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Ocean Wu
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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
92021
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
82020
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
62021
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
52022
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
52021
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
22022
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
22020
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
12022
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
12022
Learning and Adapting Continuously for Data Streams
O Wu
PhD Thesis-University of Auckland, 2023
2023
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Articles 1–10