×

flexclust

swMATH ID: 4583
Software Authors: Friedrich Leisch; Evgenia Dimitriadou
Description: flexclust: Flexible Cluster Algorithms , The main function kcca implements a general framework for k-centroids cluster analysis supporting arbitrary distance measures and centroid computation. Further cluster methods include hard competitive learning, neural gas, and QT clustering. There are numerous visualization methods for cluster results (neighborhood graphs, convex cluster hulls, barcharts of centroids, ...), and bootstrap methods for the analysis of cluster stability.
Homepage: http://cran.r-project.org/web/packages/flexclust/
Source Code:  https://github.com/cran/flexclust
Dependencies: R (≥ 2.14.0), graphics, grid, lattice, modeltools (≥ 0.2-16)
Related Software: R; SymDIRECT; mclust; AS 136; TCLUST; Silhouettes; cluster (R); clusfind; DIRECT; LGO; Mathematica; clustervalidation; cclust; Kernlab; UCI-ml; CLUSPLOT; pavpop; doParallel; LaplacesDemon; funHDDC
Cited in: 25 Publications

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
A toolbox for \(K\)-centroids cluster analysis. Zbl 1157.62439
Leisch, Friedrich
2006
all top 5

Cited by 43 Authors

7 Scitovski, Rudolf
5 Leisch, Friedrich
3 Sabo, Kristian
2 Gągolewski, Marek
2 Marošević, Tomislav
1 Akhanli, Serhat Emre
1 Borges Peña, Rafael Eduardo
1 Boztuǧ, Yasemin
1 Cena, Anna
1 Chiang, Mark Ming-Tso
1 Dangl, Rainer
1 Dotto, Francesco
1 Drovandi, Christopher C.
1 Everitt, Brian S.
1 Farcomeni, Alessio
1 García-Escudero, Luis Angel
1 Grbić, Ratko
1 Grün, Bettina
1 Hainy, Markus
1 Has, Adela
1 Hennig, Christian
1 Hothorn, Torsten
1 Hua, Lin
1 Kim, Won-Seok
1 Krey, Sebastian
1 Lee, Xing Ju
1 Li, Dong-guo
1 Li, Hui
1 Li, Lin
1 Li, Xia
1 Ligges, Uwe
1 Lin, Hui
1 Liu, Zhicheng
1 López Quintero, Freddy Omar
1 Mayo-Iscar, Agustin
1 McKeone, James P.
1 Nyarko, Emmanuel Karlo
1 Pettitt, Anthony N.
1 Reutterer, Thomas
1 Shi, Jianqing
1 Vazler, Ivan
1 Zekić-Sušac, Marijana
1 Zeng, Pengcheng
all top 5

Cited in 17 Serials

3 Journal of Global Optimization
3 Croatian Operational Research Review (CRORR)
2 Journal of Classification
2 Computational Statistics and Data Analysis
1 Fuzzy Sets and Systems
1 Information Sciences
1 Journal of Multivariate Analysis
1 Revista Colombiana de Estadística
1 Applications of Mathematics
1 Computational Statistics
1 European Journal of Operational Research
1 Advances in Data Analysis and Classification. ADAC
1 Optimization Letters
1 Journal of Computational and Graphical Statistics
1 Statistics and Computing
1 Journal of Theoretical Biology
1 Use R!
all top 5

Cited in 10 Fields

17 Statistics (62-XX)
6 Computer science (68-XX)
6 Operations research, mathematical programming (90-XX)
5 Numerical analysis (65-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Combinatorics (05-XX)
1 Probability theory and stochastic processes (60-XX)
1 Astronomy and astrophysics (85-XX)
1 Biology and other natural sciences (92-XX)
1 Information and communication theory, circuits (94-XX)

Citations by Year