Tariq Abdul Muhammad

Academic and Scientific Links

Google Scholar

Academic Qualifications

Bachelor

2006

Specialization: Computer science

University: Kirkuk university

College: Computer science

Thesis/Dissertation Title:

Data management in new technologies world map

Master

2012

Specialization: Computer science/ network security

University: Cankaya university

College: College of computer science and mathematics

Thesis/Dissertation Title:

STATISTICAL BASED DETECTION OF DOS (DENIAL OF SERVICE) ATTACKS

PhD

2019

Specialization: Computer science- database

University: Altinbas university

College: College of engineering

Thesis/Dissertation Title:

HYBRİD SOLUTİON TO BİG DATA PROBLEMS USİNG EVOLUTİONARY ALGORİTHM AND MACHİNE LEARNİNG ALGORİTHMS

Teaching Experience

Courses Taught - Undergraduate Studies

Network security Wireless sensor networks Software engineering Data mining Project Management Processor architecture Computer organisation

Scientific Output

Published Research

Research by Year

Published Research - 2024

1 Tareq Abed Mohammed, Ahmed K. Abbas, Rasha Qays Aswad. Real-time big data processing using quantum computing to enhance speed and efficiency[J], Journal of Combinatorial Mathematics and Combinatorial Computing, Volume 126. 201-213

2 Moreb M.; Mohammed T.A.; Bayat O. "A novel software engineering approach toward using machine learning for improving the efficiency of health systems," IEEE Access pp. 23169.0-23178.0, 2020 DOI: 10.1109/ACCESS.2020.2970178 24-Tareq Abed Mohammed, Ahmed K. Abbas, Rasha Qays Aswad. Real-time big data processing using quantum computing to enhance speed and efficiency[J], Journal of Combinatorial Mathematics and Combinatorial Computing, Volume 126. 201-213

Number of Research: 2

Published Research - 2022

1 Namaa H.M.; Mohammed T.A.; IBRAHIM A.A. "Designing a solar system that improved the solar system's performance in instances of partial shadowing," Optik 2022 DOI: 10.1016/j.ijleo.2022.170091

2 Al-Jawarneh L.; Mohammed T.A. "Service Quality in eLearning," Proceedings - 2022 International Conference on Engineering and MIS, ICEMIS 2022 2022 DOI: 10.1109/ICEMIS56295.2022.9914135

3 Qasim M.N.; Mohammed T.A.; Bayat O. "Breast Sentinel Lymph Node Cancer Detection from Mammographic Images Based on Quantum Wavelet Transform and an Atrous Pyramid Convolutional Neural Network," Scientific Programming 2022 DOI: 10.1155/2022/1887613

Number of Research: 3

Published Research - 2021

1 Mohammed T.A.; Rafeeq S.O.; Bayat O. "The Statistical Learning Methods in image processing and Facial Recognition," ACM International Conference Proceeding Series 2021 DOI: 10.1145/3492547.3492656

2 Mohammed T.A.; Qasim M.N.; Bayat O. "Hybrid solution of challenges future problems in the new generation of the artificial intelligence industry used operations research industrial processes," ACM International Conference Proceeding Series pp. 213.0-218.0, 2021 DOI: 10.1145/3460620.3460757

3 Mohammed T.A.; Jwair S.K. "Effect machine learning techniques for analyzing and filtering spam Mails problems," ACM International Conference Proceeding Series 2021 DOI: 10.1145/3492547.3492562

Number of Research: 3

Published Research - 2020

1 Mohammed T.A.; Mohammed A.B. "Security architectures for sensitive Data in Cloud Computing," ACM International Conference Proceeding Series 2020 DOI: 10.1145/3410352.3410828

2 Mohammed T.A.; Bayat O.; UÃ§an O.N.; Alhayali S. "Hybrid Efficient Genetic Algorithm for Big Data Feature Selection Problems," Foundations of Science vol. 25, no. 4.0, pp. 1009.0-1025.0, 2020 DOI: 10.1007/s10699-019-09588-6

