Clustering algorithms are used to generate clusters of elements having similar characteristics. Among the different groups of clustering algorithms, agglomerative algorithm is widely used in the ...

As a solution to this visualization problem, we recommend using an agglomerative hierarchical clustering algorithm, which we call the exact linkage algorithm.

Clustering algorithms are a powerful form of AI that can be applied to business challenges from customer segmentation to fraud detection.

Sequential agglomerative hierarchical clustering schemes are considered in particular detail, and several new methods are proposed. The new algorithms are characterized by their ability to "adapt" to ...

Then, several popular clustering techniques such as Agglomerative hierarchical clustering, K-means clustering algorithm, Partitioning around medoids, and Density-based clustering will be introduced.

Methods: Symptoms from 1,000 patients presenting to a palliative medicine program were recorded prospectively. Among 922 patients with complete symptom data, agglomerative hierarchical cluster ...