The 18th European Conference on Machine Learning (ECML) and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)

A Prediction-based Visual Approach for Cluster Exploration and Cluster Valadation by HOV3

author: Ke-Bing Zhang, Macquarie University

Categories

Top: Computer Science: Machine Learning: Clustering

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*Slides*
0:00	A Prediction-based Visual Approach for Cluster Exploration and Cluster Validation by HOV3
0:00	Cluster Analysis (Cont„d)
0:37	Visual Cluster Analysis
1:45	Visual Cluster Analysis (Cont„d)
2:33	Star Coordinates
5:12	Star Coordinates (Cont„d)
7:36	Star Coordinates (Cont„d)
8:10	HOV3Technique
9:18	HOV3 Technique (Cont„d)
10:05	M-HOV3 (Multiple HOV3)
11:12	Predictive Cluster Exploration by M-HOV3 auto-mpg (8 attributes, 397 instances)
12:14	Clustering Result by M-HOV3
12:39	Cluster Exploration by HOV3 with Statistical Prediction
12:47	Clustering Result by HOV3 with Statistical Prediction
13:43	Cluster Exploration by HOV3 with Statistical Prediction
14:30	Clustering Result by HOV3 with Statistical Prediction
14:40	External Cluster Validation
15:08	External Cluster Validation by HOV3 (1)
15:39	External Cluster Validation by HOV3 (2)
16:02	External Cluster Validation by HOV3 (3)
16:28	References
16:41	Questions

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