Carlos H. C. Teixeira's Home Page 

I am a Ph.D student in the Computer Science Department at Universidade Federal de Minas Gerais (UFMG). My current research is focused on distributed algorithms for graph mining.

For the next months, I am going to be a visiting scholar at Purdue University. In the past, I was a research associate at Qatar Computing Research Institute (QCRI) and also a visiting scholar at The Ohio State University (OSU). I received my M.Sc degree in 2011 from UFMG, working with Prof. Wagner Meira Jr.

Contact:
6627 Antonio Carlos Avenue
Belo Horizonte, MG, Brazil 30.123-970
carlos@dcc.ufmg.br



Research Interests

  • Data Mining

  • Parallel and Distributed Algorithms

  • Machine Learning

  • Social Network Analysis

Publications

    Arabesque: a system for distributed graph mining. Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga. SOSP 2015 [pdf] [slides] [poster] [bibtex] [web page]

    A Simple and Effective Method for Anomaly Detection in Healthcare. Luiz F. Carvalho, Carlos Teixeira, Ester Dias, Wagner Meira, Osvaldo Carvalho. SDM DMMH Workshop 2015 [pdf] [slides] [bibtex]

    Min-Hash Fingerprints for Graph Kernels: A Trade-off among Accuracy, Efficiency, and Compression. Carlos H. C. Teixeira, Arlei Silva, Wagner Meira. SBBD 2012 [pdf] [slides] [bibtex] (Best paper award)

    Graph Similarity via Hashing (in portuguese). Carlos H. C. Teixeira. M.Sc. Thesis, Computer Science Department, Universidade Federal de Minas Gerais. 2011 [pdf]

    Distance-based Outlier Detection Consolidation and Renewed Bearing. Gustavo Orair, Carlos H. C. Teixeira, Wagner Meira, Ye Wang, Srinivasan Parthasarathy. VLDB 2010 [pdf] [slides] [bibtex] [web page]

Awards and Grants

    José Mauro de Castilho Award - Best paper of the Brazilian Symposium on Databases (SBBD), October 2012

    Scientific Merit Award - given by the Brazilian Computer Society, July 2008 (Second place on Cientific Initiation Contest of 2008)

    Visiting Researcher - Data Mining Lab, The Ohio State University