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Statistical information grid approach - PowerPoint PPT Presentation

Spatial and Temporal Data Mining

Spatial and Temporal Data Mining

Spatial and Temporal Data Mining. Clustering II. Vasileios Megalooikonomou. (based on notes by Jiawei Han and Micheline Kamber). Agenda. What is Cluster Analysis? Types of Data in Cluster Analysis A Categorization of Major Clustering Methods Partitioning Methods Hierarchical Methods

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1.29k views • 53 slides
CIS664-Knowledge Discovery and Data Mining

CIS664-Knowledge Discovery and Data Mining

CIS664-Knowledge Discovery and Data Mining. Clustering II. Vasileios Megalooikonomou Dept. of Computer and Information Sciences Temple University. (based on notes by Jiawei Han and Micheline Kamber). Agenda. What is Cluster Analysis? Types of Data in Cluster Analysis

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726 views • 53 slides
AMCS/CS 340: Data Mining

AMCS/CS 340: Data Mining

Clustering III. AMCS/CS 340: Data Mining. Xiangliang Zhang King Abdullah University of Science and Technology. Cluster Analysis. What is Cluster Analysis? Partitioning Methods Hierarchical Methods Density-Based Methods Grid-Based Methods Model-Based Methods

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724 views • 49 slides
Clustering Part2

Clustering Part2

Clustering Part2. BIRCH Density-based Clustering --- DBSCAN and DENCLUE GRID-based Approaches --- STING and ClIQUE SOM Outlier Detection Summary. Remark: Only DENCLUE and briefly grid-based clusterin will be covered in 2007. BIRCH (1996).

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675 views • 39 slides
Clustering Part2 continued

Clustering Part2 continued

Clustering Part2 continued . BIRCH skipped Density-based Clustering --- DBSCAN and DENCLUE GRID-based Approaches --- STING and CLIQUE SOM skipped Cluster Validation other set of transparencies Outlier/Anomaly Detection other set of transparencies

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582 views • 35 slides

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