tamarah Alaa Diame, Ali Hussein Alrubayi, Hayder Al-Ghanimi, Omad Aldeen Hussen, Haider Alchilibi, et al.
    2023 3rd International Conference on Advancement in Electronics and Communication Engineering Aece 2023, 2023
    This study aims to compare the effectiveness of the CRA technique and PRA technique in an MU-MIMO system and determine which technique can better enrich the total capacity of the system. Group 1 developed the cooperative resource allocation algorithm, while Group 2 created the priority resource allocation algorithm. The statistical power analysis was performed using a G power level of 80% and an alpha value of 0.061. The study is expected to provide insights into the effectiveness of CRA and PRA techniques in an MU-MIMO system and determine which technique can better enrich the total capacity of the system. The study will also provide recommendations on the optimal number of users and resources that should be used to achieve the best performance using CRA and PRA techniques. The novel CRA technique outperforms the PRA technique in terms of sum capacity performance for the MU-MIMO of the wireless network.
  • Detection system implementation in streaming video with High standard Accuracy Using Single-Shot Multi-Box Detector system with CNN
    Malik Jawarneh, Mohammed Q. Mohammed, Hayder Al-Ghanimi, Hussein Alaa Diame, Alaa M. Lafta, et al.
    2023 3rd International Conference on Advancement in Electronics and Communication Engineering Aece 2023, 2023
    The purpose of this study is to compare the Single Shot Multi box Detector with the CNN algorithm approach for detecting face masks (SSD). The study consists of two groups: SSD and CNN algorithm approach, each with a sample size of 20. The pretest power used in the simulation was 0.8. accuracy values are computed to assess how well the SSD and CNN algorithm's function. The accuracy of the CNN algorithm technique and SSD was 92.65% and 81.76%, respectively. Given that the model's p (2-tailed) value is 0.000, the two groups differ significantly from one another. Inthis study, it was discovered that the CNN algorithm approach outperformed SSD substantially in terms of accuracy.
  • Detection of Attacks by Assessing the Performance of MD2, MD5 and SHA-1 Hashing Algorithms
    Hayder Al-Ghanimi, Mohammed Q. Mohammed, Malik Kareem Kadhim Alzeyadi, Tamarah Alaa Diame, Faris Hassan Taha Aldabbagh, et al.
    Proceedings of International Conference on Contemporary Computing and Informatics Ic3i 2023, 2023
    In today's data-centric world, there is a significant emphasis on ensuring data security in order to protect valuable and confidential information. Data integrity plays a crucial role in this context as it guarantees the accuracy, consistency, and protection of data. In order to instill a high degree of belief in the integrity of a message, it is necessary to employ mechanisms that prevent any form of alteration or loss of data during transmission. One commonly used technique for this purpose. The given paper presents the comparison of hashing algorithms namely MD2, MD5 and SHA-1 based on parameters like bits changed and intervened time.
  • Real Time Investigation of IoT Based Sun Follower
    Yusmi bin Mohd Yunus, Abdul Razzaq T. Zaboun, Hayder Al-Ghanimi, Hussein Alaa Diame, Alaa M. Lafta, et al.
    Proceedings of International Conference on Contemporary Computing and Informatics Ic3i 2023, 2023
  • S-Slot Antenna Design for the Application of ISM in Order to Obtain High Gain
    Haider Alchilibi, Ali Hussein Alrubayi, Hayder Al-Ghanimi, Tamarah Alaa Diame, Faris Hassan Taha, et al.
    2023 3rd International Conference on Advancement in Electronics and Communication Engineering Aece 2023, 2023
  • Antenna Microstrip Patch Antenna Design of T Shape and Rectangular Shape for Improved Directivity
    Zahraa N. Abdulhussain, Haitham Bashar Qasim, Hayder Al-Ghanimi, Alaa. Shather, Hawraa Ali Sabah, et al.
    2023 3rd International Conference on Advancement in Electronics and Communication Engineering Aece 2023, 2023
  • Augmented Selection of Cluster Heads and Enlightening Network Lifetime in Underwater Wireless Sensor Networks Using Grey Wolf Optimization (GWO)
    Snehal Hole, Abdul Razzaq T. Zaboun, Hayder Al-Ghanimi, Omad Aldeen Hussen, Haider Alchilibi, et al.
    Proceedings of International Conference on Contemporary Computing and Informatics Ic3i 2023, 2023
  • Design a Novel Z-Shaped Antenna Using Rogers Substrate for Microwave Access Operations
    Hussein Alaa Diame, Haitham Bashar Qasim, Hayder Al-Ghanimi, Maryam Ghassan Majeed, Zahraa N. Abdulhussain, et al.
    2023 3rd International Conference on Advancement in Electronics and Communication Engineering Aece 2023, 2023
  • Fuzzy and LDR Based Sun Follower System
    Shaliza Alwi, Ali Hussein Alrubayi, Hayder Al-Ghanimi, Maryam Ghassan Majeed, Zahraa N.Abdulhussain, et al.
