![Shaobo Zhang](https://profiles-cardiff.imgix.net/attachments/3522?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Publication
2026
- Zhang, S. and Guo, X. 2026. A voting-based unsupervised framework for multivariate anomaly detection in vertical farming. Presented at: 3rd International Conference on Big Data Science and Engineering Kunming, China 12-14 June 2026. Procedings of ICBDSE 2026. IEEE(10.1109/icbdse70225.2026.11635673)
2025
- Zhang, S. , Guo, X. and Liu, Y. 2025. Enhancing machine learning models for vertical farm energy forecasting: impact of data smoothing and feature selection. Presented at: 10th International Conference on Cloud Computing and Big Data Analytics Chengdu, China 24-26 April 2025. Proceedings of the 10th International Conference on Cloud Computing and Big Data Analytics. IEEE. , pp.151-160. (10.1109/ICCCBDA64898.2025.11030388)
Conferences
- Zhang, S. and Guo, X. 2026. A voting-based unsupervised framework for multivariate anomaly detection in vertical farming. Presented at: 3rd International Conference on Big Data Science and Engineering Kunming, China 12-14 June 2026. Procedings of ICBDSE 2026. IEEE(10.1109/icbdse70225.2026.11635673)
- Zhang, S. , Guo, X. and Liu, Y. 2025. Enhancing machine learning models for vertical farm energy forecasting: impact of data smoothing and feature selection. Presented at: 10th International Conference on Cloud Computing and Big Data Analytics Chengdu, China 24-26 April 2025. Proceedings of the 10th International Conference on Cloud Computing and Big Data Analytics. IEEE. , pp.151-160. (10.1109/ICCCBDA64898.2025.11030388)
Supervisors
Contact Details
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Queen's Buildings - West Building, Room Room W2.14, 5 The Parade, Newport Road, Cardiff, CF24 3AA
Queen's Buildings - West Building, Room Room W2.14, 5 The Parade, Newport Road, Cardiff, CF24 3AA