Limitations of K-Means Clustering
73699
How to understand the drawbacks of K-means
74524
How to test accuracy of an unsupervised clustering model output?
104621
On the hardness of data to learn
26195
Is clustering (kmeans) appropriate for partitioning a one-dimensional array?
119566
Cluster large boolean dataset
4376
Clustering geographical data based on point location and associated point values
117467
Using BIC to estimate the number of k in KMEANS
124490
Cluster analysis on weighted survey data with continuous and categorical variables
120037
Why does gap statistic for k-means suggest one cluster, even though there are obviously two of them?
94509
Statistical methods for data where only a minimum/maximum value is known
61395
An example where the output of the k-medoid algorithm is different than the output of the k-means algorithm
45578
How to use both binary and continuous variables together in clustering?
95638
Recommended books or articles as introduction to Cluster Analysis?
31111
Graph clustering algorithms which consider negative weights
120481
Appropriate cluster method?
59786
within cluster sum of squared distances
103877
The advantages and disadvantages of using Kaiser Rule to select the number of principal components