Multivariate time series clustering based on common principal component analysis

Clustering by fast search and find of density peaks

Álex Rodríguez, Alessandro Laio · Science · 2014 · 5K citations

Computing, Astronomy, Bioinformatics +13

Two-dimensional pca: a new approach to appearance-based face representation and recognition

Jian Yang, David Zhang, Alejandro F. Frangi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 3.6K citations · Full text

Computing, Computer Science, Computer Vision +15

Using dynamic time warping to find patterns in time series

Donald J. Berndt, James Clifford · Knowledge Discovery and Data Mining · 1994 · 2.9K citations

Computing, Computer Science, Data Science +14

Exact indexing of dynamic time warping

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

Computing, Computer Science, Information Retrieval +7

A global averaging method for dynamic time warping, with applications to clustering

François Petitjean, Alain Ketterlin, Pierre Gançarski · Pattern Recognition · 2010 · 1.1K citations

Computing, Computer Science, Data Science +10