Ayad Rodhan Abbas

Assist. Prof. Dr. Ayad Rodhan Abbas

Computer Sciences Department

Assistant Professor

عنوان البريد الإلكتروني هذا محمي من روبوتات السبام. يجب عليك تفعيل الجافاسكربت لرؤيته.

Prof. Dr. Ayad Rodhan Abbas, Date of Birth: 16-10- 1973 Professor Dr. in Computer Science Department/ University of Technology. E-Mail: عنوان البريد الإلكتروني هذا محمي من روبوتات السبام. يجب عليك تفعيل الجافاسكربت لرؤيته., I have a PH.D., in Artificial Intelligent, from Wuhan University, School of Computer Science, China, 2009, M.SC., in Computer Science, from University of Technology, Computer Science Department, Iraq, 2005, B.Sc., in Computer Science, from University of Technology, Computer Science Department, Iraq, 2003, and B.Sc., in Chemical Engineering, from University of Baghdad, in Chemical Engineering Department, Iraq, 1999

Google Scholar Profile

PH.D., Artificial Intelligent, Wuhan University, School of Computer Science, China, 2009
M.SC., Computer Science, University of Technology, Computer Science Department, Iraq, 2005
B.S., Computer Science, University of Technology, Computer Science Department, Iraq, 2003
B.S., Chemical Engineering, University of Baghdad, Chemical Engineering Department, Iraq, 1999

Artificial Intelligent
Machine learning
Natural Language Processing
Deep Learning
Data mining
Web mining
Information retrieval
Soft Computing
E-learning
E-Commerce
Recommended System

