1. Parameshachari, B.D., Hemalatha, K.L., Rahebi, J., Baker, M.R. and Roy, B.U., 2023, June. Health-Care Monitoring of Patient using CNN based Model in Internet of Things. In 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC) (pp. 1-6). IEEE.

2. Jihad, K.H., Baker, M.R., Farhat, M. and Frikha, M., 2022, December. Machine Learning-Based Social Media Text Analysis: Impact of the Rising Fuel Prices on Electric Vehicles. In International Conference on Hybrid Intelligent Systems (pp. 625-635). Cham: Springer Nature Switzerland.

3. Baker, M.R., Mohammed, E.Z. and Jihad, K.H., 2022, December. Prediction of Colon Cancer Related Tweets Using Deep Learning Models. In International Conference on Intelligent Systems Design and Applications (pp. 522-532). Cham: Springer Nature Switzerland.

4. Sattaru, N.C., Baker, M.R., Umrao, D., Pandey, U.K., Tiwari, M. and Chakravarthi, M.K., 2022, April. Heart Attack Anxiety Disorder using Machine Learning and Artificial Neural Networks (ANN) Approaches. In 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) (pp. 680-683). IEEE.

5. Nooruldeen, O., Alturki, S., Baker, M.R. and Ghareeb, A., 2022, March. Time series forecasting for decision making on city-wide energy demand: A comparative study. In 2022 International Conference on Decision Aid Sciences and Applications (DASA) (pp. 1706-1710). IEEE.

6. Gozudeli, Y., Karacan, H., Yildiz, O., Baker, M., Minnet, A., Kalender, M. and Akcayol, M., 2015. A new method based on Tree simplification and schema matching for automatic web result extraction and matching. In Proceedings of the international multi conference of engineers and computer scientists (Vol. 1).

7. Gozudeli, Y., Yildiz, O., Karacan, H., Baker, M.R., Minnet, A., Kalender, M., Ozay, O. and Akcayol, M.A., 2014. Extraction of Automatic Search Result Records Using Content Density Algorithm Based on Node Similarity. In The International Conference on Data Mining, Internet Computing, and Big Data (BigData2014), Asia Pacific University of Technology and Innovation (APU), Kuala Lumpur, Malaysia.

البحوث المنشورة:

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.

الكتب أو الفصول المؤلفة:

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.

أ.م.د. محمد رشاد بكر صالح

روابط سريعة

أوقات الدوام

حالة الطقس في مدينة كركوك