3 Moreb M.; Mohammed T.A.; Bayat O.; Ata O. "Erratum: A novel software engineering approach toward using machine learning for improving the efficiency of health systems (IEEE Access (2020) 8 (23169-23178) DOI: 10.1109/ACCESS.2020.2970178)," IEEE Access 2020 DOI: 10.1109/ACCESS.2020.2986259

Number of Research: 3

Published Research - 2019

1 Mohammed T.A.; Ghareeb A.; Al-Bayaty H.; Aljawarneh S. "Big data challenges and achievements: Applications on smart cities and energy sector," ACM International Conference Proceeding Series 2019 DOI: 10.1145/3368691.3368717

2 Safi H.H.; Mohammed T.A.; Al-Qubbanchi Z.F. "Minimize the cost function in multiple objective optimization by using NSGA-II," Advances in Intelligent Systems and Computing pp. 145.0-152.0, 2019 DOI: 10.1007/978-3-319-99695-0_18

3 Al-Abdi A.; Mardini W.; Aljawarneh S.; Mohammed T. "Using of multiple RPL instances for enhancing the performance of IoT-based systems," ACM International Conference Proceeding Series 2019 DOI: 10.1145/3368691.3368718

4 Al-Bayaty H.; Mohammed T.; Wang W.; Ghareeb A. "City scale energy demand forecasting using machine learning based models: A comparative study," ACM International Conference Proceeding Series 2019 DOI: 10.1145/3368691.3368716

Number of Research: 4

Published Research - 2018

1 Mohammed T.A.; Alhayli S.; Albawi S.; Duru A.D. "Intelligent database interface techniques using semantic coordination," 1st International Scientific Conference of Engineering Sciences - 3rd Scientific Conference of Engineering Science, ISCES 2018 - Proceedings pp. 13.0-17.0, 2018 DOI: 10.1109/ISCES.2018.8340520

2 Mohammed T.A.; Alazzawi A.; UÃ§an O.N.; Bayat O. "Neural network behavior analysis based on transfer functions MLP & RB in face recognition," ACM International Conference Proceeding Series 2018 DOI: 10.1145/3279996.3280011

3 Mohammed T.A.; Alhayali S.; Bayat O.; UÃ§an O.N. "Feature reduction based on hybrid efficient weighted gene genetic algorithms with artificial neural network for machine learning problems in the big data," Scientific Programming 2018 DOI: 10.1155/2018/2691759

Number of Research: 3

Published Research - 2017

1 Abbas A.K.; Mohammed T.A.; Bayat O.; Ucan O.N. "The prediction of fusion degree of international groups from their Twitter accounts," Proceedings of 2017 International Conference on Engineering and Technology, ICET 2017 pp. 1.0-8.0, 2017 DOI: 10.1109/ICEngTechnol.2017.8308185

2 Mohammed T.A.; Sahmoud S.; Bayat O. "Efficient hybrid memetic algorithm for multi-objective optimization problems," Proceedings of 2017 International Conference on Engineering and Technology, ICET 2017 pp. 1.0-6.0, 2017 DOI: 10.1109/ICEngTechnol.2017.8308178

3 Albawi S.; Mohammed T.A.; Al-Zawi S. "Understanding of a convolutional neural network," Proceedings of 2017 International Conference on Engineering and Technology, ICET 2017 pp. 1.0-6.0, 2017 DOI: 10.1109/ICEngTechnol.2017.8308186

Number of Research: 3

Tariq Abdul Muhammad

Tareq Abed Mohammed

Academic and Scientific Links

Academic Qualifications

Bachelor

Master

PhD

Teaching Experience

Courses Taught - Undergraduate Studies

Scientific Output

Published Research

Research by Year

Published Research - 2024

Published Research - 2022

Published Research - 2021

Published Research - 2020

Published Research - 2019

Published Research - 2018

Published Research - 2017

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