We stand with Ukraine  

Aaron Bostrom

Orcid: 0000-0002-7300-6038

Affiliations:
  • University of East Anglia, Norwich, UK (PhD 2018)


According to our database1, Aaron Bostrom authored at least 11 papers between 2015 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Multiple Imputation Ensembles for Time Series (MIE-TS).
[BibTeX]
[DOI]
Aliya Aleryani
,
Aaron Bostrom
,
Wenjia Wang
,
Beatriz de la Iglesia
ACM Trans. Knowl. Discov. Data, April, 2023

2021
HIVE-COTE 2.0: a new meta ensemble for time series classification.
[BibTeX]
[DOI]
Matthew Middlehurst
,
James Large
,
Michael Flynn
,
Jason Lines
,
Aaron Bostrom
,
Anthony J. Bagnall
Mach. Learn., 2021

2018
Shapelet transforms for univariate and multivariate time series classification.
[BibTeX]
[DOI]
Aaron Bostrom
PhD thesis, 2018

The UEA multivariate time series classification archive, 2018.
[BibTeX]
[DOI]
Anthony J. Bagnall
,
Hoang Anh Dau
,
Jason Lines
,
Michael Flynn
,
James Large
,
Aaron Bostrom
,
Paul Southam
,
Eamonn J. Keogh
CoRR, 2018

Is rotation forest the best classifier for problems with continuous features?
[BibTeX]
[DOI]
Anthony J. Bagnall
,
Aaron Bostrom
,
Gavin C. Cawley
,
Michael Flynn
,
James Large
,
Jason Lines
CoRR, 2018

2017
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances.
[BibTeX]
[DOI]
Anthony J. Bagnall
,
Jason Lines
,
Aaron Bostrom
,
James Large
,
Eamonn J. Keogh
Data Min. Knowl. Discov., 2017

A Shapelet Transform for Multivariate Time Series Classification.
[BibTeX]
[DOI]
Aaron Bostrom
,
Anthony J. Bagnall
CoRR, 2017

Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings.
[BibTeX]
[DOI]
Anthony J. Bagnall
,
Aaron Bostrom
,
James Large
,
Jason Lines
CoRR, 2017

2016
The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version.
[BibTeX]
[DOI]
Anthony J. Bagnall
,
Aaron Bostrom
,
James Large
,
Jason Lines
CoRR, 2016

Time-series classification with COTE: The collective of transformation-based ensembles.
[BibTeX]
[DOI]
Anthony J. Bagnall
,
Jason Lines
,
Jon Hills
,
Aaron Bostrom
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
Binary Shapelet Transform for Multiclass Time Series Classification.
[BibTeX]
[DOI]
Aaron Bostrom
,
Anthony J. Bagnall
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015


  Loading...