Adversarial approaches to tackle imbalanced data in machine learning S Ayoub, Y Gulzar, J Rustamov, A Jabbari, FA Reegu, S Turaev Sustainability 15 (9), 7097, 2023 | 36 | 2023 |
Green Space Quality Analysis Using Machine Learning Approaches J Rustamov, Z Rustamov, N Zaki Sustainability 15 (10), 2023 | 11 | 2023 |
Review and analysis of patients’ body language from an artificial intelligence perspective S Turaev, S Al-Dabet, A Babu, Z Rustamov, J Rustamov, N Zaki, ... IEEE Access 11, 62140-62173, 2023 | 10 | 2023 |
Cardiovascular disease prediction using ensemble learning techniques: A stacking approach Z Rustamov, J Rustamov, MS Sultana, J Ywei, V Balakrishnan, N Zaki 2023 19th IEEE International Colloquium on Signal Processing & Its …, 2023 | 7 | 2023 |
An automatic visual inspection of oil tanks exterior surface using unmanned aerial vehicle with image processing and cascading fuzzy logic algorithms MAH Ali, M Baggash, J Rustamov, R Abdulghafor, NADN Abdo, ... Drones 7 (2), 133, 2023 | 7 | 2023 |
Node embedding approach for accurate detection of fake reviews: a graph-based machine learning approach with explainable AI N Zaki, A Krishnan, S Turaev, Z Rustamov, J Rustamov, A Almusalami, ... International Journal of Data Science and Analytics, 1-21, 2024 | 5 | 2024 |
Integrating AI-based and conventional cybersecurity measures into online higher education settings: Challenges, opportunities, and prospects MMA Parambil, J Rustamov, SG Ahmed, Z Rustamov, AI Awad, N Zaki, ... Computers and Education: Artificial Intelligence, 100327, 2024 | 2 | 2024 |
Data-Driven Analysis of Patients’ Body Language in Healthcare: A Comprehensive Review S Turaev, A Babu, S Al-Dabet, J Rustamov, Z Rustamov, N Zaki, ... IEEE Access, 2024 | 2 | 2024 |
Enhancing Cardiovascular Disease Prediction: A Domain Knowledge-Based Feature Selection and Stacked Ensemble Machine Learning Approach Z Rustamov, J Rustamov, N Zaki, S Turaev, MS Sultana, JY Tan, ... | 2 | 2023 |
An expert rule-based approach for identifying infantile-onset Pompe disease patients using retrospective electronic health records J Rustamov, Z Rustamov, MS Mohamad, N Zaki, A Al Tenaiji, M Al Harbi, ... Scientific reports 14 (1), 21523, 2024 | 1 | 2024 |
Graph reduction techniques for instance selection: comparative and empirical study Z Rustamov, N Zaki, J Rustamov, A Zaitouny, R Damseh Artificial Intelligence Review 58 (2), 62, 2024 | | 2024 |
Benchmarking Outlier Detection Algorithms in Healthcare: An Analysis Across Diverse Medical Datasets J Rustamov, Z Rustamov, N Badawi, R Damseh, F Al Jasmi, N Zaki | | 2024 |
Learning-Based MRI Response Predictions from OCT Microvascular Models to Replace Simulation-Based Frameworks J Rustamov, Z Rustamov, N Badawi, F Lesage, N Zaki, R Damseh Annual Conference on Medical Image Understanding and Analysis, 54-67, 2024 | | 2024 |
Generative Adversarial Learning for OCT-TPM Vascular Domain Translation N Badawi, J Rustamov, Z Rustamov, F Lesage, N Zaki, R Damseh 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | | 2024 |
Enhancing Predictive Performance in Identifying At-Risk Students: Integration of Topological Features, Node Embeddings in Machine Learning Models B Albreiki, Z Rustamov, J Rustamov, N Zaki Machine Learning in Educational Sciences: Approaches, Applications and …, 2024 | | 2024 |
Towards Seamless Sidewalk Navigation: On-Device Machine Learning for Real-Time Obstacle Detection in Visually Impaired Assistance Z Rustamov, J Rustamov, MMA Parambil, SG Ahmed, S Turaev International Conference on Advancements in Smart Computing and Information …, 2023 | | 2023 |
Adversarial Approaches to Tackle Imbalanced Data in Machine Learning. Sustainability 2023, 15, 7097 S Ayoub, Y Gulzar, J Rustamov, A Jabbari, FA Reegu, S Turaev | | 2023 |
“Visory” Mobile Application for the Visually Impaired Z Rustamov, J Rustamov Southeast Europe Journal of Soft Computing 9 (2), 15-23, 2021 | | 2021 |
A Usability Evaluation of TarcApp Mobile Application Z Rustamov, J Rustamov, JC Tan, APAS Harrsimran Kaur, S Aw Kien International Conference on Digital Transformation and Applications (ICDXA), 2020 | | 2020 |
Review and Analysis of Patients’ Body Language From an Artificial Intelligence Perspective Z RUSTAMOV, J RUSTAMOV, N ZAKI | | |