Jason Lines

According to our database1, Jason Lines
  • authored at least 19 papers between 2011 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

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Links

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Bibliography

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

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

2015
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

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 North-sea 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


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