Nacre: Proactive recurrent concept drift detection in data streams O Wu, YS Koh, G Dobbie, T Lacombe 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 10 | 2021 |
Pearl: Probabilistic exact adaptive random forest with lossy counting for data streams O Wu, YS Koh, G Dobbie, T Lacombe Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020 | 8 | 2020 |
Transfer learning with adaptive online tradaboost for data streams O Wu, YS Koh, G Dobbie, T Lacombe Asian Conference on Machine Learning, 1017-1032, 2021 | 6 | 2021 |
Probabilistic exact adaptive random forest for recurrent concepts in data streams O Wu, YS Koh, G Dobbie, T Lacombe International Journal of Data Science and Analytics, 1-16, 2022 | 5 | 2022 |
A meta-learning approach for automated hyperparameter tuning in evolving data streams T Lacombe, YS Koh, G Dobbie, O Wu 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 5 | 2021 |
Enclavetree: Privacy-preserving data stream training and inference using tee Q Wang, S Cui, L Zhou, O Wu, Y Zhu, G Russello Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022 | 2 | 2022 |
Gpu-based state adaptive random forest for evolving data streams O Wu, YS Koh, G Russello 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 2 | 2020 |
Cost-effective transfer learning for data streams O Wu, YS Koh, G Dobbie, T Lacombe 2022 IEEE International Conference on Data Mining (ICDM), 1233-1238, 2022 | 1 | 2022 |
Online Air Pollution Inference using Concept Recurrence and Transfer Learning B Chen, YS Koh, G Dobbie, O Wu, G Coulson, G Olivares 2022 IEEE 9th International Conference on Data Science and Advanced …, 2022 | 1 | 2022 |
Learning and Adapting Continuously for Data Streams O Wu PhD Thesis-University of Auckland, 2023 | | 2023 |