Basic Clustering


 

Here are some of the references we'll use for basic clustering. 

 

Here are the slides from Tan's book "Introduction to Data Mining" chap8_basic_cluster_analysis.pdf

 

Affinity Propagation Clustering:

FreyDueckScience07.pdf

apClusterLargeData.pdf

 

Canopy Clustering:

canopy-kdd00.pdf

 

R-code that we ran in class:

IrisSvsUS.R

kMeans.R

kMeansLarge.R

hclustExample.R