
AS 136
 Referenced in 275 articles
[sw14176]
 Algorithm AS 136: A KMeans Clustering Algorithm...

kmeans++
 Referenced in 119 articles
[sw21622]
 kmeans++: The advantages of careful seeding. The kmeans method is a widely used ... very appealing in practice. By augmenting kmeans with a very simple, randomized seeding technique ... speed and the accuracy of kmeans, often quite dramatically...

impute
 Referenced in 99 articles
[sw14376]
 methods such as hierarchical clustering and Kmeans clustering are not robust to missing data...

sparcl
 Referenced in 48 articles
[sw16353]
 Perform sparse hierarchical clustering and sparse kmeans clustering. Implements the sparse clustering methods...

Vlfeat
 Referenced in 39 articles
[sw13478]
 feature detectors, feature extractors, (hierarchical) kmeans clustering, randomized kdtree matching, and superpixelization...

LowRankModels
 Referenced in 24 articles
[sw27002]
 completion, robust PCA, nonnegative matrix factorization, kmeans, and many more. For more information...

Pyglrm
 Referenced in 23 articles
[sw27003]
 completion, robust PCA, nonnegative matrix factorization, kmeans, and many more...

SPEC Benchmarks
 Referenced in 23 articles
[sw21476]
 social media NoSQL database transaction and KMeans clustering using map/reduce as two significant...

GAKREM
 Referenced in 10 articles
[sw02712]
 clustering algorithm named GAKREM (Genetic Algorithm Kmeans Logarithmic Regression Expectation Maximization) that combines ... best characteristics of the Kmeans and EM algorithms but avoids their weaknesses such ... Another novelty is the use of Kmeans to initially assign data points to clusters ... with the conventional EM algorithm, the Kmeans algorithm, and the likelihood crossvalidation technique...

Statistics Toolbox
 Referenced in 18 articles
[sw10157]
 SVMs), boosted and bagged decision trees, kmeans and hierarchical clustering, knearest neighbor search...

KmL
 Referenced in 12 articles
[sw11098]
 kmeans for longitudinal data. KmL, a new package implementing kmeans is presented...

GAPS
 Referenced in 14 articles
[sw02613]
 modified version, and the wellknown Kmeans algorithm. Sixteen data sets with widely varying...

StreamKM++
 Referenced in 13 articles
[sw25552]
 from the data stream, a weighted kmeans algorithm is applied on the coreset...

AntClust
 Referenced in 10 articles
[sw01754]
 partition. We compare AntClust to the KMeans method and to the AntClass algorithm...

SymNMF
 Referenced in 10 articles
[sw12668]
 those by other methods such as Kmeans. In this paper, we provide further interpretation...

fdakma
 Referenced in 6 articles
[sw14401]
 package fdakma: Functional Data Analysis: KMean Alignment. It performs simultaneously clustering and alignment ... unidimensional functional dataset by means of kmean alignment...

cclust
 Referenced in 9 articles
[sw11278]
 Clustering Indexes. Convex Clustering methods, including Kmeans algorithm, Online Update algorithm (Hard Competitive...

CGHPlotter
 Referenced in 9 articles
[sw07372]
 number is deleted or amplified using kmeans clustering and dynamic programming. The CGHPlotter...

DIVCLUST
 Referenced in 5 articles
[sw02736]
 agglomerative hierarchical clustering algorithm and the kmeans partitioning algorithm, it is based ... inertia criterion. However, unlike Ward and kmeans, it provides a simple and natural interpretation...