Condition monitoring using machine learning: A review of theory, applications, and recent advances O Surucu, SA Gadsden, J Yawney Expert Systems with Applications 221, 119738, 2023 | 66 | 2023 |
Neural network training loss optimization utilizing the sliding innovation filter N Alsadi, W Hilal, O Surucu, A Giuliano, SA Gadsden, J Yawney, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2022 | 23 | 2022 |
A survey on ethereum smart contract vulnerability detection using machine learning O Sürücü, U Yeprem, C Wilkinson, W Hilal, SA Gadsden, J Yawney, ... Disruptive Technologies in Information Sciences VI 12117, 110-121, 2022 | 14 | 2022 |
An anomaly detecting blockchain strategy for secure IoT networks N Alsadi, W Hilal, O Surucu, A Giuliani, A Gadsden, J Yawney, S Iskander Disruptive Technologies in Information Sciences VI 12117, 90-98, 2022 | 3 | 2022 |
PROGNOS: an automatic remaining useful life (RUL) prediction model for military systems using machine learning O Sürücü, C Wilkinson, U Yeprem, W Hilal, SA Gadsden, J Yawney, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2022 | 2 | 2022 |
Efficient utilization of big data using distributed storage, parallel processing, and blockchain technology A Giuliano, W Hilal, N Alsadi, O Surucu, A Gadsden, J Yawney, Y Ziada Big Data IV: Learning, Analytics, and Applications 12097, 22-33, 2022 | 2 | 2022 |
Visual attention for malware classification N Alsadi, W Hilal, O Surucu, A Giuliano, SA Gadsden, J Yawney Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2022 | | 2022 |
Minority class augmentation using GANs to improve the detection of anomalies in critical operations W Hilal, C Wilkinson, A Giuliano, N Alsadi, O Surucu, SA Gadsden, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2022 | | 2022 |
An optimized volumetric approach to unsupervised image registration N Alsadi, W Hilal, O Surucu, A Giuliano, SA Gadsden, J Yawney Big Data IV: Learning, Analytics, and Applications 12097, 118-128, 2022 | | 2022 |
A topic modeling-based approach to executable file malware detection W Hilal, C Wilkinson, N Alsadi, O Surucu, A Giuliano, SA Gadsden, ... Disruptive Technologies in Information Sciences VI 12117, 76-85, 2022 | | 2022 |
A General Condition Monitoring Model for Remaining Useful Life Estimation Using Degradation Signals O Surucu University of Guelph, 2022 | | 2022 |