| Uncertainty management in electricity demand forecasting with machine learning and ensemble learning: Case studies of COVID-19 in the US metropolitans MR Baker, KH Jihad, H Al-Bayaty, G Ahmed, H Ali, JK Choi, Q Sun Engineering Applications of Artificial Intelligence 123 (106350), 1-28, 2023 | 27 | 2023 |
| Ensemble Learning with Supervised Machine Learning Models to Predict Credit Card Fraud Transactions MR Baker, ZN Mahmood, EH Shaker Revue d'Intelligence Artificielle 36 (4), 509-518, 2022 | 25 | 2022 |
| Enhancement automatic speech recognition by deep neural networks MD Hassan, AN Nasret, MR Baker, ZS Mahmood Periodicals of Engineering and Natural Sciences 9 (4), 921-927, 2021 | 25 | 2021 |
| Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions SM Sherif, AH Alamoodi, OS Albahri, S Garfan, AS Albahri, M Deveci, ... Information Processing and Management 60 (103449), 1-35, 2023 | 22 | 2023 |
| Health-care monitoring of patient using cnn based model in internet of things BD Parameshachari, KL Hemalatha, J Rahebi, MR Baker, BPU Roy 2023 International Conference on Applied Intelligence and Sustainable …, 2023 | 22 | 2023 |
| Implementing Critical Machine Learning (ML) Approaches for Generating Robust Discriminative Neuroimaging Representations Using Structural Equation Model (SEM) MR Baker, DL Padmaja, R Puviarasi, S Mann, J Panduro-Ramirez, ... Computational and Mathematical Methods in Medicine 2022, 12, 2022 | 21 | 2022 |
| Time series forecasting for decision making on city-wide energy demand: a comparative study O Nooruldeen, S Alturki, MR Baker, A Ghareeb 2022 International Conference on Decision Aid Sciences and Applications …, 2022 | 19 | 2022 |
| Heart attack anxiety disorder using machine learning and artificial neural networks (ANN) approaches NC Sattaru, MR Baker, D Umrao, UK Pandey, M Tiwari, MK Chakravarthi 2022 2nd International Conference on Advance Computing and Innovative …, 2022 | 16 | 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 AH Alamoodi, MR Baker, OS Albahri, BB Zaidan, AA Zaidan, WK Wong, ... KSII Transactions on Internet and Information Systems 16 (7), 2169-2190, 2022 | 15 | 2022 |
| A survey of multicast routing protocols in Ad-hoc networks MR BAKER, MA Akcayol Gazi University Journal of Science 24 (3), 451-462, 2011 | 14* | 2011 |
| Prediction of People Sentiments on Twitter Using Machine Learning Classifiers During Russian Aggression in Ukraine MR Baker, YN Taher, KH Jihad Jordanian Journal of Computers and Information Technology (JJCIT) 9 (3), 187-204, 2023 | 11* | 2023 |
| A new method based on Tree simplification and schema matching for automatic web result extraction and matching Y Gozudeli, H Karacan, O Yildiz, M Baker, A Minnet, M Kalender, ... Proceedings of the international multi conference of engineers and computer …, 2015 | 11 | 2015 |
| Modified Bat Algorithm: a newly proposed approach for solving complex and real-world problems SU Umar, TA Rashid, AM Ahmed, BA Hassan, MR Baker Soft Computing, 2024 | 10 | 2024 |
| Strategies for predictive power: Machine learning models in city-scale load forecasting O Nooruldeen, MR Baker, AM Aleesa, A Ghareeb, EH Shaker e-Prime - Advances in Electrical Engineering, Electronics and Energy 6, 100392, 2023 | 10 | 2023 |
| Priority Queue Based Estimation of Importance of Web Pages for Web Crawlers MR Baker, MA Akcayol International Journal of Computer and Electrical Engineering (IJCEE) 9 (1 …, 2017 | 10 | 2017 |
| The Impact of Image Enhancement and Transfer Learning Techniques on Marine Habitat Mapping E SHAKER, MR BAKER, Z MAHMOOD Gazi University Journal of Science 36 (2), 592-606, 2023 | 9 | 2023 |
| Unraveling user perceptions and biases: A comparative study of ML and DL models for exploring twitter sentiments towards ChatGPT MR Baker, A Utku Journal of Engineering Research, 2023 | 8 | 2023 |
| Comparison of machine learning approaches for detecting COVID-19-lockdown-related discussions during recovery and lockdown periods MR Baker, AH Alamoodi, OS Albahri, AS Albahri, S Garfan, A Alamleh, ... Journal of Operations Intelligence 1 (1), 11-29, 2023 | 8 | 2023 |
| Machine Learning-Based Social Media Text Analysis: Impact of the Rising Fuel Prices on Electric Vehicles KH Jihad, MR Baker, M Farahat, M Frikha Lecture Notes in Networks and Systems 647, 625-635, 2023 | 8 | 2023 |
| Evolving and training of neural network to play DAMA board game using NEAT algorithm BA Qader, KH Jihad, MR Baker Informatica 46 (5), 2022 | 7 | 2022 |
M. Ali AkcayolProfessor of Computer Engineering, Gazi UniversityVerified email at gazi.edu.tr