Office 2, PPGIa, PUCPR, Building 8

R. Imaculada Conceição, 1155

Curitiba, Paraná, Brazil

+55 (41) 3271-1351

I’m an Associate Professor with the Knowledge Discovery and Machine Learning (DCAM) of Graduate Program in Informatics (PPGIa) at the Pontifical Catholic University of Paraná (PUCPR). My research focuses on machine learning, more specifically on data stream mining. More specifically, I’m currently working on the following topics:

  • Supervised learning: data stream classification and regression
  • Unsupervised learning: data stream clustering and outlier detection
  • Data pre-processing: how to handle high-dimensionality, text data, etc, on streaming data
  • Distributed stream processing
  • Green computing: the gap between machine learning and power consumption

If you’re also interested in any of the topics above, either in theoretical or applied ends, and you would like to pursue a degree or collaborate, feel free to drop me a message using the link below. Also, feel free to check my Lattes CV here (in Portuguese) for an updated list of publications.