Graphs/networks are naturally used in many applications to model the intricate relationships among objects. These applications include public health, social networks, e-commerce, cybersecurity, defense and many more. In this project, we will look into structure based analysis of large scale graphs. Some topics include: 

  • community search in social networks
  • robustness analysis of networks 
  • fraud / anomaly detection in networks 
  • biological networks
School

Computer Science and Engineering

Research Area

Data analytics | Machine learning | Databases

The project will involve working with the members of the Data and Knowledge Research Group: https://unswdb.github.io/.

The expected outcomes of the project will be either 1) a demonstration of an existing work where the source codes for the techniques are available. 2) a research article that investigates a research problem with novel solutions. 3) preparation of data.

 Wenjie Zhang
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https://unswdb.github.io/ with recent papers in the area.