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· 제목 : Graph Mining: Laws, Tools, and Case Studies (Paperback) (Laws, Tools, and Case Studies)
· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9781608451159
· 쪽수 : 100쪽
· 출판일 : 2012-10-01
· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9781608451159
· 쪽수 : 100쪽
· 출판일 : 2012-10-01
목차
- Introduction
- Patterns in Static Graphs
- Patterns in Evolving Graphs
- Patterns in Weighted Graphs
- Discussion: The Structure of Specific Graphs
- Discussion: Power Laws and Deviations
- Summary of Patterns
- Graph Generators
- Preferential Attachment and Variants
- Incorporating Geographical Information
- The RMat
- Graph Generation by Kronecker Multiplication
- Summary and Practitioner's Guide
- SVD, Random Walks, and Tensors
- Tensors
- Community Detection
- Influence/Virus Propagation and Immunization
- Case Studies
- Social Networks
- Other Related Work
- Conclusions
