Current Projects

  • Computer-aided diagnosis to exclude active tuberculosis in contacts of patients with pulmonary tuberculosis ? breaking the chain of transmission. Duration: 2020 - Current-time. Funding: CNPq (DAT - UFLA)
  • Development of Virtual Sensors using Computational Intelligence: Theory and Applications in Vehicles. Duration: 2020 - Current-time. Funding: CAPES (DAT - UFLA)
  • Artificial intelligence system to aid decision-making in triage and diagnosis of COVID-19 patients: score and risk groups based on chest imaging exams. Duration: 2020 - Current-time. Funding: CAPES (DAT - UFLA)
  • Modeling the occurrence of coffee pests and diseases using knowledge discovery techniques. Duration: 2019 - Current-time. Funding: EMBRAPA (DAT - UFLA)
  • Analysis of Development and Applications of Artificial Neural Networks in Automation. Duration: 2019 - Current-time. Funding: ? (DAT - UFLA)
  • Modeling of spectral variables from orbital and suborbital sensors to determine the water conditions of coffee trees. Duration: 2019 - Current-time. Funding: EMBRAPA (DAT - UFLA)
  • Risk Classifier for Diabetic Foot Prevention: A Multidisciplinary Approach. Duration: 2018 - Current-time. Funding: CNPq (DAT - UFLA)
  • Electric Power Quality Monitoring with Statistical Signal Processing and Computational Intelligence: Duration: 2017 - Current-time. Funding: FAPEMIG (DAT - UFLA)
  • Pattern Recognition and Systems Identification with Computational Intelligence. Duration: 2017 - Current-time. Funding: FAPEMIG (DAT - UFLA)
  • Identification of Dynamical Systems and Pattern Recognition: Theory and Applications using Computational Intelligence. Duration: 2019 - Current-time. Funding: CNPq PQ2 (DAT - UFLA).
  • Computational Intelligence Applied to Pulmonary Sounds Pattern Recognition. