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

In this course, we will explore two popular clustering techniques: Agglomerative hierarchical clustering and K-means clustering algorithm. Also, we discuss how to choose the number of clusters and how ...

uCLUST – A New Algorithm for Clustering Unstructured Data Data that resides in a fixed field within a record or file is called structured data and have a defined schema.

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 ...

Recently, a research paper entitled “A DHR executor selection algorithm based on historical credibility and dissimilarity clustering” was accepted by SCIENCE CHINA Information Sciences. In ...

In addition, we show that in the case of a rank aggregation or consensus clustering problem, if the input rankings or clusterings obey the constraints, then we can always ensure that the output of any ...