Intelligent K-Means (iK-Means) is an K-Means initialization algorithm. It is a simple algorithm based on the concept of anomalous patterns, its of easy implementation and may even help you to find how many clusters there are in a dataset (remember, you need to know this in order to run K-Means!). … Intelligent K-Means