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1

Classification of time series by shapelet transformation

Hills, Jon, Lines, Jason, Baranauskas, Edgaras, Mapp, James, Bagnall, Anthony

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 1.08 MB

english, 2014

2

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

Bagnall, Anthony, Lines, Jason, Bostrom, Aaron, Large, James, Keogh, Eamonn

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 1.83 MB

english, 2017

3

Clustering Time Series with Clipped Data

Anthony Bagnall, Gareth Janacek

Journal:

Machine Learning

Year:

2005

Language:

english

File:

PDF, 574 KB

english, 2005

4

Optimizing dynamic time warping’s window width for time series data mining applications

Dau, Hoang Anh, Silva, Diego Furtado, Petitjean, François, Forestier, Germain, Bagnall, Anthony, Mueen, Abdullah, Keogh, Eamonn

Journal:

Data Mining and Knowledge Discovery

Year:

2018

Language:

english

File:

PDF, 1.68 MB

english, 2018

5

An ultra-fast time series distance measure to allow data mining in more complex real-world deployments

Gharghabi, Shaghayegh, Imani, Shima, Bagnall, Anthony, Darvishzadeh, Amirali, Keogh, Eamonn

Journal:

Data Mining and Knowledge Discovery

Year:

2020

File:

PDF, 2.17 MB

2020

6

A Run Length Transformation for Discriminating Between Auto Regressive Time Series

Anthony Bagnall, Gareth Janacek

Journal:

Journal of Classification

Year:

2014

Language:

english

File:

PDF, 508 KB

english, 2014

7

Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles

Bagnall, Anthony, Lines, Jason, Hills, Jon, Bostrom, Aaron

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2015

Language:

english

File:

PDF, 4.90 MB

english, 2015

8

[IEEE 2016 IEEE 16th International Conference on Data Mining (ICDM) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining (ICDM) - HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles for Time Series Classification

Lines, Jason, Taylor, Sarah, Bagnall, Anthony

Year:

2016

Language:

english

File:

PDF, 165 KB

english, 2016

9

[IEEE 2018 IEEE International Conference on Data Mining (ICDM) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining (ICDM) - Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios

Gharghabi, Shaghayegh, Imani, Shima, Bagnall, Anthony, Darvishzadeh, Amirali, Keogh, Eamonn

Year:

2018

Language:

english

File:

PDF, 509 KB

english, 2018

10

On time series classification with dictionary-based classifiers

Large, James, Bagnall, Anthony, Malinowski, Simon, Tavenard, Romain

Journal:

Intelligent Data Analysis

Year:

2019

Language:

english

File:

PDF, 2.36 MB

english, 2019

11

On time series classification with dictionary-based classifiers

Large, James, Bagnall, Anthony, Malinowski, Simon, Tavenard, Romain

Journal:

Intelligent Data Analysis

Year:

2019

File:

PDF, 2.36 MB

2019

12

[Lecture Notes in Computer Science] Advanced Analytics and Learning on Temporal Data Volume 11986 (4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers) ||

Lemaire, Vincent, Malinowski, Simon, Bagnall, Anthony, Bondu, Alexis, Guyet, Thomas, Tavenard, Romain

Year:

2020

Language:

english

File:

PDF, 21.09 MB

english, 2020

13

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Time series ordinal classification via shapelets

Guijo-Rubio, David, Gutierrez, Pedro A., Bagnall, Anthony, Hervas-Martinez, Cesar

Year:

2020

File:

PDF, 945 KB

2020

14

A method for the prediction of protein adsorption on implant surfaces

Robert David Bagnall, Philip Anthony Arundel

Journal:

Journal of Biomedical Materials Research Part B: Applied Biomaterials

Year:

1983

Language:

english

File:

PDF, 327 KB

english, 1983

15

Profile area: A useful pendant drop parameter

Robert David Bagnall, Philip Anthony Arundel

Journal:

Journal of Colloid and Interface Science

Year:

1978

Language:

english

File:

PDF, 517 KB

english, 1978

16

Autonomous Adaptive Agents for Single Seller Sealed Bid Auctions

Anthony Bagnall, Iain Toft

Journal:

Autonomous Agents and Multi-Agent Systems

Year:

2006

Language:

english

File:

PDF, 346 KB

english, 2006

17

A Bit Level Representation for Time Series Data Mining with Shape Based Similarity

Anthony Bagnall, Chotirat “Ann” Ratanamahatana, Eamonn Keogh, Stefano Lonardi, Gareth Janacek

Journal:

Data Mining and Knowledge Discovery

Year:

2006

Language:

english

File:

PDF, 977 KB

english, 2006

18

A learning classifier system for mazes with aliasing clones

Zhanna V. Zatuchna, Anthony J. Bagnall

Journal:

Natural Computing

Year:

2009

Language:

english

File:

PDF, 1018 KB

english, 2009

19

ON THE SEGMENTATION AND CLASSIFICATION OF HAND RADIOGRAPHS

DAVIS, LUKE M., THEOBALD, BARRY-JOHN, LINES, JASON, TOMS, ANDONI, BAGNALL, ANTHONY

Journal:

International Journal of Neural Systems

Year:

2012

Language:

english

File:

