dtw swMATH ID: 7323 Software Authors: Toni Giorgino Description: R package dtw: Dynamic time warping algorithms. A comprehensive implementation of dynamic time warping (DTW) algorithms in R. DTW computes the optimal (least cumulative distance) alignment between points of two time series. Common DTW variants covered include local (slope) and global (window) constraints, subsequence matches, arbitrary distance definitions, normalizations, minimum variance matching, and so on. Provides cumulative distances, alignments, specialized plot styles, etc. Homepage: http://cran.r-project.org/web/packages/dtw/index.html Dependencies: R Related Software: R; ggplot2; Silhouettes; clusfind; sna; igraph; Rcpp; rucrdtw; dtwSat; dtwclust; caret; RTransferEntropy; CRAN; proxy; FastDTW; fda (R); PhysioToolkit; Muxviz; tsna; minepy Referenced in: 17 Publications Standard Articles 1 Publication describing the Software Year all top 5 Referenced by 48 Authors 2 De Giovanni, Livia 2 D’Urso, Pierpaolo 2 Massari, Riccardo 1 Álvarez-Esteban, Pedro César 1 Amovin-Assagba, Martial 1 Aslan, Sipan 1 Atwater, Patrick 1 Bandyopadhyay, Soutir 1 Beyaztas, Beste Hamiye 1 Beyaztas, Ufuk 1 Bhalla, Kavi 1 Chattopadhyay, Asis Kumar 1 Chattopadhyay, Tanuka 1 Claeskens, Gerda 1 Dai, Qi 1 De Gregorio, Alessandro 1 Debarsy, Nicolas 1 Dossougoin, Cyrille 1 Ertur, Cem 1 Fanaee-T, Hadi 1 Gannaz, Irène 1 García-Escudero, Luis Angel 1 Gnabo, Jean-Yves 1 He, Pingan 1 Hubert, Mia 1 Iacus, Stefano Maria 1 Iyigun, Cem 1 Jacques, Julien 1 Labatut, Vincent 1 Li, Cancan 1 Lin, Jessica 1 Love, David C. 1 Modak, Soumita 1 Naskali, Ahmet Teoman 1 Oke, Olufolajimi 1 Orman, Günce Keziban 1 Otunba, Rasaq 1 Owadally, Iqbal 1 Schmitt, Eric 1 Siddiqui, Sauleh Ahmad 1 Slaets, Leen 1 Thoresen, Magne 1 Tull, Christopher 1 Wright, Douglas 1 Yozgatligil, Ceylan 1 Zhang, Chi 1 Zhao, Yanchang 1 Zhou, Feng all top 5 Referenced in 12 Serials 3 Annals of Operations Research 3 Computational Statistics and Data Analysis 1 Physica A 1 International Journal of Approximate Reasoning 1 Journal of Economic Dynamics & Control 1 Data Mining and Knowledge Discovery 1 Journal of Applied Statistics 1 North American Actuarial Journal 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Sankhyā. Series A 1 Journal of Theoretical Biology Referenced in 5 Fields 13 Statistics (62-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Operations research, mathematical programming (90-XX) 1 Computer science (68-XX) 1 Biology and other natural sciences (92-XX) Referencing Publications by Year