    Proceedings of International Conference on Contemporary Computing and Informatics Ic3i 2023, 2023
  • Incorporation of Agents with Ontology to Develop a Healthcare Assessment Provision System
    Yogesh Hole, Alaa Shather, Ali Hussein Alrubayi, Hawraa Ali Sabah, Hayder Al-Ghanimi, et al.
    Proceedings of International Conference on Contemporary Computing and Informatics Ic3i 2023, 2023

RECENT SCHOLAR PUBLICATIONS

  • End-to-End Detection of Fake Colorized Images Using CNN Framework with Multi-Colour Space Analysis.
    H Al-Ghanimi, A Lakizadeh
    International Journal of Intelligent Engineering & Systems 18 (3) , 2025
    2025
  • A CNN-Based Framework for Enhancing Image Segmentation and Scene Interpretation in Fake Colorized Images: Addressing Challenges in Image Analysis and Understanding
    HHO Al-Ghanimi, A Lakizadeh
    Ingenierie des Systemes d'Information 30 (2), 517 , 2025
    2025
  • Deep Learning-Driven Medical Image Segmentation Using Generative Adversarial Networks and Conditional Neural Networks
    HHO Al-Ghanimi, AHO Al-Ghanimi
    Ingénierie des Systèmes d’Information 30 (1), 287-300 , 2025
    2025
    Citations: 5
  • Detecting Fake Colorized Images: An End-to-End CNN Framework with Multi-Color Space Analysis
    H AL-GHANIMI, A Lakizadeh
    2024
  • Detecting Fake Colorized Images: An End-to-End CNN Framework with Multi-Color Space Analysis
    ALG Hayder, A Lakizadeh
    2024
    Citations: 1
  • Application of the use of E-learning with the internet of things: Future trends and opportunities for the researcher
    H Al Ghanimi, A Al Ghanimi, RE Alsaddon, AMS Almadhachi
    AIP Conference Proceedings 3229 (1), 040001 , 2024
    2024
    Citations: 6
  • Advanced gender detection using deep learning algorithms through hand X-ray images
    AA Jabber, AK Abbas, ZH Kareem, RQ Malik, H Al-Ghanimi, GA Shadeed
    2023 16th International Conference on Developments in eSystems Engineering … , 2023
    2023
    Citations: 5
  • Antenna Microstrip Patch Antenna Design of T Shape and Rectangular Shape for Improved Directivity
    ZN Abdulhussain, HB Qasim, H Al-Ghanimi, A Shather, HA Sabah, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023
  • Capacity Enhancement Technique via CRAT in an MU-MIMO System with Statistical Power Analysis
    TA Diame, AH Alrubayi, H Al-Ghanimi, OA Hussen, H Alchilibi, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023
  • Development of technique for Increasing Directivity Different Shaped Microstrip Patch Antenna
    TA Diame, HB Qasim, H Al-Ghanimi, A Hussain, OA Hussen, ZL Naser
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023
  • Detection system implementation in streaming video with High standard Accuracy Using Single-Shot Multi-Box Detector system with CNN
    M Jawarneh, MQ Mohammed, H Al-Ghanimi, HA Diame, AM Lafta, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023
  • S-Slot Antenna Design for the Application of ISM in Order to Obtain High Gain
    H Alchilibi, AH Alrubayi, H Al-Ghanimi, TA Diame, FH Taha, M Altaee
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023
  • Design a novel Z-shaped antenna using Rogers substrate for microwave access operations
    HA Diame, HB Qasim, H Al-Ghanimi, MG Majeed, ZN Abdulhussain, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023
    Citations: 2
  • Convolutional Neural Network-Based Deep Learning Model Evaluation of Imbalanced Leukocyte Classification Datasets
    AAG Jameela Ali Alkrimi, Hayder Al-Ghanimi, Raja Salih Mohammed
    Chinese Journal of Computational Mechanics 20 (5), 594-600 , 2023
    2023
  • Incorporation of Agents with Ontology to Develop a Healthcare Assessment Provision System
    Y Hole, A Shather, AH Alrubayi, HA Sabah, H Al-Ghanimi, H Alchilibi
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023
    Citations: 10
  • Real Time Investigation of IoT Based Sun Follower
    H Mohd Yunus, Yusmi bin and Zaboun, Abdul Razzaq T. and Al-Ghanimi, Hayder ...
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023
  • Augmented Selection of Cluster Heads and Enlightening Network Lifetime in Underwater Wireless Sensor Networks Using Grey Wolf Optimization (GWO)
    SR Hole, Snehal and Zaboun, Abdul Razzaq T. and Al-Ghanimi, Hayder and ...
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023
  • Incorporation of Agents with Ontology to Develop a Healthcare Assessment Provision System
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023
  • Fuzzy And LDR Based Sun Follower System
    H Alwi, Shaliza and Alrubayi, Ali Hussein and Al-Ghanimi, Hayder and Majeed ...
