SLIDE 1
Unsupervised Learning and Clustering Owen Roberts, Zach Busser, - - PowerPoint PPT Presentation
Unsupervised Learning and Clustering Owen Roberts, Zach Busser, - - PowerPoint PPT Presentation
Unsupervised Learning and Clustering Owen Roberts, Zach Busser, Ganesh Sugunan Hierarchical Clustering Hierarchical Clustering Hierarchical Representations Hierarchical Algorithms Agglomeration "Nearest" Clusters Complexity
SLIDE 2
SLIDE 3
Hierarchical Clustering
SLIDE 4
Hierarchical Representations
SLIDE 5
Hierarchical Algorithms
SLIDE 6
Agglomeration
SLIDE 7
"Nearest" Clusters
SLIDE 8
Complexity
SLIDE 9
Nearest-Neighbor/Single-Linkage
SLIDE 10
Nearest-Neighbor/Single-Linkage
SLIDE 11
Farthest-Neighbor/Complete-Linkage
SLIDE 12
Farthest-Neighbor/Complete-Linkage
SLIDE 13
Compromises and Criterion Functions
SLIDE 14
Stepwise Optimal Clustering
SLIDE 15
Criterion Functions
SLIDE 16
Dissimilarity
SLIDE 17
Generalized Distance Functions
SLIDE 18
Ultrametric
SLIDE 19
SLIDE 20
SLIDE 21
SLIDE 22
SLIDE 23
SLIDE 24
SLIDE 25
SLIDE 26
SLIDE 27
SLIDE 28
SLIDE 29
SLIDE 30
SLIDE 31
SLIDE 32
SLIDE 33
SLIDE 34
SLIDE 35
SLIDE 36
SLIDE 37
SLIDE 38
SLIDE 39
SLIDE 40
SLIDE 41
SLIDE 42
SLIDE 43
SLIDE 44
SLIDE 45
SLIDE 46
SLIDE 47
SLIDE 48
SLIDE 49
References
Duda, Richard, Hart, Peter, and Stork, David. Pattern
- Classification. New York: John Wily & Sons, 2001.