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2020 – today
- 2022
[j1]Ocean Wu
, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Probabilistic exact adaptive random forest for recurrent concepts in data streams. Int. J. Data Sci. Anal. 13(1): 17-32 (2022)- [c9]Qifan Wang, Shujie Cui, Lei Zhou, Ocean Wu, Yonghua Zhu, Giovanni Russello:
EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE. AsiaCCS 2022: 741-755 - [c8]Bowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares:
Online Air Pollution Inference using Concept Recurrence and Transfer Learning. DSAA 2022: 1-10 - [c7]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Cost-Effective Transfer Learning for Data Streams. ICDM 2022: 1233-1238 - [i1]Qifan Wang, Shujie Cui, Lei Zhou, Ocean Wu, Yonghua Zhu, Giovanni Russello:
EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE. CoRR abs/2203.01438 (2022) - 2021
- [c6]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Transfer Learning with Adaptive Online TrAdaBoost for Data Streams. ACML 2021: 1017-1032 - [c5]Thomas Lacombe, Yun Sing Koh, Gillian Dobbie, Ocean Wu:
A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams. IJCNN 2021: 1-8 - [c4]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Nacre: Proactive Recurrent Concept Drift Detection in Data Streams. IJCNN 2021: 1-8 - 2020
- [c3]Ocean Wu, Yun Sing Koh, Giovanni Russello:
GPU-based State Adaptive Random Forest for Evolving Data Streams. IJCNN 2020: 1-8 - [c2]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams. PAKDD (2) 2020: 17-30
2010 – 2019
- 2019
- [c1]Aaron Keesing, Matthew Ooi, Ocean Wu, Xinghao Ye, Lindsay Alexander Shaw, Burkhard C. Wünsche:
HIIT With Hits: Using Music and Gameplay to Induce HIIT in Exergames. ACSW 2019: 36:1-36:10
Coauthor Index
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