Complex Networks

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Lecturer: Murata Tsuyoshi

Place: Mon5-6(W833)

Credits: Lecture2 Exercise0 Experiment0

Code: 76053

Syllabus updated: 2015/9/28

Lecture notes updated: 2016/1/5

Access Index

Semester: Fall Semester

Lecture

Lecture 1 introduction

2015.10.5(Mon.) 5-6session

0-orientation(355KB)

1-introduction(840KB)

2-tools(igraph)(1439KB)

3-tools(Gephi)(1824KB)

Lecture

Lecture 2 tools for analyzing networks

2015.10.19(Mon.) 5-6session

4-mathematics(758KB)

Lecture

Lecture 3 fundamentals (1) mathematics of networks

2015.10.26(Mon.) 5-6session

Lecture

Lecture 4 fundamentals (2) measures and metrics

2015.11.2(Mon.) 5-6session

5-metrics(688KB)

Lecture

Lecture 5 fundamentals (3) the large-scale structure of networks

2015.11.9(Mon.) 5-6session

Lecture

Lecture 6 network algorithms (1) representation

2015.11.16(Mon.) 5-6session

6-largescale(840KB)

assignment1(315KB)

Lecture

Lecture 7 network algorithms (2) matrix algorithms

2015.11.30(Mon.) 5-6session

7-algorithms1(386KB)

Lecture

Lecture 8 network algorithms (3) graph partitioning

2015.12.7(Mon.) 5-6session

Lecture

Lecture 9 network models (1) random graphs

2015.12.14(Mon.) 5-6session

8-algorithms2(616KB)

Lecture

Lecture 10 network models (2) network formation

2015.12.21(Mon.) 5-6session

Lecture

Lecture 11 network models (3) small-world model

2016.1.4(Mon.) 5-6session

9-random(340KB)

assignment2(444KB)

Lecture

Lecture 12 processes on networks (1) percolation

2016.1.12(Tue.) 5-6session

10-generative(198KB)

Lecture

Lecture 13 processes on networks (2) epidemics

2016.1.18(Mon.) 5-6session

11-percolation(283KB)

Lecture

Lecture 14 summary

2016.1.25(Mon.) 5-6session

12-epidemics(332KB)

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