Download presentation
Presentation is loading. Please wait.
1
Visualization of Clusters with a Density-Based Similarity Measure Rebecca Nugent Department of Statistics, Carnegie Mellon University June 9, 2007 Joint with: Werner Stuetzle (U. of Washington Statistics) Xiaoyi Fei (CMU Computer Science)
2
6/09/072 Outline
3
Introduction & Motivation
4
6/09/074 Introduction & Motivation
5
6/09/075 Introduction & Motivation: Applications
6
6/09/076
7
7
8
8 Introduction & Motivation: Applications
10
Clustering Approaches
11
6/09/0711 Clustering Approaches: Algorithmic
12
6/09/0712 Clustering Approaches: Statistical/Parametric
15
6/09/0715
16
6/09/0716 Clustering Approaches: Statistical/Nonparametric
17
6/09/0717 Clustering Approaches: Statistical/Nonparametric
19
Closer Look at Single Linkage
20
6/09/0720 Single Linkage Clustering
21
6/09/0721 Single Linkage Clustering
22
6/09/0722 Single Linkage Clustering
23
6/09/0723 Single Linkage Clustering: Minimum Density Distance
24
6/09/0724 Single Linkage Clustering: 1-nn Density Estimate
25
6/09/0725 Single Linkage Clustering: Graph Cluster Tree
27
Generalized Single Linkage
28
6/09/0728 Generalized Single Linkage
29
6/09/0729 Olive Oil
31
6/09/0731 In practice
37
6/09/0737 Comments/Future Work
38
6/09/0738 Acknowledgments
39
Thank you
41
6/09/0741 Bounding the Minimum
43
6/09/0743 Bounding the Minimum
48
6/09/0748 Bounding the Minimum
Similar presentations
© 2025 SlidePlayer.com. Inc.
All rights reserved.