Chotirat Ann Ratanamahatana

Exact indexing of dynamic time warping

Eamonn Keogh, Chotirat Ann Ratanamahatana · Knowledge and Information Systems · 2004 · 1.9K citations

Engineering, Information Retrieval, Data Mining +7

Fast time series classification using numerosity reduction

Xiaopeng Xi, Eamonn Keogh, Christian R. Shelton et al. · 2006 · 597 citations

Numerosity Reduction, Engineering, Machine Learning +19

Towards parameter-free data mining

Eamonn Keogh, Stefano Lonardi, Chotirat Ann Ratanamahatana · 2004 · 567 citations

Engineering, Machine Learning, Pattern Discovery +18

Making Time-series Classification More Accurate Using Learned Constraints

Chotirat Ann Ratanamahatana, Eamonn Keogh · 2004 · 397 citations

Three Myths about Dynamic Time Warping Data Mining

Chotirat Ann Ratanamahatana, Eamonn Keogh · 2005 · 391 citations

Anomaly Detection, Machine Learning, Engineering +22