1. Abbas, A.R.; Abbas, A.R.; Mahdi, B.S.; Fadhil, O.Y. Breast and Lung Anticancer Peptides Classification Using N-Grams and Ensemble Learning Techniques. Big Data Cogn. Comput. 2022, doi:10.3390/bdcc6020040.
2. Aliwy, A.H.; Abbas, A.R.; Hadi, M.J. Key Challenges and Proposed Solutions to Design Sentiment Analysis System. 2022.
3. Hadi, W.J.; Kadhem, S.M.; Abbas, A.R. Fast Discrimination of Fake Video Manipulation. Int. J. Electr. Comput. Eng. 2022, 12.
4. Hadi, W.J.; Kadhem, S.M.; Abbas, A.R. Unmasking Deepfakes by Fusing Rich Features from Two-Stream CNN Model. Basrah J. Sci. 2022, 40, 486–496.
5. Jameel, W.J.; Kadhem, S.M.; Abbas, A.R. Detecting Deepfakes with Deep Learning and Gabor Filters. {ARO}-{THE} {SCIENTIFIC} {JOURNAL} {OF} {KOYA} {UNIVERSITY} 2022, 10, 18–22, doi:10.14500/aro.10917.
6. Lateef, R.A.; Abbas, A.R. Tuning the Hyperparameters of the 1D CNN Model to Improve the Performance of Human Activity Recognition. Eng. Technol. J. 2022, 40, 547–554.
7. Lateef, R.A.; Abbas, A.R. Human Activity Recognition Using Smartwatch and Smartphone: A Review on Methods, Applications, and Challenges. Iraqi J. Sci. 2022, 363–379.
8. Shaker, D.R.; Abbas, A.R. Foreign Object Debris Material Recognition Based on Ensemble Learning Algorithm. In Proceedings of the Journal of Physics: Conference Series; IOP Publishing, 2022; Vol. 2322, p. 12091.
9. Abbas, A.R.; Aliwy, A.; Abbas, A.; Alkhayyat, A. NERWS: Towards Improving Information Retrieval of Digital Library Management System Using Named Entity Recognition and Word Sense. Big Data Cogn. Comput. 2021, doi:10.3390/bdcc5040059.
10. Abbas, A.R.; Nahma, D.R. A Study about Patient Opinion Mining on Drug Reviews. J. Al-Ma’moon Coll. 2021.
11. Abd, D.H.; Abbas, A.R.; Sadiq, A.T.; Alatabi, H.A.; Abbas, A.R.; Farooq, A.O.; Kareem, A.R. Analyzing Sentiment System to Specify Polarity by Lexicon-Based. Iraqi J. Sci. 2021, 10, 283–289.
12. Hussein, N.K.; Abbas, A.R.; Mahdi, B.S. Fraud Classification and Detection Model Using Different Machine Learning Algorithm. Tech-Knowledge 2021, 1, 13–22.
13. Abbas, A.R.; Sadiq, A.T.; Abd, D.H. PAAD: POLITICAL ARABIC ARTICLES DATASET FOR AUTOMATIC TEXT CATEGORIZATION. Iraqi J. Comput. Informatics 2020, 46, 1–11.
14. Abd, D.H.; Sadiq, A.T.; Abbas, A.R. Political Arabic Articles Classification Based on Machine Learning and Hybrid Vector. CITISIA 2020 - IEEE Conf. Innov. Technol. Intell. Syst. Ind. Appl. Proc. 2020.
15. Alatabi, H.A.; Abbas, A.R. Sentiment Analysis in Social Media Using Machine Learning Techniques. Iraqi J. Sci. 2020, 193–201.
16. Nahma, D.R.; Abbas, A.R. Patient Opinion Mining: Analysis of Patient Drugs Satisfaction Using Support Vector Machine and Logistic Regression Algorithm. J. Madenat Alelem Univ. Coll. 2020, 12, 164–171.
17. Qader, S.A.; Abbas, A.R. Dual-Stage Social Friend Recommendation System Based on User Interests. Iraqi J. Sci. 2020, 1759–1772.
18. Abbas, A.R.; Farooq, A.O. Skin Detection Using Improved ID3 Algorithm. Iraqi J. Sci. 2019, 402–410.
19. Abd, D.H.; Sadiq, A.T.; Abbas, A.R. Classifying Political Arabic Articles Using Support Vector Machine with Different Feature Extraction. In Proceedings of the International Conference on Applied Computing to Support Industry: Innovation and Technology; Springer, Cham, 2019; pp. 79–94.
20. Abd, D.H.; Sadiq, A.T.; Abbas, A.R. Political Articles Categorization Based on Different Naïve Bayes Models. In Proceedings of the International Conference on Applied Computing to Support Industry: Innovation and Technology; Springer, Cham, 2019; pp. 286–301.
21. Qader, S.A.; Abbas, A.R. Survey of User to User Recommendation System in Online Social Networks. Eng. Technol. J. 2019, 37, 422–428.
22. Abbas, A.R.; Farooq, A.O. Human Skin Colour Detection Using Bayesian Rough Decision Tree. In Proceedings of the Communications in Computer and Information Science; 2018; Vol. 938, pp. 240–254.
23. Abbas, A.R.; Kareem, A.R. Age Estimation Using Support Vector Machine. Iraqi J. Sci. 2018, 59, 1746–1756, doi:10.24996/IJS.2018.59.3C.19.
24. Abbas, A.R.; Kareem, A.R. Intelligent Age Estimation From Facial Images Using Machine Learning Techniques. Iraqi J. Sci. 2018.
25. Abbas, A.R. Prediction and Classification of Cardiovascular Diseases (CVDs) Using Averaged One-Dependence Estimators (AODE) Classifier. J. AL-Turath Univ. Coll. 2017, 23.
26. Abbas, A.R.; Ashor, S. Designing Personalized Recommendation in E-Commerce Site Based on Content-Based and Collaborative Filtering. J. Al-Nahrain Univ. 2017, 20, 142–152, doi:10.22401/jnus.20.2.19.
27. Ayad R Abbas, M.A.S. Diagnosis the Breast Cancer Using Bayesian Rough Set Classifier. Iraqi J. Sci. 2017.
28. Ayad R. Abbas, S.A. Design Recommendation System in E-Commerce Site. Iraqi J. Sci. 2016.
29. Dhiaa Mohammed Abed Abdul Mohsen Jaber, A.R.A. Improving Security of ID Card and Passport Using Cubic Spline Curve. Iraqi J. Sci. 2016, 57.
30. Abbas, A.R. An Adaptive E-Commerce: Applying of Psychological Testing Method to Improve Buying Decision Process. Eng. Technol. J. 2015.
31. Aliwy, A.H.; Abbas, A.R. Improvement WSD Dictionary Using Annotated Corpus and Testing It with Simplified Lesk Algorithm. In Proceedings of the CCSIT, SIPP, AISC, NLP - 2015; AIRCC, 2015; Vol. 5, pp. 89–97.
32. Ayad R Abbas, A.S.A. Automated Arabic Essay Scoring (AAES) Using Vector Space Model (VSM) and Latent Semantic Indexing (LSI). Eng. Technol. J. 2015.
33. Ayad R Abbas, A.S.A. Automated Arabic Essay Scoring (AAES) Using Vector Space Model (VSM). J. AL-Turath Univ. Coll. 2014.
34. Abbas, A.; Liu, J. Designing an Intelligent Recommender System Using Partial Credit Model and Bayesian Rough Set. Int. Arab J. Inf. Technol. 2012, 9.
35. Abbas, A.R.; Juan, L. Design E-Learning Recommendation System Using PIRT and VPRS Model. In Proceedings of the Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 2009; Vol. 5854 LNCS, pp. 489–498.
36. Abbas, A.R.; Juan, L. Personalized SCORM Learning Experience Based on Rating Scale Model. In Proceedings of the Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 2009; Vol. 5551 LNCS, pp. 689–698.
37. Abbas, A.R.; Juan, L. Supporting E-Learning System with Modified Bayesian Rough Set Model. In Proceedings of the Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 2009; Vol. 5552 LNCS, pp. 192–200.
38. Al-Mamory, S.O.; Zhang, H.; Abbas, A.R. IDS Alarms Reduction Using Data Mining. In Proceedings of the Proceedings of the International Joint Conference on Neural Networks; 2008; pp. 3564–3570.
39. Al-Mamory, S.O.; Zhang, H.; Abbas, A.R. Modeling Network Attacks for Scenario Construction. In Proceedings of the Proceedings of the International Joint Conference on Neural Networks; 2008; pp. 1495–1502.
40. Abbas, A.R.; Juan, L.; Mahdi, S.O. A New Version of Bayesian Rough Set Based on Bayesian Confirmation Measures. In Proceedings of the 2007 International Conference on Convergence Information Technology, ICCIT 2007; 2007; pp. 284–289.
41. Abbas, A.R.; Juan, L.; Mahdi, S.O. Improved Variable Precision Rough Set Model and Its Application to Distance Learning. In Proceedings of the Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007; 2007; pp. 191–195.
42. Abbas, A.R. Design and Implementation of Web Course Tools (WebCT), University of Technology, 2005.

