Jason Lines

Classification of time series by shapelet transformation

Jon Hills, Jason Lines, Edgaras Baranauskas et al. · Data Mining and Knowledge Discovery · 2013 · 526 citations

Computing, Computer Science, Feature Engineering +13

Time series classification with ensembles of elastic distance measures

Jason Lines, Anthony Bagnall · Data Mining and Knowledge Discovery · 2014 · 517 citations

Computing, Data Science, Data Mining +12

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

Anthony Bagnall, Jason Lines, Jon Hills et al. · IEEE Transactions on Knowledge and Data Engineering · 2015 · 411 citations · Full text

Computing, Computer Science, Data Mining +16

A shapelet transform for time series classification

Jason Lines, Luke M. Davis, Jon Hills et al. · 2012 · 354 citations · Full text

Computing, Computer Science, Data Mining +15

Time Series Classification with HIVE-COTE

Jason Lines, Sarah Taylor, Anthony Bagnall · ACM Transactions on Knowledge Discovery from Data · 2018 · 322 citations · Full text

Computing, Computer Science, Computer Vision +15