Ocean Wu

According to our database, Ocean Wu authored at least 10 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Probabilistic exact adaptive random forest for recurrent concepts in data streams.

Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe

Int. J. Data Sci. Anal., 2022

Cost-Effective Transfer Learning for Data Streams.

Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe

Proceedings of the IEEE International Conference on Data Mining, 2022

Online Air Pollution Inference using Concept Recurrence and Transfer Learning.

Bowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE.

Qifan Wang, Shujie Cui, Lei Zhou, Ocean Wu, Yonghua Zhu, Giovanni Russello

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

Nacre: Proactive Recurrent Concept Drift Detection in Data Streams.

Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe

Proceedings of the International Joint Conference on Neural Networks, 2021

A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams.

Thomas Lacombe, Yun Sing Koh, Gillian Dobbie, Ocean Wu

Proceedings of the International Joint Conference on Neural Networks, 2021

Transfer Learning with Adaptive Online TrAdaBoost for Data Streams.

Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe

Proceedings of the Asian Conference on Machine Learning, 2021

2020

PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams.

Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

GPU-based State Adaptive Random Forest for Evolving Data Streams.

Ocean Wu, Yun Sing Koh, Giovanni Russello

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

HIIT With Hits: Using Music and Gameplay to Induce HIIT in Exergames.

Aaron Keesing, Matthew Ooi, Ocean Wu, Xinghao Ye, Lindsay Alexander Shaw, Burkhard C. Wünsche

Proceedings of the Australasian Computer Science Week Multiconference, 2019