Artificial Intelligent, BSc. Course, University of Technology-Computer Science Dep.
Machine Learning, BSc. & MSc. Courses, University of Technology-Computer Science Dep.
Data mining, BSc. & MSc. Courses, University of Technology-Computer Science Dep.
Intelligent Applications, BSc. Course, Imam Jaafar Al Sadiq University
E-learning, MSc. Course, University of Technology-Computer Science Dep.
Fuzzy set, BSc. Course, University of Technology-Computer Science Dep.
Adaptive Systems, BSc. Course, University of Technology-Computer Science Dep.
Algorithm Design and Analysis, BSc. Course, University of Technology-Computer Science Dep.
Artificial Intelligent, Ph.D. Course, University of Technology-Mechanical Engineering.
Natural Language Understanding, Ph.D. Course, University of Technology-Computer Science Dep.

The Ministry of Higher Education Award in Science Day 2009
The University of Technology Award in Women Day 2013
The University of Technology Award in University Day 2015.
The University of Technology Award for Post Graduate Studies 2015.
The University of Technology Award for Post Graduate Studies 2014-2015-2016.
Al Nahrain Center for Strategies Studies 2020.
Certificate of Appreciation in the management of the research session Participation in the 2017 National Conference on New Trends in ICT Applications (NTCT'2017).
Certificate of Appreciation in the management of the research session at IBN ALIHITHAM FIRST INTERNATIONAL CONFERENCE OF SCIENCE 2017
Certificate of Appreciation participation in research at the First International Conference on Engineering and Computing, 2017 (ICEC2017).
Certificate of Appreciation, in the preparation of a seminar on "Electronic Management in Community Service", University of Technology, 20-3-2018.
Certificate of Appreciation in the management of the research session at "e-management in community service", University of Technology, 20-3-2018.
Certificate of Appreciation, participating in the Second International Conference Department of Computer Science at the University of Technology sponsored by IEEE 2018
Certificate of Appreciation, participating in the First International Conference Department of Electrical Engineering at the University of Technology sponsored by ieee 2018.
A certificate of appreciation to participate in the Second International Conference of the University of Information and Communications Technology under the auspices of the Springer Foundation 2019.
A certificate of appreciation to participate in the evaluation of research submitted to the Iraqi Journal of Computers and Information 2019.
A certificate of appreciation to participate in the First International Conference, Department of Computer Science, Faculty of Education, Al-Mustansiriya University, sponsored by IEEE 2019.

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