Angus Dempster

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Summary Statistics

Nearest Neighbor

Ridge Regression

Top Venues

Data Min. Knowl. Discov.

Publications

Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier, Ali Ismail-Fawaz, Antoine Guillaume, David Guijo-Rubio, Chang Wei Tan, Angus Dempster, Geoffrey I. Webb
A Hands-on Introduction to Time Series Classification and Regression. KDD (2024)
Angus Dempster, Geoffrey I. Webb, Daniel F. Schmidt
Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data. CoRR (2024)
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
quant: a minimalist interval method for time series classification. Data Min. Knowl. Discov. 38 (4) (2024)
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
QUANT: A Minimalist Interval Method for Time Series Classification. CoRR (2023)
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
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set. CoRR (2023)
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
Hydra: competing convolutional kernels for fast and accurate time series classification. Data Min. Knowl. Discov. 37 (5) (2023)
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
HYDRA: Competing convolutional kernels for fast and accurate time series classification. CoRR (2022)
Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification. Data Min. Knowl. Discov. 36 (5) (2022)
Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb
MultiRocket: Effective summary statistics for convolutional outputs in time series classification. CoRR (2021)
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
MiniRocket: A Very Fast (Almost) Deterministic Transform for Time Series Classification. KDD (2021)
Angus Dempster, François Petitjean, Geoffrey I. Webb
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Data Min. Knowl. Discov. 34 (5) (2020)
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification. CoRR (2020)
Angus Dempster, François Petitjean, Geoffrey I. Webb
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels. CoRR (2019)