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Special Graphs and Special Subgraphs
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2016-03-24,
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寫筆記
索引
1. Graph Essentials - Special Graphs and Special Subgraphs
2. Special Graphs(特殊圖形)
3. Trees and Forests
4. Special Subgraphs(特殊子圖形)
5. Spanning Trees
6. Steiner Trees
7. Complete Graphs
8. Planar Graphs
9. Bipartite Graphs
10. Affiliation Networks
11. Regular Graphs
12. Bridges (cut-edges)
社群媒體探勘
1. Introduction
1.1
Introduction - Part 1
1.2
Introduction - Part 2
2. Graph Essentials
2.1
Types of Graphs
2.2
Special Graphs and Special Subgraphs
2.3
Graph Algorithms : Graph/Network Traversal Algorithms
3. Network Measures
3.1
Centrality
3.2
Normalization and EigenVector
3.3
Eigenvector Centrality
3.4
Katz Centrality
3.5
PageRank
3.6
Betweenness Centrality
3.7
Closeness Centrality
3.8
Group Centrality
3.9
Transitivity
3.10
Reciprocity
3.11
Status
3.12
Structural Equivalence
3.13
Regular Equivalence
4. Network Models
4.1
Network Models
4.2
Power Law Distribution
4.3
Clustering Coefficient
4.4
Average Path Length
4.5
Random Graphs
4.6
Evolution of Random Graphs
5. Data Mining Essentials
5.1
Data Mining Essentials
5.2
Data
5.3
Data (Part 2)
5.4
Data (Part 3)
5.5
Data (Part 4)
5.6
Supervised Learning Algorithm
5.7
Unsupervised Learning Algorithm
6. Community Analysis
6.1
Community Analysis
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Types of Graphs
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Graph Algorithms : Graph/Network Traversal Algorithms
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Book Draft PDF and Powerpoint Slides available at http://dmml.asu.edu/smm
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