Clustering 키워드 - 1 단계

 

시험 준비용 자료이다 어떻게 공부할까 하다가

제일 간단한 키워드 부터 시작해서 3단계로 점점 살을 붙여나갈거다!!

계속 반복해서 보면서 학습하면 좋을 듯 하다. 가보자고

• What is cluster analysis
• Categories & Basic Concepts of Clustering
• Partitioning Methods
• Hierarchical Methods
• Integration of Hierarchical & Distance-based Clustering
• Density Based Methods
• Summary

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What is cluster analysis

• Cluster

Partitioning Methods

• K-Means Clustering
• K-modes
• K-Medoids
• PAM
• CLARA(Clustering Large Applications)

Hierarchical Methods

• Agnes (AGglomerative NESting)
• DIANA(DIvisive ANAlysis)

Integration of Hierarchical & Distance based Clustering

• BIRCH(Balanced Iterative Reducing and Clustering using Hierarchies)
  • CF(Clustering Feature)
• CHAMELEON 

Density-Based Methods

• DBSCAN
• OPTICS