sparcl swMATH ID: 16353 Software Authors: Daniela M. Witten, Robert Tibshirani Description: R package sparcl: Perform sparse hierarchical clustering and sparse k-means clustering. Implements the sparse clustering methods of Witten and Tibshirani (2010): ”A framework for feature selection in clustering”; published in Journal of the American Statistical Association 105(490): 713-726. Homepage: https://cran.r-project.org/web/packages/sparcl/index.html Source Code: https://github.com/cran/sparcl Dependencies: R Related Software: R; clustvarsel; ElemStatLearn; mclust; COSA; PGMM; UCI-ml; clusfind; VarSelLCM; AS 136; clusterpath; fda (R); vscc; bclust; RSKC; Silhouettes; GitHub; k-means++; glmnet; CRAN Cited in: 52 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year A framework for feature selection in clustering. Zbl 1392.62194Witten, Daniela M.; Tibshirani, Robert 2010 all top 5 Cited by 119 Authors 4 Fang, Yixin 3 Marbac, Matthieu 3 Tibshirani, Robert John 3 Wang, Junhui 3 Witten, Daniela M. 2 Bouveyron, Charles 2 Brunet-Saumard, Camille 2 Fraiman, Ricardo 2 Gimenez, Yanina 2 Sedki, Mohammed A. 2 Svarc, Marcela 1 Ali, Wajid 1 Amiri, Saeid 1 Andrews, Jeffrey L. 1 Arias-Castro, Ery 1 Bair, Eric 1 Banerjee, Trambak 1 Breiteneder, Christian J. 1 Brodinová, Šárka 1 Buysse, Daniel J. 1 Celeux, Gilles 1 Chakraborty, Saptarshi 1 Chekouo, Thierry 1 Cheung, Ying Kuen K. 1 Choi, Hosik 1 Clarke, Bertrand S. 1 Clarke, Jennifer Lynn 1 Clémençon, Stéphan 1 Crook, Oliver M. 1 Croucher, Mike 1 Das, Swagatam 1 Duan, Leo L. 1 Emily, Mathieu 1 Feng, Zhangmei 1 Filzmoser, Peter 1 Floriello, Davide 1 Fop, Michael 1 Friedman, Jerome Harold 1 Galeano, Pedro 1 Galimberti, Giuliano 1 Gao, Chao 1 Gatto, Laurent 1 Gaynor, Sheila 1 Germain, Anne 1 Guillon, Arthur 1 Hall, Martica H. 1 Hastie, Trevor John 1 Heard, Nicholas A. 1 Hitte, Christophe 1 Iyengar, Satish G. 1 Kampert, Maarten M. 1 Karagiannis, Georgios A. 1 Kim, Youngseok 1 Kirk, Paul D. W. 1 Kondor, Risi 1 Konomi, Bledar A. 1 Langdell, Stephen 1 Lee, Seokho 1 Lesot, Marie-Jeanne 1 Lim, Yaeji 1 Lin, Guang 1 Lin, Lin 1 Luo, Xiangyu 1 Macías, Rodrigo 1 Mai, Qing 1 Manisi, Annamaria 1 Marchetti, Yuliya 1 Marsala, Christophe 1 Martin-Magniette, Marie-Laure 1 Maugis, Cathy 1 McNicholas, Paul D. 1 McWilliams, Brian 1 Meulman, Jacqueline J. 1 Mom, Alain 1 Montana, Giovanni 1 Mukherjee, Gourab 1 Murphy, Thomas Brendan 1 Murúa, Alejandro E. 1 Oh, Heeseok 1 Ortner, Thomas 1 Pachauri, Deepti 1 Pardalos, Panos M. 1 Patin, Tienne 1 Paul, Debolina 1 Peña, Daniel 1 Pi, Jiaxing 1 Plumb, Gregory 1 Powers, Scott 1 Pu, Xiao 1 Radchenko, Peter 1 Raftery, Adrian E. 1 Ranalli, Monia 1 Rocci, Roberto 1 Rohm, Maia 1 Sang, Huiyan 1 Sanna Passino, Francesco 1 Seo, Beomseok 1 Singh, Vikas Vikram 1 Soffritti, Gabriele 1 Sun, Wei ...and 19 more Authors all top 5 Cited in 25 Serials 6 Computational Statistics and Data Analysis 4 Journal of the American Statistical Association 4 Journal of Multivariate Analysis 4 Journal of Classification 4 Electronic Journal of Statistics 4 Statistics and Computing 3 Journal of Machine Learning Research (JMLR) 3 Journal of Computational and Graphical Statistics 2 Psychometrika 2 Computational Statistics 2 Advances in Data Analysis and Classification. ADAC 1 Journal of Computational Physics 1 Fuzzy Sets and Systems 1 Statistics & Probability Letters 1 Machine Learning 1 Communications in Statistics. Theory and Methods 1 European Journal of Operational Research 1 Test 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Data Mining and Knowledge Discovery 1 Journal of Applied Statistics 1 Statistical Applications in Genetics and Molecular Biology 1 Mathematical Biosciences and Engineering 1 The Annals of Applied Statistics 1 Statistics Surveys all top 5 Cited in 7 Fields 48 Statistics (62-XX) 11 Computer science (68-XX) 6 Numerical analysis (65-XX) 4 Biology and other natural sciences (92-XX) 2 Probability theory and stochastic processes (60-XX) 2 Operations research, mathematical programming (90-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) Citations by Year