2018 Complex Networks

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Academic unit or major
Graduate major in Artificial Intelligence
Instructor(s)
Murata Tsuyoshi 
Class Format
Lecture     
Media-enhanced courses
Day/Period(Room No.)
Mon3-4(G115,W833)  Thr3-4(G115,W833)  
Group
-
Course number
ART.T462
Credits
2
Academic year
2018
Offered quarter
4Q
Syllabus updated
2018/3/20
Lecture notes updated
2019/1/31
Language used
English
Access Index

Lecture

Lecture 1 introduction

2018.11.29(Thu.) 3-4Session

Lecture

Lecture 2 tools for analyzing networks

2018.12.3(Mon.) 3-4Session

Lecture

Lecture 3 fundamentals (1) mathematics of networks

2018.12.6(Thu.) 3-4Session

Lecture

Lecture 4 fundamentals (2) measures and metrics

2018.12.10(Mon.) 3-4Session

Lecture

Lecture 5  

2018.12.13(Thu.) 3-4Session

Lecture

Lecture 6 fundamentals (3) the large-scale structure of networks

2018.12.17(Mon.) 3-4Session

Lecture

Lecture 7 network algorithms (1) representation

2018.12.20(Thu.) 3-4Session

Lecture

Lecture 8 network algorithms (2) matrix algorithms

2018.12.24(Mon.) 3-4Session

Lecture

Lecture 9 network algorithms (3) graph partitioning

2019.1.7(Mon.) 3-4Session

Lecture

Lecture 10 network models (1) random graphs

2019.1.10(Thu.) 3-4Session

Lecture

Lecture 11 network models (2) network formation

2019.1.17(Thu.) 3-4Session

Lecture

Lecture 12 network models (3) small-world model

2019.1.21(Mon.) 3-4Session

Lecture

Lecture 13 processes on networks (1) percolation

2019.1.24(Thu.) 3-4Session

Lecture

Lecture 14 processes on networks (2) epidemics

2019.1.28(Mon.) 3-4Session

Lecture

Lecture 15 summary

2019.1.31(Thu.) 3-4Session

Lecture

Lecture 16  

2019.2.4(Mon.) 3-4Session

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