Angus Dempster

Orcid: 0000-0002-6809-0482

According to our database1, Angus Dempster authored at least 9 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
quant: a minimalist interval method for time series classification.
Data Min. Knowl. Discov., July, 2024

Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data.
CoRR, 2024

A Hands-on Introduction to Time Series Classification and Regression.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Hydra: competing convolutional kernels for fast and accurate time series classification.
Data Min. Knowl. Discov., September, 2023

An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set.
CoRR, 2023

2022
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification.
Data Min. Knowl. Discov., 2022

2021
MultiRocket: Effective summary statistics for convolutional outputs in time series classification.
CoRR, 2021

MiniRocket: A Very Fast (Almost) Deterministic Transform for Time Series Classification.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels.
Data Min. Knowl. Discov., 2020


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