Items where Author is "Bostrom, Aaron"

Up a level
Export as [feed] RSS
Group by: Item Type | Status | No Grouping
Number of items: 9.


Middlehurst, Matthew, Large, James, Flynn, Michael, Lines, Jason, Bostrom, Aaron and Bagnall, Anthony (2021) HIVE-COTE 2.0: a new meta ensemble for time series classification. Machine Learning. ISSN 0885-6125

Colmer, Joshua, O'Neill, Carmel M., Wells, Rachel, Bostrom, Aaron, 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, 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:AirSurf-Lettuce. Horticulture Research, 2019 (6). pp. 1-12. ISSN 2052-7276

Reynolds, Daniel, Baret, Frederic, Welcker, Claude, Bostrom, Aaron, 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, Bostrom, Aaron, 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, Hills, Jon and Bostrom, Aaron (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 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, Hills, Jon and Bostrom, Aaron (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 Oct 19 00:05:06 2021 BST.