Ben Halstead

11 papers A* 2B 2Misc 2Journal 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information.
CoRR
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears
2024 J jnl
A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams.
CoRR
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
2023 J jnl
Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams.
ACM Trans. Knowl. Discov. Data
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
2023 A* conf
FALL: A Modular Adaptive Learning Platform for Streaming Data.
ICDE
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
2022 B conf
A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams.
DSAA
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
2022 Misc conf
Active Learning Using Difficult Instances.
AI
Bowen Chen, Yun Sing Koh, Ben Halstead
2022 J jnl
Analyzing and repairing concept drift adaptation in data stream classification.
Mach. Learn.
Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson
2022 Misc conf
Measuring Difficulty of Learning Using Ensemble Methods.
AusDM
Bowen Chen, Yun Sing Koh, Ben Halstead
2021 B conf
Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification.
DSAA
Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson
2021 A* conf
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information.
ICDE
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears
2021 J jnl
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency.
Data Min. Knowl. Discov.
Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet