Full Name: Dr. Abdulkareem Merhej Radhi Gender: Male Birthdate: 1959 Nationality: Iraq Degree: PhD Academic Title: Professor College\Center: College of Science
Departement: Computer Science Major: Computer Science Specialty: Artificial Intelligence Mother Language: Arabic Other Languages: English Work email: abdulkareem.merhej@nahrainuniv.edu.iq Personal email: abdulkareemradhi@gmail.com
EDUCATION
Name: Abdulkareem Merhej Radhi
Specialization: Ph.D. in Philosophy of Computer Science and Information Systems \ Artificial Intelligenceز
Ph.D. In Artificial Intelligence
Scientific Degree: Professor
M.Sc. in Information Security.
Work Address: AL-Nahrain University\ College of Sciences – Computer Science Dept.
• Bachelors in Physics- Baghdad University - 1981-1982
• M.Sc. In Computer Science and Information Systems - University of Technology-1987-1989
• Ph.D. in Computer Science / Artificial Intelligence - University of Technology- 2002-2006
Skills and Qualifications:
• Advanced Intelligent System- Pattern Recognition- Machine Learning- Information System- Information Security.
Research Interest
• Advanced Intelligence Systems
• Pattern Recognition
• Design and Analysis of Cryptographic Systems
• Design and Analysis of Databases Systems
• Software Engineering
RESEARCH EXPERIENCE
SUPERVISOR THESIS
Research Projects in the field of specialization to serve the community or the environment and the development of education.
Risk assessment optimization for decision support using intelligent model based on fuzzy inference renewable rules
Indonesian Journal of Electrical Engineering and Computer Science 19 (2 … 7 - 2020
Optimization of energy consumption and thermal comfort for intelligent building management system using genetic algorithm
SA Mohammed, OA Awad, AM Radhi
Indonesian Journal of Electrical Engineering and Computer Science 20 (3 … 6 2020
Diagnosis of Malaria Infected Blood Cell Digital Images using Deep Convolutional Neural Networks
M Jabbar, AM Radhi Iraqi Journal of Science 63 (01), 380-396 2022
Heart disease classification using optimized Machine learning algorithms MA Kadhim, AM Radhi-Iraqi Journal for Computer Science and Mathematics 4 (2), 31-42 2023
Adaptive Learning System of Ontology Using Semantic Web to Mining Data from Distributed Heterogeneous Environment - Iraqi Journal of Science 63 (2), 740-758 3
2022
Enhancement Digital Forensic Approach for Inter-Frame Video Forgery Detection Using a Deep Learning Technique
AM Radhi, MR Orabi
Iraqi Journal of Science 63 (6), 2686-2701 2
2022
Digital cyber forensics contribution for email analysis
SD Hamdi, AM Radhi
Journal of Engineering and Sustainable Development 24 (4), 9-19 1
2020
Framework for Decision Support Based on Hybrid of Ad hoc Intelligent Dynamic System
AM Radhi
CIT. Journal of Computing and Information Technology 28 (1), 11-20 1
2020
A Novel Technique in Data Mining Via Investing Social Analysis Tools
AM Radhi
International Journal of Engineering and Technology (IJET) 10 (No 5), 1363-1372 1
2018
Framework for Enhancement Performance of Heterogeneous System via Social Network Analysis
AM Radhi
Asian Journal of Computer and Information Systems 5 (02), 8-16 1
2017
Machine Learning for Text Categorization
AM Radhi
Computer Science Dept., University of Technology, Baghdad, Iraq 1
2006
Early stage prediction of COVID-19 Using machine learning model
MA Kadhim, AM Radhi
Wasit Journal of Computer and Mathematic Science 2 (1), 46-61 2023
Data Mining Methods for Extracting Rumors Using Social Analysis Tools
AM Radhi, M Zeno
Iraqi Journal of Science 63 (8), 3618-3627 2022
Enhancement Ear-based Biometric System Using a Modified AdaBoost Method
AM Radhi, SA Mohammed
Baghdad Science Journal 19 (6), 1346-1355 2022
Data Mining Methods for Extracting Rumors Using Social Analysis Tools
MM Zeno, AM Radhi
Iraqi Journal of Science 63 (8), 3618-3627 2022
Developing a Reliable System for Real-Life Emails Classification Using Machine Learning Approach
AM Radhi, SD Hamdi
The International Conference on Intelligent Systems & Networks 243 … 2021
Adaptive System to Improve Decision Making for Protecting Data Conveyed over WLAN
AM Radhi
International Journal of Engineering and Advanced Technology 19 (1), 6075-6080 2019
Integrated Cyber Forensic for E-Mail Analysis Framework
AM Radhi, S Dakheel
Indian Journal of Science and Technology 12 (27), 1-13 2019
A Novel System for Biometric Recognition based on Modification of Fuzzy Inference and Gradient Decent
AM Radhi
Journal of Advanced Research in Dynamical & Control Systems 11 (04), 792-798 2019
Face Recognition Based on Intelligent System
AM Radhi
