Ben Halstead
University of Auckland
H-index: 4
Oceania-New Zealand
Top articles of Ben Halstead
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams | ACM Transactions on Knowledge Discovery from Data | Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet | 2023/5/12 |
FALL: A Modular Adaptive Learning Platform for Streaming Data | Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet | 2023/4/3 | |
A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams | Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet | 2022/10/13 | |
Measuring Difficulty of Learning Using Ensemble Methods | Bowen Chen Yun Sing Koh Ben Halstead | 2022/12/5 | |
Active Learning Using Difficult Instances | Bowen Chen Yun Sing Koh Ben Halstead | 2022/12/3 | |
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency | Data Mining and Knowledge Discovery | Ben Halstead Yun Sing Koh Patricia Riddle Russel Pears Mykola Pechenizkiy | 2021/5 |
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information | Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet | 2021/4/19 |
