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Cluster stability and robust optimization
Published on Jul 28, 20075623 Views
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Chapter list
Cluster Stability and Robust Optimization <br>- An Idea00:00
Grouping/Segmentation Principles00:38
Overview of this Talk07:53
What is Data Clustering?09:47
Example: k-means clustering17:21
The Validation Problem in Clustering (1)28:08
The Validation Problem in Clustering (2)28:12
Two Instance Scenario29:15
Information Theoretic Idea to Control<br> Approximation45:23
Relation to Gibbs Sampling51:18
Scales in Data Analysis and Vision53:21
Conclusion & Open Issues58:28