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Anthony Bagnall
Full Professor, Electronics and Computer Science, University of Southampton
Joined
July 2019
Names
Anthony Bagnall
(Preferred)
,
Anthony J. Bagnall
,
Tony Bagnall
Emails
****@uea.ac.uk
(Confirmed)
,
****@uea.ac.uk
(Confirmed)
,
****@cmp.uea.ac.uk
(Confirmed)
,
****@soton.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
Electronics and Computer Science,
University of Southampton
(soton.ac.uk)
2023
–
Present
Full Professor
Computer Science ,
University of East Anglia
(uea.ac.uk)
2018
–
2023
Advisors, Relations & Conflicts
Postdoc Advisee
Matthew Middlehurst
Present
PhD Advisee
Aiden Rushbrooke
2022
–
Present
Expertise
time series regression
2022
–
Present
time series clustering
2020
–
Present
ensemble learning
2018
–
Present
time series classification
2008
–
Present
Time series machine learning
2004
–
Present
Publications
Time Series Machine Learning for Classifying Electroencephalograms
Aiden Rushbrooke
,
Saber Sami
,
Matthew Middlehurst
,
Tony Bagnall
Accepted by DMLR
Readers:
Everyone
A Review and Evaluation of Elastic Distance Functions for Time Series Clustering
Chris Holder
,
Matthew Middlehurst
,
Anthony J. Bagnall
2022 (modified: 02 Feb 2023)
CoRR 2022
Readers:
Everyone
The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier
Matthew Middlehurst
,
Anthony J. Bagnall
2022 (modified: 02 Feb 2023)
CoRR 2022
Readers:
Everyone
The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier
Matthew Middlehurst
,
Anthony J. Bagnall
2022 (modified: 02 Feb 2023)
ICPRAI (2) 2022
Readers:
Everyone
HIVE-COTE 2.0: a new meta ensemble for time series classification
Matthew Middlehurst
,
James Large
,
Michael Flynn
,
Jason Lines
,
Aaron Bostrom
,
Anthony J. Bagnall
2021 (modified: 02 Feb 2023)
Mach. Learn. 2021
Readers:
Everyone
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances
Alejandro Pasos Ruiz
,
Michael Flynn
,
James Large
,
Matthew Middlehurst
,
Anthony J. Bagnall
2021 (modified: 02 Feb 2023)
Data Min. Knowl. Discov. 2021
Readers:
Everyone
HIVE-COTE 2.0: a new meta ensemble for time series classification
Matthew Middlehurst
,
James Large
,
Michael Flynn
,
Jason Lines
,
Aaron Bostrom
,
Anthony J. Bagnall
2021 (modified: 02 Feb 2023)
CoRR 2021
Readers:
Everyone
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification
Matthew Middlehurst
,
James Large
,
Gavin C. Cawley
,
Anthony J. Bagnall
2021 (modified: 02 Feb 2023)
CoRR 2021
Readers:
Everyone
A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0
Anthony J. Bagnall
,
Michael Flynn
,
James Large
,
Jason Lines
,
Matthew Middlehurst
2020 (modified: 02 Feb 2023)
CoRR 2020
Readers:
Everyone
An ultra-fast time series distance measure to allow data mining in more complex real-world deployments
Shaghayegh Gharghabi
,
Shima Imani
,
Anthony J. Bagnall
,
Amirali Darvishzadeh
,
Eamonn J. Keogh
2020 (modified: 02 Feb 2023)
Data Min. Knowl. Discov. 2020
Readers:
Everyone
View all 73 publications
Co-Authors
Aaron Bostrom
Abdullah Mueen
Aiden Rushbrooke
Alejandro Pasos Ruiz
Amirali Darvishzadeh
Andoni Toms
Awat A. Saeed
Barry-John Theobald
Beatriz de la Iglesia
Chin-Chia Michael Yeh
Chotirat Ann Ratanamahatana
Chris Holder
César Hervás-Martínez
David Guijo-Rubio
Diego Furtado Silva
E. Kate Kemsley
Eamonn J. Keogh
Edgaras Baranauskas
Franz J. Király
François Petitjean
Gareth J. Janacek
Gavin C. Cawley
George Oastler
Germain Forestier
Graeme Richards
View all 59 co-authors