Ralucca Gera - MA4027 Graph Theory and Applications - Ralucca Gera, Professor of Mathematics
MA4044 Heading
MA 4044: Structure and Analysis of Complex Networks
- Information for the main components: Syllabus, Multilayer Network activity, Network Profile Summary Data and Team Research Project.
- Online free textbooks: Barabasi's textbook, Newman's SIAM article (extended to a book), Estrada's article (extended to Estra's textbook), Easley and Kleinberg's book, and The Atlas for the Aspiring Network Scientist book
- Resources for tools support for network analysis: Python, Gephi, R and Matlab
Example Networks for Network Profile Summary that you can use in choosing the network you would like to study for the Network Profile project.
- A list of all your personal LinkedIn friends to create you personal network using InMaps (it doesn't provide the links between your friends)
- http://networkrepository.com/soc-karate.php
- https://snap.stanford.edu/data/comm-f2f-Resistance.html
- http://networkrepository.com/soc-firm-hi-tech.php
- http://networkrepository.com/socfb-Caltech36.php
- http://networkrepository.com/socfb-Haverford76.php
- http://networkrepository.com/socfb-Reed98.php
- http://networkrepository.com/email-univ.php
- http://networkrepository.com/ca-netscience.php
- Shakespeare tragedies as networks
- MovieGalaxies
- SNAP from Stanford: http://snap.stanford.edu/
- Networks from Colorado: https://icon.colorado.edu/#!/networks
- DIMACS10: http://www.cc.gatech.edu/dimacs10/downloads.shtml
- Facebook100: http://sociograph.blogspot.com/2011/03/facebook100-data-and-parser-for-it.html
- ICWSM Data Set Sharing Service
- Noordin Top's network: https://sites.google.com/site/sfeverton18/research/appendix-1
- Santa Fe Institute link of data and articles: http://tuvalu.santafe.edu/~aaronc/powerlaws/data.htm
- Fantastic visualization of A-day-in-the-life-of-Americans: external link: http://flowingdata.com/2015/12/15/a-day-in-the-life-of-americans/
- Gephi Dataset
- Data flow in the Tor Network with its live visualization based on the IP addresses and bandwidth of the relay computers that bounce around its users' connections to prevent them from being censored or surveilled.
- Twitter dark networks (large and possibly multilayered)
- Quid.comhttps://quid.com/
- Barabasi Database
- CX-Nets Database
- Dataverse Database
- Facebook Database
- Granite Database
- Leskovech Database
- Newman Database
- Pajek Database
- Konect: http://konect.uni-koblenz.de/
- US Air 97 flight data: http://networkrepository.com/inf-USAir97.php
- Kaggle: https://www.kaggle.com/
- NetworkRepository: http://networkrepository.com
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Classes Taught
- MA 1025 (Mathematical Reasoning)
- MA 1113 (Differential Calculus)
- MA 1114 (Integral Calculus)
- MA 1115 (Multivariate Calculus)
- MA 2025 (Logic and Discrete I)
- MA 3025 (Logic and Discrete II)
- MA 3042 (Linear Algebra)
- MA 4027 (Graph Theory)
- MA 4394 (Topics in Network Science)
- MA 4404 (Complex Networks)
- Short Courses in Network Science
Research Tools
- CHUNK learning (not in IE)
- CoCalc
- Latex/OverLeaf (GWC)
- Gephi (need Java 1.8)
- Python/R/Matlab (NetworkX)
- Network Science
- Proof techniques
- Machine Learning
- Fun Projects
Web Content Display (Global)