Standout Papers

The great time series classification bake off: a review and experimental ev... 2013 2026 2017 2021 654
  1. The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances (2016)
    Anthony Bagnall, Jason Lines et al. Data Mining and Knowledge Discovery
  2. Time series classification with ensembles of elastic distance measures (2014)
    Jason Lines, Anthony Bagnall Data Mining and Knowledge Discovery
  3. Classification of time series by shapelet transformation (2013)
    Jon Hills, Jason Lines et al. Data Mining and Knowledge Discovery

Immediate Impact

1 from Science/Nature 64 standout
Sub-graph 1 of 22

Citing Papers

Predicting Chlorophyll-a Concentrations in the World’s Largest Lakes Using Kolmogorov-Arnold Networks
2025 Standout
Bake off redux: a review and experimental evaluation of recent time series classification algorithms
2024 Standout
29 intermediate papers

Works of Jason Lines being referenced

A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates
2019
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances
2016 Standout
and 6 more

Author Peers

Author Last Decade Papers Cites
Jason Lines 1420 336 1168 12 1.8k
Jessica Lin 1313 304 1000 35 1.9k
Chotirat Ann Ratanamahatana 802 157 605 17 1.5k
Abdullah Mueen 1265 273 920 41 1.9k
James Clifford 1041 142 772 34 2.0k
Anthony Bagnall 1916 497 1712 51 2.8k
Kaushik Chakrabarti 1052 144 678 16 1.5k
Hassan Ismail Fawaz 867 130 893 9 2.0k
François Petitjean 659 136 686 44 1.9k
Pierre-Alain Müller 857 130 977 23 2.1k
Goce Trajcevski 1156 209 892 79 2.1k

All Works

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2026