Summary

Graduated from Istanbul Technical University with a Doctor of Philosophy degree in Computer Engineering. His educational qualifications include a Bachelor of Science degree in Computer Engineering from 2005 and a Master of Science degree in Computer Engineering from the University of Duisburg-Essen, Germany, in 2007. His research focuses on the challenges and solutions related to the evaluation and enhancement of artificial intelligence performance. He currently works as a member of the academic staff at the University of Baghdad.

Qualifications
  • Ph.D. Computer Engineering/AI, Istanbul Technical University - Turkey.
  • M.Sc. Computer Engineering, Duisburg-Essen University - Germany.
  • B.Sc. Electronics Engineering/Computers
Responsibility

Administrator of Systems and Applications Unit / Website division / Rectorate Office

Research Interests
  • Artificial Intelligence
  • Machine and Deep Learning technologies
  • Pattern Recognition
  • Recommendation Systems
  • Data and Web mining
  • AI in Network Security
  • Computer Hardware and Electronics
Academic Area
  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Pattern Recognition
  • Recommendation Systems
  • Image Processing
  • Computer Languages
  • Human Computer Interaction
Teaching
  • Java Programming (2011-2012) - College of Science - University of Baghdad.

  • Visual programming (2022-2023) - College of Science - University of Baghdad.

  • Image Processing (2023-2024) - College of Science - University of Baghdad.

  • Automation and Robotics I (2024-2025) - Al-Khwarizmi College of Engineering - University of Baghdad

  • Automation and Robotics II (2024-2025) - Al-Khwarizmi College of Engineering - University of Baghdad

Publication Date
Tue Jun 22 2021
Journal Name
Expert Systems
Hybrid intelligent technology for plant health using the fusion of evolutionary optimization and deep neural networks

Scopus (2)
Crossref (1)
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Publication Date
Sat Jan 14 2023
Journal Name
Ieee Xplore
HCI Performance metrics for Academic Management System of the University of Baghdad

Human-computer interaction (HCI) is a field that has spurred a lot of study and research related to interface evaluation. According to experts in the field, it is an essential tool for spreading the notion that a computer's user interaction should resemble interpersonal interactions and free-form conversations. HCI researchers initially concentrated on enhancing the usability of various computer interfaces. This study conducted knowledge-based information preparation and evaluated the implementation of an online academic management system at the University of Baghdad using the effectiveness, time-based efficiency, and satisfaction rates after task questionnaire procedure. Twenty-four users participated in the usability testing to observe th

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Publication Date
Fri Jan 01 2021
Journal Name
Computers, Materials & Continua
Fused and Modified Evolutionary Optimization of Multiple Intelligent Systems Using ANN, SVM approaches

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Scopus (6)
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Publication Date
Wed Jan 01 2020
Journal Name
International Journal Of Computational Intelligence Systems
Evolutionary Feature Optimization for Plant Leaf Disease Detection by Deep Neural Networks

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Scopus (34)
Crossref (36)
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Publication Date
Thu Oct 22 2020
Journal Name
2020 4th International Symposium On Multidisciplinary Studies And Innovative Technologies (ismsit)
Artificial Intelligence in Smart Agriculture: Modified Evolutionary Optimization Approach for Plant Disease Identification

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Scopus (7)
Crossref (6)
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Publication Date
Mon May 03 2021
Journal Name
DÜmf Mühendislik Dergisi
Hybrid Recommendation System Approach for appropriate developer selection in Bug Repositories

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Publication Date
Thu Oct 01 2009
Journal Name
High Performance Logistics: Methods And Technologies
High Performance Logistics

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Publication Date
Fri Apr 20 2012
Journal Name
International Journal Of Computer And Information Engineering
An Optimal Algorithm for HTML Page Building Process

An Optimal Algorithm for HTML Page Building Process

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Publication Date
Fri Nov 10 2023
Journal Name
2023 3rd International Scientific Conference Of Engineering Sciences (isces)
Using User Experience Metrics for Academic Management System of University of Baghdad

Interface evaluation has been the subject of extensive study and research in human-computer interaction (HCI). It is a crucial tool for promoting the idea that user engagement with computers should resemble casual conversations and interactions between individuals, according to specialists in the field. Researchers in the HCI field initially focused on making various computer interfaces more usable, thus improving the user experience. This study's objectives were to evaluate and enhance the user interface of the University of Baghdad's implementation of an online academic management system using the effectiveness, time-based efficiency, and satisfaction rates that comply with the task questionnaire process. We made a variety of interfaces f

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Publication Date
Sun Apr 28 2024
Journal Name
Journal Of Advances In Information Technology
Enhancement of Recommendation Engine Technique for Bug System Fixes

This study aims to develop a recommendation engine methodology to enhance the model’s effectiveness and efficiency. The proposed model is commonly used to assign or propose a limited number of developers with the required skills and expertise to address and resolve a bug report. Managing collections within bug repositories is the responsibility of software engineers in addressing specific defects. Identifying the optimal allocation of personnel to activities is challenging when dealing with software defects, which necessitates a substantial workforce of developers. Analyzing new scientific methodologies to enhance comprehension of the results is the purpose of this analysis. Additionally, developer priorities were discussed, especially th

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