Items where Author is "Bostrom, Aaron"

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Number of items: 9.

Article

Middlehurst, Matthew, Large, James, Flynn, Michael, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 and Bagnall, Anthony (2021) HIVE-COTE 2.0: a new meta ensemble for time series classification. Machine Learning, 110. 3211–3243. ISSN 0885-6125

Colmer, Joshua, O'Neill, Carmel M., Wells, Rachel, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038, Reynolds, Daniel, Websdale, Danny, Shiralagi, Gagan, Lu, Wei, Lou, Qiaojun, Le Cornu, Thomas, Ball, Joshua, Renema, Jim, Flores Andaluz, Gema, Benjamins, Rene, Penfield, Steven and Zhou, Ji (2020) SeedGerm: a cost‐effective phenotyping platform for automated seed imaging and machine‐learning based phenotypic analysis of crop seed germination. New Phytologist, 228 (2). pp. 778-793. ISSN 0028-646X

Bauer, Alan, Bostrom, Aaron George ORCID: https://orcid.org/0000-0002-7300-6038, Ball, Joshua, Applegate, Christopher, Cheng, Tao, Laycock, Stephen, Rojas, Sergio Moreno, Kirwan, Jacob and Zhou, Ji (2019) Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production. Horticulture Research, 2019 (6). pp. 1-12. ISSN 2052-7276

Reynolds, Daniel, Baret, Frederic, Welcker, Claude, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038, Ball, Joshua, Cellini, Francesco, Lorence, Argelia, Chawade, Aakash, Khafif, Mehdi, Noshita, Koji, Mueller-Linow, Mark, Zhou, Ji and Tardieu, François (2019) What is cost-efficient phenotyping? Optimizing costs for different scenarios. Plant Science, 282. pp. 14-22. ISSN 0168-9452

Bagnall, Anthony, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038, Large, James and Keogh, Eamonn (2017) The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Mining and Knowledge Discovery, 31 (3). 606–660. ISSN 1384-5810

Bagnall, Anthony, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Hills, Jon and Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 (2015) Time-series classification with COTE: The collective of transformation-based ensembles. IEEE Transactions on Knowledge and Data Engineering, 27 (9). pp. 2522-2535. ISSN 1041-4347

Book Section

Bostrom, Aaron and Bagnall, Anthony (2017) Binary shapelet transform for multiclass time series classification (extended version). In: Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXII. Lecture Notes in Computer Science, 10420 (1). Springer, pp. 24-46. ISBN 978-3-662-55607-8

Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 and Bagnall, Anthony (2015) Binary Shapelet Transform for Multiclass Time Series Classification. In: Big Data Analytics and Knowledge Discovery. Lecture Notes in Computer Science, 9263 . Springer, ESP, pp. 257-269. ISBN 978-3-319-22728-3

Conference or Workshop Item

Bagnall, Anthony, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Hills, Jon and Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 (2016) Time-series classification with COTE: The collective of transformation-based ensembles. In: 32nd International Conference on Data Engineering (ICDE), 2016-05-16 - 2016-05-20.

This list was generated on Tue Mar 19 11:15:47 2024 UTC.