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Aaron Bostrom
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- affiliation (PhD 2018): University of East Anglia, Norwich, UK
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2020 – today
- 2023
- [j5]Aliya Aleryani
, Aaron Bostrom
Multiple Imputation Ensembles for Time Series (MIE-TS). ACM Trans. Knowl. Discov. Data 17(3): 44:1-44:28 (2023) - 2021
- [j4]Matthew Middlehurst
HIVE-COTE 2.0: a new meta ensemble for time series classification. Mach. Learn. 110(11): 3211-3243 (2021) - [i6]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 abs/2104.07551 (2021)
2010 – 2019
- 2018
- [b1]Aaron Bostrom:
Shapelet transforms for univariate and multivariate time series classification. University of East Anglia, Norwich, UK, 2018 - [i5]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 abs/1809.06705 (2018) - [i4]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 abs/1811.00075 (2018) - 2017
- [j3]Anthony J. Bagnall
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Min. Knowl. Discov. 31(3): 606-660 (2017) - [j2]Aaron Bostrom, Anthony J. Bagnall:
Binary Shapelet Transform for Multiclass Time Series Classification. Trans. Large Scale Data Knowl. Centered Syst. 32: 24-46 (2017) - [i3]Anthony J. Bagnall, Aaron Bostrom, James Large, Jason Lines:
Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings. CoRR abs/1703.09480 (2017) - [i2]Aaron Bostrom, Anthony J. Bagnall:
A Shapelet Transform for Multivariate Time Series Classification. CoRR abs/1712.06428 (2017) - 2016
- [c2]Anthony J. Bagnall, Jason Lines
Time-series classification with COTE: The collective of transformation-based ensembles. ICDE 2016: 1548-1549 - [i1]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 abs/1602.01711 (2016) - 2015
- [j1]Anthony J. Bagnall, Jason Lines
Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles. IEEE Trans. Knowl. Data Eng. 27(9): 2522-2535 (2015) - [c1]Aaron Bostrom, Anthony J. Bagnall:
Binary Shapelet Transform for Multiclass Time Series Classification. DaWaK 2015: 257-269
Coauthor Index
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