© Tan,Steinbach, KumarIntroduction to Data Mining 4/18/2004 ‹#› Dat a Mi ni ng:I nt r oduct i on Lecture Notes for Chapter 1 Introduction to Data Mining by Tan, Steinbach,…

Clustering Analysis Overview K-means Agglomerative Hierarchical Clustering DBSCAN Cluster Evaluation What is Cluster Analysis? Finding groups of objects such that the objects…

CISC 4631 Data Mining Lecture 08: Clustering Theses slides are based on the slides by Tan, Steinbach and Kumar (textbook authors) Eamonn Koegh (UC Riverside) Raymond Mooney…

Steven F. Ashby Center for Applied Scientific Computing Month DD, 1997 Notion of a Cluster can be Ambiguous How many clusters? Four Clusters Two Clusters Six Clusters ‹#›…

What is Cluster Analysis? Finding groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the…

Data Mining Cluster Analysis: Basic Concepts and Algorithms Adapted from Lecture Notes for Chapter 8 Introduction to Data Mining by Tan, Steinbach, Kumar What is Cluster…

Critical Issues with Respect to Clustering Lecture Notes for Chapter 8 Introduction to Data Mining by Tan, Steinbach, Kumar © Tan,Steinbach, Kumar Introduction to Data Mining…

Data Mining Cluster Analysis: Basic Concepts and Algorithms (C) Vipin Kumar, Parallel Issues in Data Mining, VECPAR 2002 What is Cluster Analysis? Finding groups of objects…

Steven F. Ashby Center for Applied Scientific Computing Month DD, 1997 Notion of a Cluster can be Ambiguous How many clusters? Four Clusters Two Clusters Six Clusters ‹#›…

Steven F. Ashby Center for Applied Scientific Computing Month DD, 1997 What is Cluster Analysis? Finding groups of objects such that the objects in a group will be similar…