EDA-03: Unsupervised Learning - Pendahuluan Clustering

(C) Taufik Sutanto - 2020

tau-data Indonesia ~ https://tau-data.id/eda-03/

Definition

Clustering is as a process of finding group structures within data such that each instance within a group is similar to one another and dissimilar to instances in other groups [1]

[1]. Jain, A.K., Data clustering: 50 years beyond K-means. Pattern Recognition Letters, 2010. 31(8): p. 651-666.

Applications

Clustering analysis applications can be divided into two broad categories:

Methods developed in Data Mining fall into the second category.

[2]. Pang-Ning, T., M. Steinbach, and V. Kumar, Introduction to data mining. Vol. 74. 2006, Boston, MA, USA: Addison-Wesley Longman Publishing Co., Inc.

Realworld Clustering Applications