photo Arlei Lopes da Silva
Ph.D Student in Computer Science

Databases, Data Mining and Bioinformatics Lab
Computer Science Department
University of California, Santa Barbara
Santa Barbara, CA, United States


I'm a fourth year Ph.D student in Computer Science at University of California, Santa Barbara, and a Research Assistant in the Databases, Data Mining and Bioinformatics Lab, also at UCSB. My current research is focused on dynamic graphs and my advisor is Prof. Ambuj Singh. Before I came to UCSB, I got a B.Sc and an M.Sc degree in Computer Science from Universidade Federal de Minas Gerais, in Brazil. I've also been a visiting scholar at Rensselaer Polytechnic Institute and a research intern at the IBM Thomas J. Watson Research Center and HP Labs. Here is my CV.

Research Interests:

  • Data Mining and Knowledge Discovery
  • Algorithms
  • Graphs/Networks
  • High-Performance Computing
  • Privacy-preserving Data Mining

Recent Publications:

Hierarchical In-Network Attribute Compression via Importance Sampling
Arlei Silva, Petko Bogdanov, Ambuj K. Singh
IEEE International Conference on Data Engineering (ICDE), 2015.
[Talk] [Code]

Structural Correlation Pattern Mining for Large Graphs
Arlei Silva
M.Sc Thesis, Computer Science Department, Universidade Federal de Minas Gerais , 2011.
[Talk] [Code]

Mining Attribute-structure Correlated Patterns in Large Attributed Graphs
Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki
Proceedings of the VLDB Endowment (PVLDB), 2012.
[Talk] [Code]

Watch me Playing, I am a Professional: A First Study on Video Game Live Streaming
Mehdi Kaytoue, Arlei Silva, Loic Cerf, Wagner Meira Jr., Chedy Raissy
International Workshop on Mining Social Network Dynamics (MSND), 2012.

Min-Hash Fingerprints for Graph Kernels: A Trade-off among Accuracy, Efficiency, and Compression
Carlos H. C. Teixeira, Arlei Silva, Wagner Meira Jr.
Brazilian Symposium on Databases (SBBD), 2012.

ProfileRank: Finding Relevant Content and Influential Users based on Information Diffusion
Arlei Silva, Sara Guimaraes, Wagner Meira Jr., Mohammed Zaki.
ACM KDD Workshop on Social Network Mining and Analysis (SNAKDD), 2013.
[Talk] [Code]

My links: