Early classification on time series

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

Experiencing SAX: a novel symbolic representation of time series

Jessica Lin, Eamonn Keogh, Wei Li et al. · Data Mining and Knowledge Discovery · 2007 · 1.6K citations

Computing, Data Science, Mathematics +12

Querying and mining of time series data

Hui Ding, Goce Trajcevski, Peter Scheuermann et al. · Proceedings of the VLDB Endowment · 2008 · 1.3K citations

Computing, Computer Science, Data Science +6

Time series shapelets

Lexiang Ye, Eamonn Keogh · 2009 · 963 citations

Computing, Computer Science, Data Science +14