Gustavo Enrique de Almeida Prado Alves Batista

I am currently an assistant professor in the Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo at São Carlos, Brazil. I am an expert in machine learning and data mining with interest in time series data.

You can find more about my publications on Google Scholar and DBLP. CNPq research council maintains my public curriculum vitae on Lattes platform.

Research Projects

My research is mostly funded by FAPESP (Fundação de Amparo à Pesquisa do Estado de São Paulo). These are the research projects I coordinate as principal investigator:

  • 2013-2015 - Research on geo-spatial marine biology data mining using time series, text mining and visualization
  • 2013-2015 - Intelligent sensor for controlling agricultural pests and disease-vector insects
  • 2012-2014 - Complexity-invariance for classification, clustering and motif discovery in time series
  • 2010-2011 - Time series classification algorithms applied to embedded systems
  • 2007-2009 - Machine learning with imbalanced data sets

My research page has a detailed description of these projects and other projects I figure as co-PI.


My favorite venues are ACM-KDD, IEEE-ICDM, ECML and SIAM-SDM. You can find a full list on my publication page.


My former students are:

  • André Gustavo Maletzke - MSc. PTI - currently professor at UNIOESTE
  • Rafael Giusti - MSc. FAPESP - currently my Ph.D. student

My ongoing students are:

  • Antonio Parmezan - MSc. FAPESP
  • Cristiano Inácio Lemes - MSc. FAPESP
  • Diego Silva - MSc. FAPESP
  • Luan Soares Oliveira - MSc. FAPESP
  • Lucas Schmidt Cavalcante - MSc. FAPESP
  • Celso André Rodrigues de Souza - Ph.D. CAPES
  • Rafael Giusti - Ph.D. FAPESP
  • Vinícius Mourão Alves de Souza - Ph.D. FAPESP

Contact Information

Gustavo Batista
Universidade de São Paulo - USP
Instituto de Ciências Matemáticas e de Computação - ICMC
Avenida Trabalhador São-carlense, 400 - Centro
CEP: 13566-590 - São Carlos - SP

Phone +55-16-3373-6612
gbatista at icmc usp br