selected scholarly activity
-
conferences
- Convolutional variational autoencoders for secure lossy image compression in remote sensing. Proceedings of SPIE - The International Society for Optical Engineering. 2024
- Integration of blockchain in smart systems: problems and opportunities for real-time sensor data storage. Proceedings of SPIE - The International Society for Optical Engineering. 2024
- Normalized determinant pooling layer in CNNs for multi-label classification. Proceedings of SPIE - The International Society for Optical Engineering. 1252309-1252309-9. 2023
- A cognitive dynamics framework for practical blockchain applications. Proceedings of SPIE - The International Society for Optical Engineering. 2023
- A machine learning-based state estimation approach for varying noise distributions. Proceedings of SPIE - The International Society for Optical Engineering. 2023
- Facial feature tracking method using a hybrid model of the Kalman filter and the sliding innovation filter. Proceedings of SPIE - The International Society for Optical Engineering. 1252805-1252805-18. 2023
- Minority class augmentation using GANs to improve the detection of anomalies in critical operations. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- Neural network training loss optimization utilizing the sliding innovation filter. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- PROGNOS: an automatic remaining useful life (RUL) prediction model for military systems using machine learning. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- Visual attention for malware classification. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- A Review of Cognitive Dynamic Systems and Cognitive IoT. 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS). 24-30. 2022
- A Review of Cognitive Dynamic Systems and Its Overarching Functions. 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS). 858-867. 2022
- An optimized volumetric approach to unsupervised image registration. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- Efficient utilization of big data using distributed storage, parallel processing, and blockchain technology. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- A survey on ethereum smart contract vulnerability detection using machine learning. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- A topic modeling-based approach to executable file malware detection. Proceedings of SPIE - The International Society for Optical Engineering. 2022
- An anomaly detecting blockchain strategy for secure IoT networks. Proceedings of SPIE - The International Society for Optical Engineering. 2022
-
journal articles
- Object Detection and Tracking with YOLO and the Sliding Innovation Filter. Sensors. 24:2107-2107. 2024
- Condition Monitoring using Machine Learning: A Review of Theory, Applications, and Recent Advances. Expert Systems With Applications. 221:119738-119738. 2023
- Cognitive Dynamic Systems: A Review of Theory, Applications, and Recent Advances. Proceedings of the IEEE. 111:575-622. 2023
- Intelligent estimation: A review of theory, applications, and recent advances. Digital Signal Processing: A Review Journal. 135:103966-103966. 2023
- An Adaptive Approach to Blockchain in Smart System Applications. Proceedings of SPIE - The International Society for Optical Engineering. 12522:1252209-1252209-6. 2023
- Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances. Expert Systems With Applications. 193:116429-116429. 2022
- Use of AI to assess COVID-19 variant impacts on hospitalization, ICU, and death. Frontiers in Artificial Intelligence. 5:927203. 2022
- Influence of Opening Up Daycare and Day Camps on Resurgence Potential of COVID-19 Pandemic: Assessing Infectivity Potential From Youth in Ontario, Canada. IEEE Transactions on Computational Social Systems. 8:1052-1060. 2021
- Assessing the Impact of Alternative Responses to COVID-19: Stopping the Spread in Newfoundland and Labrador, Canada. Canadian Journal of Electrical and Computer Engineering. 44:238-245. 2021
- Corrigendum: Identification of Variable Importance for Predictions of Mortality From COVID-19 Using AI Models for Ontario, Canada. Frontiers in Public Health. 9:759014. 2021
- Identification of Variable Importance for Predictions of Mortality From COVID-19 Using AI Models for Ontario, Canada. Frontiers in Public Health. 9:675766. 2021
- A Study of the COVID-19 Impacts on the Canadian Population. IEEE Access. 8:128240-128249. 2020
- Evaluating COVID-19 Vaccine Efficacy Using Kaplan–Meier Survival Analysis. BioMedInformatics. 4:2117-2132.
-
preprints
- Integration of blockchain in smart systems: problems and opportunities for real-time sensor data storage 2024
- Convolutional variational autoencoders for secure lossy image compression in remote sensing 2024
- Artificial intelligence to predict the risk of mortality from Covid-19: Insights from a Canadian Application 2020