Jason Lines

Classification of time series by shapelet transformation

Jon Hills, Jason Lines, Edgaras Baranauskas et al. · Data Mining and Knowledge Discovery · 2013 · 513 citations

Engineering, Data Mining, Pattern Recognition +6

Time series classification with ensembles of elastic distance measures

Jason Lines, Anthony Bagnall · Data Mining and Knowledge Discovery · 2014 · 508 citations

Classification Method, Engineering, Data Science +7

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 · 403 citations · Full text

Engineering, Machine Learning, Simple Collective +17

A shapelet transform for time series classification

Jason Lines, Luke M. Davis, Jon Hills et al. · 2012 · 344 citations

Engineering, Machine Learning, Shapelet Transformation +17

Time Series Classification with HIVE-COTE

Jason Lines, Sarah Taylor, Anthony Bagnall · ACM Transactions on Knowledge Discovery from Data · 2018 · 309 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16