clValid

R package clValid: Validation of Clustering Results. Statistical and biological validation of clustering results.

Keywords for this software

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References in zbMATH (referenced in 17 articles , 1 standard article )

Showing results 1 to 17 of 17.
Sorted by year (citations)

  1. Giordani, Paolo; Ferraro, Maria Brigida; Martella, Francesca: An introduction to clustering with R (2020)
  2. Isotta Landi, Veronica Mandelli, Michael V. Lombardo: reval: a Python package to determine the best number of clusters with stability-based relative clustering validation (2020) arXiv
  3. Melnykov, Volodymyr; Zhu, Xuwen: An extension of the (K)-means algorithm to clustering skewed data (2019)
  4. Ramasubramanian, Karthik; Singh, Abhishek: Machine learning using R. With time series and industry-based use cases in R (2019)
  5. Pirim, Harun; Eksioglu, Burak; Glover, Fred W.: A novel mixed integer linear programming model for clustering relational networks (2018)
  6. Dehmer, Matthias (ed.); Shi, Yongtang (ed.); Emmert-Streib, Frank (ed.): Computational network analysis with R. Applications in biology, medicine and chemistry (2017)
  7. Kannan, S. R.; Devi, R.; Ramathilagam, S.; Hong, T. P.; Ravikumar, A.: Effective kernel FCM: finding appropriate structure in cancer database (2016)
  8. Nabil, M.; Golalizadeh, M.: On clustering shape data (2016)
  9. Malika Charrad; Nadia Ghazzali; Véronique Boiteau; Azam Niknafs: NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set (2014) not zbMATH
  10. Pablo Montero; José Vilar: TSclust: An R Package for Time Series Clustering (2014) not zbMATH
  11. Bastos, Leonardo Soares; Da Rosa, Joel Mauricio Correa: Predicting probabilities for the 2010 FIFA World Cup games using a Poisson-Gamma model (2013)
  12. Liu, Qingbao; Dong, Guozhu: CPCQ: contrast pattern based clustering quality index for categorical data (2012) ioport
  13. Ozkan, Ibrahim; Türkşen, I. Burhan: MiniMax (\varepsilon)-stable cluster validity index for type-2 fuzziness (2012) ioport
  14. Kraus, Johann M.; Müssel, Christoph; Palm, Günther; Kestler, Hans A.: Multi-objective selection for collecting cluster alternatives (2011)
  15. Wu, Han-Ming: On biological validity indices for soft clustering algorithms for gene expression data (2011)
  16. Herrera, Manuel; Izquierdo, Joaquín; Montalvo, Idel; García-Armengol, Juan; Roig, José V.: Identification of surgical practice patterns using evolutionary cluster analysis (2009)
  17. Guy Brock; Vasyl Pihur; Susmita Datta; Somnath Datta: clValid: An R Package for Cluster Validation (2008) not zbMATH