According to our database1, Jason Lines authored at least 21 papers between 2011 and 2018.
Legend:Book In proceedings Article PhD thesis Other
Time Series Classification with HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles.
Is rotation forest the best classifier for problems with continuous features?
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.
Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings.
The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version.
HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles for Time Series Classification.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Time-series classification with COTE: The collective of transformation-based ensembles.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Time Series classification through transformation and ensembles.
PhD thesis, 2015
Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles.
IEEE Trans. Knowl. Data Eng., 2015
Time series classification with ensembles of elastic distance measures.
Data Min. Knowl. Discov., 2015
Classification of time series by shapelet transformation.
Data Min. Knowl. Discov., 2014
An Experimental Evaluation of Nearest Neighbour Time Series Classification.
Finding Motif Sets in Time Series.
Ensembles of Elastic Distance Measures for Time Series Classification.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Clupea Harengus: Intraspecies Distinction using Curvature Scale Space and Shapelets - Classification of North-sea and Thames Herring using Boundary Contour of Sagittal Otoliths.
Proceedings of the ICPRAM 2013, 2013
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
Classification of Household Devices by Electricity Usage Profiles.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011