Items where Author is "Lines, Jason"

Article

Mitchenson, Sam, Johnson, Jessica H. ORCID: https://orcid.org/0000-0003-3628-6402, Milner, Ben and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2024) Identifying earthquake swarms at Mt. Ruapehu, New Zealand: a machine learning approach. Frontiers in Earth Science, 12. ISSN 2296-6463

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

Large, James, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2019) A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates. Data Mining and Knowledge Discovery, 33 (6). pp. 1674-1709. ISSN 1384-5810

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Taylor, Sarah and Bagnall, Anthony (2018) Time series classification with HIVE-COTE: The hierarchical vote collective of transformation-based ensembles. ACM Transactions on Knowledge Discovery from Data, 12 (5). ISSN 1556-4681

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

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2015) Time series classification with ensembles of elastic distance measures. Data Mining and Knowledge Discovery, 29 (3). pp. 565-592. ISSN 1384-5810

Hills, J., Lines, J ORCID: https://orcid.org/0000-0002-1496-5941, Baranauskas, E., Mapp, J. and Bagnall, A. (2014) Classification of time series by shapelet transformation. Data Mining and Knowledge Discovery, 28 (4). pp. 851-881. ISSN 1384-5810

Bagnall, Anthony and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2014) An Experimental Evaluation of Nearest Neighbour Time Series Classification.

Bagnall, Anthony, Hills, Jon and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2014) Finding Motif Sets in Time Series.

Davis, Luke M., Theobald, Barry-John, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Toms, Andoni and Bagnall, Anthony (2012) On the segmentation and classification of hand radiographs. International Journal of Neural Systems, 22 (5). pp. 1250020-1250036. ISSN 0129-0657

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2012) Alternative quality measures for time series shapelets. Lecture Notes in Computer Sciences, 7435. pp. 475-483. ISSN 0302-9743

Lines, Jason A. ORCID: https://orcid.org/0000-0002-1496-5941, Bagnall, Anthony, Caiger-Smith, Patrick and Anderson, Simon (2011) Classification of household devices by electricity usage profiles. Proceedings of the 12th International Conference on Intelligent Data Engineering and Automated Learning. pp. 403-412.

Book Section

Ives-Keeler, Catherine, Buckley, Oliver ORCID: https://orcid.org/0000-0003-1502-5721 and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2021) Understanding Trust in Social Media: Twitter. In: HCI International 2021 - Posters - 23rd HCI International Conference, HCII 2021, Proceedings. Communications in Computer and Information Science . Springer, pp. 440-447. ISBN 978-3-030-78634-2

Oastler, George and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2019) A Significantly Faster Elastic-Ensemble for Time-Series Classification. In: Intelligent Data Engineering and Automated Learning – IDEAL 2019. Proceedings of the 20th International Conference on Intelligent Data Engineering and Automated Learning . Springer, pp. 446-453. ISBN 978-3-030-33606-6

Conference or Workshop Item

Rushbrooke, Aiden, Kinna, Thomas, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Bagnall, Tony and Sami, Saber (2024) Time Domain Classification for Brain-Computer Interface Based Problems. In: Organization for Human Brain Mapping, 2024-06-23, Coex Convention & Exhibition Center.

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Oastler, George (2022) TS-QUAD: A Smaller Elastic Ensemble For Time Series Classification. In: 3rd International Conference on Pattern Recognition and Artificial Intelligence, 2022-06-01 - 2022-06-03, Campus des Cordeliers.

Vickers, William, Milner, Ben, Lee, Robert and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2019) A comparison of machine learning methods for detecting right whales from autonomous surface vehicles. In: UNSPECIFIED.

Vickers, William, Milner, Ben, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Lee, Robert (2019) Detecting right whales from autonomous surface vehicles using RNNs and CNNs. In: UNSPECIFIED.

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Taylor, Sarah and Bagnall, Anthony (2016) HIVE-COTE: The hierarchical vote collective of transformation-based ensembles for time series classification:IEEE International Conference on Data Mining. In: IEEE ICDM 2016 conference, 2016-12-13 - 2016-12-15.

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.

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2014) Ensembles of Elastic Distance Measures for Time Series Classification. In: SIAM International Conference on Data Mining, 2012-04-26 - 2012-04-28.

Mapp, J, Fisher, M, Bagnall, T, Lines, J ORCID: https://orcid.org/0000-0002-1496-5941, Songer, Sally and Scutt Phillips, Joe (2013) Clupea Harengus: Intraspecies Distinction Using Curvature Scale Space and Shapelets. In: 2nd International Conference on Pattern Recognition Applications and Methods, 2013-02-01.

Bagnall, A, Davis, L, Hills, J and Lines, J ORCID: https://orcid.org/0000-0002-1496-5941 (2012) Transformation Based Ensembles for Time Series Classification. In: SIAM International Conference on Data Mining, 2012-04-26 - 2012-04-28.

Lines, J ORCID: https://orcid.org/0000-0002-1496-5941, Davis, L, Hills, J and Bagnall, A (2012) A Shapelet Transform for Time Series Classification. In: 18th International Conference on Knowledge Discovery in Data and Data Mining, 2012-08-12 - 2012-08-16.