Muhammad Rashad Bakr Saleh

Full Name: Muhammad Rashad Bakr Saleh

Email Address: This email address is being protected from spambots. You need JavaScript enabled to view it.

Certificate: Doctorate

Scientific title: Assistant Professor

General Specialization: Software technology engineering

Accurate Specialization: Data mining

 Scientific Links: 

1- https://scholar.google.com/citations?user=t3JRH9UAAAAJ&hl=en

2- https://www.scopus.com/authid/detail.uri?authorId=57369317700

3- https://www.researchgate.net/profile/Mohammed-Baker-3

4- https://www.webofscience.com/wos/author/record/GQH-1627-2022

5- https://orcid.org/my-orcid?orcid=0000-0001-6986-4921

6- https://www.linkedin.com/in/mohammed-r-baker-40ab6424/

 published Research:

1. Baker, M.R., Taher, Y.N. and Jihad, K.H., 2023. Prediction of People Sentiments on Twitter using Machine Learning Classifiers During Russian Aggression in Ukraine. Jordanian Journal of Computers and Information Technology (JJCIT), 9(03).

2. Sherif, S.M., Alamoodi, A.H., Albahri, O.S., Garfan, S., Albahri, A.S., Deveci, M., Baker, M.R. and Kou, G., 2023. Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions. Information Processing & Management, 60(5), p.103449.

3. Baker, M.R., Jihad, K.H., Al-Bayaty, H., Ghareeb, A., Ali, H., Choi, J.K. and Sun, Q., 2023. Uncertainty management in electricity demand forecasting with machine learning and ensemble learning: Case studies of COVID-19 in the US metropolitans. Engineering Applications of Artificial Intelligence, 123, p.106350.

4. Alamoodi, A.H., Baker, M.R., Albahri, O.S., Zaidan, B.B., Zaidan, A.A., Wong, W.K., Garfan, S., Albahri, A.S., Alonso, M.A., Jasim, A.N. and Baqer, M.J., 2022. Public sentiment analysis and topic modeling regarding COVID-19’s three waves of total lockdown: a case study on movement control order in Malaysia. KSII Transactions on Internet and Information Systems, 16(7), pp.2169-2190.

6. Shaker, E., Baker, M.R. and Mahmood, Z., 2022. The Impact of Image Enhancement and Transfer Learning Techniques on Marine Habitat Mapping. Gazi University Journal of Science, 36(2), pp.592-606.

7. Baker, M.R., Mahmood, Z.N. and Shaker, E.H., 2022. Ensemble Learning with Supervised Machine Learning Models to Predict Credit Card Fraud Transactions. Revue d'Intelligence Artificielle, 36(4).

8. Baker, M.R., Padmaja, D.L., Puviarasi, R., Mann, S., Panduro-Ramirez, J., Tiwari, M. and Samori, I.A., 2022. Implementing critical machine learning (ML) approaches for generating robust discriminative neuroimaging representations using structural equation model (SEM). Computational and Mathematical Methods in Medicine, 2022.

9. Qader, B.A., Jihad, K.H. and Baker, M.R., 2022. Evolving and training of neural network to play DAMA board game using NEAT algorithm. Informatica, 46(5).

10. Baker, M.R. and Akcayol, M.A., 2022. A novel web ranking algorithm based on pages multi-attribute. International Journal of Information Technology, 14(2), pp.739-749.

11. Hassan, M.D., Nasret, A.N., Baker, M.R. and Mahmood, Z.S., 2021. Enhancement automatic speech recognition by deep neural networks. Periodicals of Engineering and Natural Sciences, 9(4), pp.921-927.

12. Baker, M.R. and Akcayol, M.A., 2017. Priority queue based estimation of importance of web pages for web crawlers. International Journal of Computer Electrical Engineering, 9, pp.330-342.

13. Baker, M. R. and Akcayol, M., 2011. A survey of multicast routing protocols in Ad-hoc networks. Gazi University Journal of Science, 24(3), pp.451-462.

Authored books or chapters:

1. Serkan Savaş, Selim Buyrukoğlu, “Teori ve Uygulamada Makine Öğrenmesi”, 1st ed. , Nobel yayincilik, 2023. ISBN: 9786254274817.

2. Vikas Garg, Richa Goel, Pooja Tiwari, Esra S. Döngül “Handbook of Artificial Intelligence Applications for Industrial Sustainability Concepts and Practical Examples” 1st ed., routledge, 2024, ISBN: 9781032387611.