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

Data mining and knowledge discovery, 2017-05, Vol.31 (3), p.606-660

2017

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Classification of time series by shapelet transformation

Data mining and knowledge discovery, 2014-07, Vol.28 (4), p.851-881

2014

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Time series classification with ensembles of elastic distance measures

Data mining and knowledge discovery, 2015-05, Vol.29 (3), p.565-592

2015

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Identifying earthquake swarms at Mt. Ruapehu, New Zealand: a machine learning approach

Frontiers in earth science (Lausanne), 2024-03, Vol.12

2024

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Impact of standardization of antimicrobial prophylaxis duration in pediatric cardiac surgery

The Journal of thoracic and cardiovascular surgery, 2016-10, Vol.152 (4), p.1115-1120

2016

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

ACM transactions on knowledge discovery from data, 2018-07, Vol.12 (5), p.1-35

2018

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

Data mining and knowledge discovery, 2019-11, Vol.33 (6), p.1674-1709

2019

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

IEEE transactions on knowledge and data engineering, 2015-09, Vol.27 (9), p.2522-2535

2015

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Enhanced recovery and early extubation after pediatric cardiac surgery using single-dose intravenous methadone

Annals of cardiac anaesthesia, 2020-01, Vol.23 (1), p.70-74

2020

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HIVE-COTE 2.0: a new meta ensemble for time series classification

Machine learning, 2021-12, Vol.110 (11-12), p.3211-3243

2021

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Classification of Household Devices by Electricity Usage Profiles

Intelligent Data Engineering and Automated Learning - IDEAL 2011, p.403-412

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Developing an outcome measure for an adult intellectual disabilities intensive support team – a practice paper

Advances in mental health and intellectual disabilities, 2023-07, Vol.17 (3), p.202-212

2023

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Evaluating the use of videoconferencing for handover and MDT meetings within an intensive support team

Advances in mental health and intellectual disabilities, 2023-11, Vol.17 (4), p.226-243

2023

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Exploring how support workers understand their role in supporting adults with intellectual disabilities to access the Internet for intimate relationships

Journal of applied research in intellectual disabilities, 2021-03, Vol.34 (2), p.556-566

2021

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A Significantly Faster Elastic-Ensemble for Time-Series Classification

Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019, Vol.11871, p.446-453

2019

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Time-series classification with COTE: The collective of transformation-based ensembles

2016 IEEE 32nd International Conference on Data Engineering (ICDE), 2016, p.1548-1549

2016

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IEEE_Xplore

"The Support Continuum" : Exploring How Support Workers Understand Their Role in Supporting Adults with Learning Disabilities to Use the Internet for Personal and Sexual Relationships

Lines, Jason

2019

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ProQuest

On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0)

Advanced Analytics and Learning on Temporal Data, p.3-18

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Understanding Trust in Social Media: Twitter

HCI International 2021 - Posters, p.440-447

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A shapelet transform for time series classification

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 2012, p.289-297

2012

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Alternative Quality Measures for Time Series Shapelets

Intelligent Data Engineering and Automated Learning - IDEAL 2012, p.475-483

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Time series classification through transformation and ensembles

Lines, Jason

2015

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ProQuest

On the segmentation and classification of hand radiographs

International journal of neural systems, 2012-10, Vol.22 (5), p.1250020

2012

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HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles for Time Series Classification

2016 IEEE 16th International Conference on Data Mining (ICDM), 2016, p.1041-1046

2016

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IEEE_Xplore

TS-QUAD: A Smaller Elastic Ensemble for Time Series Classification with No Reduction in Accuracy

Pattern Recognition and Artificial Intelligence, p.221-232

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

Classification of time series by shapelet transformation

Time series classification with ensembles of elastic distance measures

Identifying earthquake swarms at Mt. Ruapehu, New Zealand: a machine learning approach

Impact of standardization of antimicrobial prophylaxis duration in pediatric cardiac surgery

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

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

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

Enhanced recovery and early extubation after pediatric cardiac surgery using single-dose intravenous methadone

HIVE-COTE 2.0: a new meta ensemble for time series classification

Classification of Household Devices by Electricity Usage Profiles

Developing an outcome measure for an adult intellectual disabilities intensive support team – a practice paper

Evaluating the use of videoconferencing for handover and MDT meetings within an intensive support team

Exploring how support workers understand their role in supporting adults with intellectual disabilities to access the Internet for intimate relationships

A Significantly Faster Elastic-Ensemble for Time-Series Classification

Time-series classification with COTE: The collective of transformation-based ensembles

"The Support Continuum" : Exploring How Support Workers Understand Their Role in Supporting Adults with Learning Disabilities to Use the Internet for Personal and Sexual Relationships

On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0)

Understanding Trust in Social Media: Twitter

A shapelet transform for time series classification

Alternative Quality Measures for Time Series Shapelets

Time series classification through transformation and ensembles

On the segmentation and classification of hand radiographs

HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles for Time Series Classification

TS-QUAD: A Smaller Elastic Ensemble for Time Series Classification with No Reduction in Accuracy

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