Jason Lines
According to our database^{1},
Jason Lines
authored at least 21 papers
between 2011 and 2018.
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Bibliography
2018
Time Series Classification with HIVECOTE: The Hierarchical Vote Collective of TransformationBased Ensembles.
TKDD, 2018
Is rotation forest the best classifier for problems with continuous features?
CoRR, 2018
2017
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances.
Data Min. Knowl. Discov., 2017
The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts.
CoRR, 2017
Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings.
CoRR, 2017
2016
The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version.
CoRR, 2016
HIVECOTE: The Hierarchical Vote Collective of TransformationBased Ensembles for Time Series Classification.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Timeseries classification with COTE: The collective of transformationbased ensembles.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
2015
Time Series classification through transformation and ensembles.
PhD thesis, 2015
TimeSeries Classification with COTE: The Collective of TransformationBased Ensembles.
IEEE Trans. Knowl. Data Eng., 2015
Time series classification with ensembles of elastic distance measures.
Data Min. Knowl. Discov., 2015
2014
Classification of time series by shapelet transformation.
Data Min. Knowl. Discov., 2014
An Experimental Evaluation of Nearest Neighbour Time Series Classification.
CoRR, 2014
Finding Motif Sets in Time Series.
CoRR, 2014
Ensembles of Elastic Distance Measures for Time Series Classification.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
2013
Clupea Harengus: Intraspecies Distinction using Curvature Scale Space and Shapelets  Classification of Northsea and Thames Herring using Boundary Contour of Sagittal Otoliths.
Proceedings of the ICPRAM 2013, 2013
2012
On the Segmentation and Classification of Hand Radiographs.
Int. J. Neural Syst., 2012
Transformation Based Ensembles for Time Series Classification.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
A shapelet transform for time series classification.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Alternative Quality Measures for Time Series Shapelets.
Proceedings of the Intelligent Data Engineering and Automated Learning  IDEAL 2012, 2012
2011
Classification of Household Devices by Electricity Usage Profiles.
Proceedings of the Intelligent Data Engineering and Automated Learning  IDEAL 2011, 2011