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023
  • Swag Technique and Dirichlet Distribution to Address Non-Iid Data in Federated Learning
    A Al-Ghanimi, H Al-Ghanimi
    International Journal 10 (2), 1382-1396 , 2023
    2023
    Citations: 4

MOST CITED SCHOLAR PUBLICATIONS

  • Incorporation of Agents with Ontology to Develop a Healthcare Assessment Provision System
    Y Hole, A Shather, AH Alrubayi, HA Sabah, H Al-Ghanimi, H Alchilibi
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023.0
    Citations: 10
  • Application of the use of E-learning with the internet of things: Future trends and opportunities for the researcher
    H Al Ghanimi, A Al Ghanimi, RE Alsaddon, AMS Almadhachi
    AIP Conference Proceedings 3229 (1), 040001 , 2024
    2024.0
    Citations: 6
  • Students' perceptions of e-learning and its effects on student outcomes amid the Covid 19 outbreak
    A Al-Ghanimi, H Al-Ghanimi
    Turkish Journal of Computer and Mathematics Education 12 (2), 2390-2396 , 2021
    2021.0
    Citations: 6
  • Deep Learning-Driven Medical Image Segmentation Using Generative Adversarial Networks and Conditional Neural Networks
    HHO Al-Ghanimi, AHO Al-Ghanimi
    Ingénierie des Systèmes d’Information 30 (1), 287-300 , 2025
    2025.0
    Citations: 5
  • Advanced gender detection using deep learning algorithms through hand X-ray images
    AA Jabber, AK Abbas, ZH Kareem, RQ Malik, H Al-Ghanimi, GA Shadeed
    2023 16th International Conference on Developments in eSystems Engineering … , 2023
    2023.0
    Citations: 5
  • Swag Technique and Dirichlet Distribution to Address Non-Iid Data in Federated Learning
    A Al-Ghanimi, H Al-Ghanimi
    International Journal 10 (2), 1382-1396 , 2023
    2023.0
    Citations: 4
  • Design a novel Z-shaped antenna using Rogers substrate for microwave access operations
    HA Diame, HB Qasim, H Al-Ghanimi, MG Majeed, ZN Abdulhussain, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023.0
    Citations: 2
  • Opportunistic Communication in Highly Congested and Dynamic Urban Areas
    H Al-Ghanimi, M Radenkovic, A Hassan
    IOSR Journal of Engineering (IOSRJEN) 3 (10), 46-52 , 2013
    2013.0
    Citations: 2
  • Detection of Attacks by Assessing the Performance of MD2, MD5 and SHA-1 Hashing Algorithms
    M Al-Ghanimi, Hayder and Mohammed, Mohammed Q. and Kadhim Alzeyadi, Malik ...
    2023 6th International Conference on Contemporary Computing and Informatics … , 0
    Citations: 2
  • Detecting Fake Colorized Images: An End-to-End CNN Framework with Multi-Color Space Analysis
    ALG Hayder, A Lakizadeh
    2024.0
    Citations: 1
  • End-to-End Detection of Fake Colorized Images Using CNN Framework with Multi-Colour Space Analysis.
    H Al-Ghanimi, A Lakizadeh
    International Journal of Intelligent Engineering & Systems 18 (3) , 2025
    2025.0
  • A CNN-Based Framework for Enhancing Image Segmentation and Scene Interpretation in Fake Colorized Images: Addressing Challenges in Image Analysis and Understanding
    HHO Al-Ghanimi, A Lakizadeh
    Ingenierie des Systemes d'Information 30 (2), 517 , 2025
    2025.0
  • Detecting Fake Colorized Images: An End-to-End CNN Framework with Multi-Color Space Analysis
    H AL-GHANIMI, A Lakizadeh
    2024.0
  • Antenna Microstrip Patch Antenna Design of T Shape and Rectangular Shape for Improved Directivity
    ZN Abdulhussain, HB Qasim, H Al-Ghanimi, A Shather, HA Sabah, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023.0
  • Capacity Enhancement Technique via CRAT in an MU-MIMO System with Statistical Power Analysis
    TA Diame, AH Alrubayi, H Al-Ghanimi, OA Hussen, H Alchilibi, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023.0
  • Development of technique for Increasing Directivity Different Shaped Microstrip Patch Antenna
    TA Diame, HB Qasim, H Al-Ghanimi, A Hussain, OA Hussen, ZL Naser
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023.0
  • Detection system implementation in streaming video with High standard Accuracy Using Single-Shot Multi-Box Detector system with CNN
    M Jawarneh, MQ Mohammed, H Al-Ghanimi, HA Diame, AM Lafta, ...
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023.0
  • S-Slot Antenna Design for the Application of ISM in Order to Obtain High Gain
    H Alchilibi, AH Alrubayi, H Al-Ghanimi, TA Diame, FH Taha, M Altaee
    2023 3rd International Conference on Advancement in Electronics … , 2023
    2023.0
  • Convolutional Neural Network-Based Deep Learning Model Evaluation of Imbalanced Leukocyte Classification Datasets
    AAG Jameela Ali Alkrimi, Hayder Al-Ghanimi, Raja Salih Mohammed
    Chinese Journal of Computational Mechanics 20 (5), 594-600 , 2023
    2023.0
  • Real Time Investigation of IoT Based Sun Follower
    H Mohd Yunus, Yusmi bin and Zaboun, Abdul Razzaq T. and Al-Ghanimi, Hayder ...
    2023 6th International Conference on Contemporary Computing and Informatics … , 2023
    2023.0