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 Source Code: https://github.com/cran/dtw Dependencies: R Related Software: R; ggplot2; dtwclust; Silhouettes; clusfind; dtaidistance; Rcpp; rucrdtw; dtwSat; proxy; caret; CRAN; FastDTW; Tsclust; sna; igraph; RTransferEntropy; fda (R); tslearn; pyts Cited in: 18 Documents Standard Articles 1 Publication describing the Software Year Computing and Visualizing Dynamic Time Warping Alignments in R: The dtw Package Link Toni Giorgino 2009 all top 5 Cited by 53 Authors 2 De Giovanni, Livia 2 D’Urso, Pierpaolo 2 Massari, Riccardo 1 Álvarez-Esteban, Pedro César 1 Amovin-Assagba, Martial 1 Arslan, Olcay 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 Güney, Yeşim 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 T. 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 Ozdemir, Senay 1 Schmitt, Eric 1 Siddiqui, Sauleh Ahmad 1 Slaets, Leen 1 Thoresen, Magne 1 Tuaç, Yetkin 1 Tull, Christopher 1 Wright, Douglas 1 Yavuz, Fulya Gokalp 1 Yozgatligil, Ceylan 1 Zhang, Chi 1 Zhao, Yanchang 1 Zhou, Feng all top 5 Cited in 13 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 1 Advances in Data Science and Adaptive Analysis Cited in 5 Fields 14 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) Citations by Year