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Publications

2025#

  • Sohail, S., Mercier, G., Ooi, M., Law, K., Li, B., & Devaraj, H. (2025, May). Resilient RuralAI using Hierarchical Federated Learning to Forecast Soil Water Levels. In 2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (pp. 1-6). IEEE.

2024#

  • Alighaleh, P., Ooi, M., & Kaung, Y. C. (2024, July). Development of an Urban Vegetation Monitoring System using Image Processing and Deep Learning. In 2024 IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) (pp. 24-29). IEEE.

  • Devaraj, H., Sohail, S., Ooi, M., Li, B., Hudson, N., Baughman, M., ... & Rana, O. (2024). RuralAI in tomato farming: Integrated sensor system, distributed computing, and hierarchical federated learning for crop health monitoring. IEEE Sensors Letters, 8(5), 1-4.

2023#

  • Huang, V., Sohail, S., Mayo, M., Botran, T. L., Rodrigues, M., Anderson, C., & Ooi, M. (2023, July). Keep it simple: Fault tolerance evaluation of federated learning with unreliable clients. In 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) (pp. 1-3). IEEE.

  • Ooi, M. P. L., Sohail, S., Huang, V. G., Hudson, N., Baughman, M., Rana, O., ... & Nagra, H. (2023). Measurement and applications: Exploring the challenges and opportunities of hierarchical federated learning in sensor applications. IEEE Instrumentation & Measurement Magazine, 26(9), 21-31.

  • Ho, K. K., Chiu, D. K., & Sayama, K. L. (2023). When privacy, distrust, and misinformation cause worry about using COVID-19 contact-tracing apps. IEEE Internet Computing, 27(2), 7-12.

2022#

  • Patros, P., Ooi, M., Huang, V., Mayo, M., Anderson, C., Burroughs, S., ... & Foster, I. (2022). Rural AI: Serverless-powered federated learning for remote applications. IEEE Internet Computing, 27(2), 28-34.

  • Almurshed, O., Patros, P., Huang, V., Mayo, M., Ooi, M., Chard, R., ... & Foster, I. (2022, July). Adaptive edge-cloud environments for rural AI. In 2022 IEEE International Conference on Services Computing (SCC) (pp. 74-83). IEEE.

2018#

  • Griffiths, F., & Ooi, M. (2018). The fourth industrial revolution-Industry 4.0 and IoT [Trends in Future I&M]. IEEE Instrumentation & Measurement Magazine, 21(6), 29-43.