PDF, 591 KB

english, 2012

20

Physiology of the small bowel: A new approach using MRI and proposal for a new metric of function

Andoni P. Toms, Aser Farghal, Bahman Kasmai, Anthony Bagnall, Paul N. Malcolm

Journal:

Medical Hypotheses

Year:

2011

Language:

english

File:

PDF, 371 KB

english, 2011

21

BruteSuppression: a size reduction method for Apriori rule sets

Jon Hills, Anthony Bagnall…

Journal:

Journal of Intelligent Information Systems

Year:

2013

Language:

english

File:

PDF, 939 KB

english, 2013

22

Time series classification with ensembles of elastic distance measures

Lines, Jason, Bagnall, Anthony

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 1.16 MB

english, 2015

23

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - A shapelet transform for time series classification

Lines, Jason, Davis, Luke M., Hills, Jon, Bagnall, Anthony

Year:

2012

Language:

english

File:

PDF, 2.57 MB

english, 2012

24

Ensembles of Random Sphere Cover Classifiers

Younsi, Reda, Bagnall, Anthony

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 3.57 MB

english, 2015

25

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Benchmarking the semi-supervised naïve Bayes classifier

Saeed, Awat A., Cawley, Gavin C., Bagnall, Anthony

Year:

2015

Language:

english

File:

PDF, 1.48 MB

english, 2015

26

An efficient randomised sphere cover classifier

Younsi, Reda, Bagnall, Anthony

Journal:

International Journal of Data Mining Modelling and Management

Year:

2012

Language:

english

File:

PDF, 371 KB

english, 2012

27

The surface area of pendant drops

Arundel, Philip Anthony, Bagnall, Robert David

Journal:

Journal of Physical Chemistry

Year:

1977

Language:

english

File:

PDF, 727 KB

english, 1977

28

The profile area of pendant drops

Bagnall, Robert David, Arundel, Philip Anthony

Journal:

Journal of Physical Chemistry

Year:

1978

Language:

english

File:

PDF, 536 KB

english, 1978

29

The safety of the realm in retrospect and prospect

Bagnall, Anthony

Journal:

The RUSI Journal

Year:

2003

Language:

english

File:

PDF, 415 KB

english, 2003

30

[IEEE 2016 IEEE 32nd International Conference on Data Engineering (ICDE) - Helsinki, Finland (2016.5.16-2016.5.20)] 2016 IEEE 32nd International Conference on Data Engineering (ICDE) - Time-series classification with COTE: The collective of transformation-based ensembles

Bagnall, Anthony, Lines, Jason, Hills, Jon, Bostrom, Aaron

Year:

2016

Language:

english

File:

PDF, 122 KB

english, 2016

31

[IEEE 2016 IEEE 43rd Photovoltaic Specialists Conference (PVSC) - Portland, OR, USA (2016.6.5-2016.6.10)] 2016 IEEE 43rd Photovoltaic Specialists Conference (PVSC) - Evaluating the accuracy of point spread function deconvolutions applied to luminescence images

Payne, David N. R., Juhl, Mattias K., Pollard, Michael E., Teal, Anthony, Bagnall, Darren M.

Year:

2016

Language:

english

File:

PDF, 606 KB

english, 2016

32

Spectral response of steady-state photoluminescence from GaAs 1-x P x layers grown on a SiGe/Si system

Wang, Li, Pollard, Michael E., Klaus Juhl, Mattias, Conrad, Brianna, Soeriyadi, Anastasia, Li, Dun, Lochtefeld, Anthony, Gerger, Andrew, Bagnall, Darren M., Barnett, Allen, Perez-Wurfl, Ivan

Journal:

Applied Physics Letters

Year:

2017

Language:

english

File:

PDF, 1.70 MB

english, 2017

33

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series

Dau, Hoang Anh, Silva, Diego Furtado, Petitjean, Francois, Forestier, Germain, Bagnall, Anthony, Keogh, Eamonn

Year:

2017

Language:

english

File:

PDF, 319 KB

english, 2017

34

[IEEE 2017 IEEE 44th Photovoltaic Specialists Conference (PVSC) - Washington, DC (2017.6.25-2017.6.30)] 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC) - Evaluating the accuracy of point spread function deconvolutions applied to luminescence images

Payne, David N. R., Juhl, Mattias K., Pollard, Michael E., Teal, Anthony, Bagnall, Darren M.

Year:

2017

Language:

english

File:

PDF, 606 KB

english, 2017

35

Time Series Classification with HIVE-COTE

Lines, Jason, Taylor, Sarah, Bagnall, Anthony

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2018

Language:

english

File:

PDF, 2.42 MB

english, 2018

36

A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates

Large, James, Lines, Jason, Bagnall, Anthony

Journal:

Data Mining and Knowledge Discovery

Year:

2019

Language:

english

File:

PDF, 1.27 MB

english, 2019

37

The UCR time series archive

Dau, Hoang Anh, Bagnall, Anthony, Kamgar, Kaveh, Yeh, Chin-Chia Michael, Zhu, Yan, Gharghabi, Shaghayegh, Ratanamahatana, Chotirat Ann, Keogh, Eamonn

Journal:

IEEE/CAA Journal of Automatica Sinica

Year:

2019

File:

PDF, 6.61 MB

2019