• clusfind

  • Referenced in 438 articles [sw27805]
  • fuzzy clustering); Chapter 5+6 : TWINS.FOR (hierarchical clustering; you can choose between agglomerative and divisive...
  • impute

  • Referenced in 99 articles [sw14376]
  • input. For example, methods such as hierarchical clustering and K-means clustering are not robust...
  • ROCK

  • Referenced in 68 articles [sw37720]
  • algorithms that use distances between points for clustering are not appropriate for boolean and categorical ... data points. We develop a robust hierarchical clustering algorithm ROCK that employs links...
  • sparcl

  • Referenced in 48 articles [sw16353]
  • package sparcl: Perform sparse hierarchical clustering and sparse k-means clustering. Implements the sparse clustering...
  • frailtypack

  • Referenced in 41 articles [sw06070]
  • frailty model and Cox proportional hazard model. Clustered and recurrent survival times can be studied ... slope). 3) Nested frailty models for hierarchically clustered data (with 2 levels of clustering...
  • dynamicTreeCut

  • Referenced in 17 articles [sw12570]
  • Methods for detection of clusters in hierarchical clustering dendrograms. Contains methods for detection of clusters ... hierarchical clustering dendrograms...
  • clustvarsel

  • Referenced in 18 articles [sw07967]
  • implements variable selection methodology for model-based clustering which allows to find the (locally) optimal ... without sub-sampling at the hierarchical clustering stage for starting Mclust models. By default...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • bagged decision trees, k-means and hierarchical clustering, k-nearest neighbor search, Gaussian mixtures...
  • Vlfeat

  • Referenced in 44 articles [sw13478]
  • feature detectors, feature extractors, (hierarchical) k-means clustering, randomized kd-tree matching, and super-pixelization...
  • RACHET

  • Referenced in 10 articles [sw02342]
  • This paper presents a hierarchical clustering method named RACHET (Recursive Agglomeration of Clustering Hierarchies ... volume of a covering hypersphere. For each cluster centroid, RACHET maintains descriptive statistics of constant ... wide class of centroid-based hierarchical clustering algorithms, such as centroid, medoid, and Ward...
  • PermutMatrix

  • Referenced in 13 articles [sw22075]
  • dataset. It implements several types of cluster analysis and a variety of methods for statistical ... work on the use of hierarchical clustering for gene expression data...
  • pvclust

  • Referenced in 9 articles [sw07120]
  • package pvclust: Hierarchical Clustering with P-Values via Multiscale Bootstrap Resampling. pvclust is a package ... assessing the uncertainty in hierarchical cluster analysis. It provides AU (approximately unbiased) p-values...
  • SAINTETIQ

  • Referenced in 17 articles [sw02290]
  • model named SAINTETIQ. Based on a hierarchical conceptual clustering algorithm, SAINTETIQ incrementally builds a summary...
  • fastcluster

  • Referenced in 8 articles [sw12470]
  • fastcluster: Fast Hierarchical Clustering Routines for R and Python. This ... Python. It implements fast hierarchical, agglomerative clustering routines. Part of the functionality is designed...
  • HykGene

  • Referenced in 9 articles [sw23981]
  • hybrid approach that combines gene ranking and clustering analysis. In this approach, we first applied ... ranked genes, and then applied hierarchical clustering on these genes to generate a dendrogram. Finally...
  • DIVCLUS-T

  • Referenced in 5 articles [sw02736]
  • DIVCLUS-T: a monothetic divisive hierarchical clustering method. DIVCLUS-T is a divisive hierarchical clustering ... categorical data. Like the Ward agglomerative hierarchical clustering algorithm and the k-means partitioning algorithm...
  • shallot

  • Referenced in 7 articles [sw26314]
  • common in some clustering algorithms (e.g., hierarchical clustering), but we show how to use this...
  • dendextend

  • Referenced in 7 articles [sw16586]
  • visualize and compare trees of hierarchical clusterings. You can (1) Adjust a tree’s graphical...
  • CLUSTAG

  • Referenced in 7 articles [sw30040]
  • CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs. Summary: Cluster and set-cover...
  • SEP/COP

  • Referenced in 4 articles [sw02820]
  • find the best partition in hierarchical clustering based on a new cluster validity index Hierarchical...