International Journal on Future Revolution in Computer Science … 2019
A novel hybrid system with hierarchical semantic conceptual dependency parsing for documents text summarization
AM Radhi
International Journal of Engineering & Technology 7 (4), 5160-5166 2018
SWARM INTELLIGENT AGENTS OF E-MAIL CLASSIFICATION FOR CONTRIBUTION OF CYBER AND FORENSIC SYSTEM
AM Radhi
Journal of Global Research in Computer Science 8 (11), 1-7 2017
Social Network Analysis for Web-based Community
AM Radhi
International Journal of Engineering Research 6 (7), 357-360 2017
Lagrange Interpolating for Error Detection and correction in antijamming attack
AM Radhi
International Journal Of Engineering Research and General Science 3 (2), 409-414 2015
Software Protection from Piracy using Elliptic Curve
AM Radhi
International Journal of Computer Science Engineering and Technology 3 (6 … 2013
Adaptive Agent System for Ear Recognition Using Mathematical Model Approach
AM Radhi
Journal of Basic Education College 67 (11), 13-20 2011
Blackboard Agents For Standard Arabic Language Tokenization And Parsing
AM Radhi
Journal of Engineering and Development 14 (4), 20-33 2010
CONSTRUCTION OF AUTOMATED SYSTEM FOR INFORMATION EXTRACTION AND TEXT CATEGORIZATION
AM Radhi
Al-Nahrain Journal of Science 11 (3), 156-174 2008
Automated System for Text Categorization
AM Radhi
Technology University 2006
TEACHINING EXPERINENCE
Courses Taught in the Al-Nahrain, Technology Universities and Others
• Programming languages and data structures
• Artificial intelligence
• Encryption and Data security
• Advanced intelligent systems
• Mathematics
• Data security and Encryption systems
• Distributive databases
• Geometric analysis
• Numerical Analysis
• Discrete Mathematics
• Web design
• Pattern recognition
• Computer Graphics
• Internet of Things
• Data Mining
• Advanced Information System
SERVICE LEADERSHIP
• Careers:
• Programmer/ Systems Analyst- Ministry of Industry- 1982-1995.
• Director of Computer Center-Ministry of Finance - 1995-2002.
• Deputy Prime programmers and Ministry of Finance - 2003 - 2006.
• Lecturer - Ministry of Higher Education and Scientific Research, Al-Nahrain University. - 2007 – until now.
• Director of Avicenna for E-Learning-2013-2018.
• Director of Electronic Computer Center- 2014 - 2017.
• Member of Lecturer staff in Information and Communication college.
• Member of Lecturer staff in Al-Nahrain University- College of Sciences- Computer Science Dept-2019-until now.
• Member of the Scientific Promotions Committee in Al-Nahrain University.
• Member of the E-Learning committee in the Ministry of Higher Education 2013-2017.
Conferences, symposiums and workshops
Conferences which Participated:
1. Training Course in Data security - Baghdad-1982.
2. Course in Security of Data and Communications - University of Amsterdam / Netherlands -1985.
3. Conference and Training of Data Communications -France- 1990 .
4. Accepted Proposal Research - Development strategy of University Education - University of Baghdad -2011.
5. Conference on the role of the network architecture in the future, in 2012.
6. Forum Baghdad University of Education in 2012 Baghdad University.
7. Forum Baghdad University, the Second Meeting of E-Learning -2013 .
8. Workshop Training - University of Kufa -2014.
9. Workshop Training - Avicenna E-Learning-Basra University -2015.
10. Accepted Paper in Social Networking Conference -University of Baghdad -2015.
11. Workshop controls on Education University of Baghdad -2016.
12 International certificate for sound scientific journals-2016.
13. International certificate for assessing the reliability of Networks-2017.
Others
The Most Prominent Past and Current Scientific Activities.
• Director of Avin cenna E-Learning Centre.
• Director of the Electronic computer center.
• A member of the permanent and temporary scientific committees.
• A member of the Scientific Committee in the Networks Department 2014.
• A member of the Scientific Committee in the Information and Communication Department 2017.
• System Analysis & Design.
• Lecturer for Graduate Students.
• Supervision of Graduate students.
• A member of Discussion Committees for Graduate Students.
• A member of the Evaluating committees of scientific research.
• Scientific denominated global of Specialist Magazines.
• A member of the evaluation committee of research in Computer science journals
• A member of the ministerial committee to set controls on E-Learning Education in the Ministry of Higher Education and Scientific Research
• Supervisor of the Websites at the University
• Members of Data security courses.
• Follow-up to perform actions of E-Governance in the University.