Aaron Bostrom

ORCID

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 11

Top Venues

CoRR

Mach. Learn.

DaWaK

ACM Trans. Knowl. Discov. Data

University of East Anglia, Norwich, UK (PHD)

Education History

University of East Anglia, Norwich, UK

PHD

Publications

Aliya Aleryani, Aaron Bostrom, Wenjia Wang, Beatriz de la Iglesia
Multiple Imputation Ensembles for Time Series (MIE-TS). ACM Trans. Knowl. Discov. Data 17 (3) (2023)
Matthew Middlehurst, James Large, Michael Flynn, Jason Lines, Aaron Bostrom, Anthony J. Bagnall
HIVE-COTE 2.0: a new meta ensemble for time series classification. Mach. Learn. 110 (11) (2021)
Matthew Middlehurst, James Large, Michael Flynn, Jason Lines, Aaron Bostrom, Anthony J. Bagnall
HIVE-COTE 2.0: a new meta ensemble for time series classification. CoRR (2021)
Anthony J. Bagnall, Aaron Bostrom, Gavin C. Cawley, Michael Flynn, James Large, Jason Lines
Is rotation forest the best classifier for problems with continuous features? CoRR (2018)
Anthony J. Bagnall, Hoang Anh Dau, Jason Lines, Michael Flynn, James Large, Aaron Bostrom, Paul Southam, Eamonn J. Keogh
The UEA multivariate time series classification archive, 2018. CoRR (2018)
Anthony J. Bagnall, Jason Lines, Aaron Bostrom, James Large, Eamonn J. Keogh
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Min. Knowl. Discov. 31 (3) (2017)
Aaron Bostrom, Anthony J. Bagnall
Binary Shapelet Transform for Multiclass Time Series Classification. Trans. Large Scale Data Knowl. Centered Syst. 32 (2017)
Aaron Bostrom, Anthony J. Bagnall
A Shapelet Transform for Multivariate Time Series Classification. CoRR (2017)
Anthony J. Bagnall, Aaron Bostrom, James Large, Jason Lines
Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings. CoRR (2017)
Anthony J. Bagnall, Aaron Bostrom, James Large, Jason Lines
The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version. CoRR (2016)
Anthony J. Bagnall, Jason Lines, Jon Hills, Aaron Bostrom
Time-series classification with COTE: The collective of transformation-based ensembles. ICDE (2016)
Aaron Bostrom, Anthony J. Bagnall
Binary Shapelet Transform for Multiclass Time Series Classification. DaWaK (2015)
Anthony J. Bagnall, Jason Lines, Jon Hills, Aaron Bostrom
Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles. IEEE Trans. Knowl. Data Eng. 27 (9) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aaron Bostrom