Angus Dempster

17 papers A* 2Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Multiverse of Time Series Machine Learning: an Archive for Multivariate Time Series Classification.
CoRR
Matthew Middlehurst, Aiden Rushbrooke, Ali Ismail-Fawaz, Maxime Devanne, Germain Forestier, Angus Dempster, Geoffrey I. Webb, Christopher Holder, Anthony J. Bagnall
2025 J jnl
MONSTER: Monash Scalable Time Series Evaluation Repository.
CoRR
Angus Dempster, Navid Mohammadi Foumani, Chang Wei Tan, Lynn Miller, Amish Mishra, Mahsa Salehi, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb
2025 J jnl
MONSTER: Monash Scalable Time Series Evaluation Repository.
J. Data-centric Mach. Learn. Res.
Angus Dempster, Navid Mohammadi Foumani, Chang Wei Tan, Lynn Miller, Amish Mishra, Mahsa Salehi, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb
2024 A* conf
A Hands-on Introduction to Time Series Classification and Regression.
KDD
Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier, Ali Ismail-Fawaz, Antoine Guillaume, David Guijo-Rubio, Chang Wei Tan, Angus Dempster, Geoffrey I. Webb
2024 — conf
Highly Scalable Time Series Classification for Very Large Datasets.
AALTD@ECML/PKDD
Angus Dempster, Chang Wei Tan, Lynn Miller, Navid Mohammadi Foumani, Daniel F. Schmidt, Geoffrey I. Webb
2024 J jnl
Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data.
CoRR
Angus Dempster, Geoffrey I. Webb, Daniel F. Schmidt
2024 J jnl
quant: a minimalist interval method for time series classification.
Data Min. Knowl. Discov.
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
2023 J jnl
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set.
CoRR
Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb
2023 J jnl
Hydra: competing convolutional kernels for fast and accurate time series classification.
Data Min. Knowl. Discov.
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
2023 J jnl
QUANT: A Minimalist Interval Method for Time Series Classification.
CoRR
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
2022 J jnl
HYDRA: Competing convolutional kernels for fast and accurate time series classification.
CoRR
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
2022 J jnl
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification.
Data Min. Knowl. Discov.
Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb
2021 A* conf
MiniRocket: A Very Fast (Almost) Deterministic Transform for Time Series Classification.
KDD
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
2021 J jnl
MultiRocket: Effective summary statistics for convolutional outputs in time series classification.
CoRR
Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb
2020 J jnl
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification.
CoRR
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
2020 J jnl
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels.
Data Min. Knowl. Discov.
Angus Dempster, François Petitjean, Geoffrey I. Webb
2019 J jnl
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels.
CoRR
Angus Dempster, François Petitjean, Geoffrey I. Webb