is k-means generalizable at any distance?
28305
Why does k-means clustering algorithm use only Euclidean distance metric?
34949
Generating a high-dimensional dataset where nearest neighbor becomes meaningless
3768
Optimality in Clustering algorithms and an Optimality guaranteed clustering algorithm
95094
Bisecting K-means using Dynamic Time Warping
148414
Clustering unrelated (with no correlation) data
29579
Ways to measure distance from multivariate Gaussian (Mahalanobis distance)
104995
Evaluation measures of goodness or validity of clustering (without having truth labels)
45832
What is the relation between k-means clustering and PCA?
45581
Is the distance function in a metric space (uniformly) continuous?
26195
Is clustering (kmeans) appropriate for partitioning a one-dimensional array?
157233
Pairwise Mahalanobis distances
157161
Hierarchical clustering with mixed type data - what distance/similarity to use?
97987
K-means clustering
156044
Methods of initializing K-means clustering
88516
Is dimensionality reduction almost always useful for classification?
110100
logic behind weighted KNN
65682
Why does universal generalization work? (the rule of inference)