Research output per year
Research output per year
Personal profile
Education/Academic qualification
Bachelor of Science, University of East Anglia
21 Sep 2015 → 15 Jun 2018
Award Date: 15 Jun 2018
-
HIVE-COTE 2.0: a new meta ensemble for time series classification
Middlehurst, M., Large, J., Flynn, M., Lines, J., Bostrom, A. & Bagnall, A., Dec 2021, In: Machine Learning. 110, p. 3211–3243 33 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Citations (Scopus)11 Downloads (Pure) -
The Canonical Interval Forest {(CIF)} Classifier for Time Series Classification
Middlehurst, M., Large, J. & Bagnall, A., 19 Mar 2021, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). The Institute of Electrical and Electronics Engineers (IEEE), p. 188-195 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile19 Citations (Scopus)9 Downloads (Pure) -
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances
Pasos Ruiz, A., Flynn, M., Large, J., Middlehurst, M. & Bagnall, A., Mar 2021, In: Data Mining and Knowledge Discovery. 35, p. 401–449 49 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile63 Citations (Scopus)54 Downloads (Pure) -
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification
Middlehurst, M., Large, J., Cawley, G. & Bagnall, A., 25 Feb 2021, p. 660-676. 17 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile11 Citations (Scopus)2 Downloads (Pure) -
On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0)
Bagnall, T., Flynn, M., Large, J. & Middlehurst, M., 16 Dec 2020, Lecture Notes in Computer Science: Advanced Analytics and Learning on Temporal Data (AALTD) . Lemaire, V., Malinowski, S., Bagnall, A., Guyet, T., Tavenard, R. & Ifrim, G. (eds.). Springer, Vol. 12588. p. 3-18 16 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
15 Citations (Scopus)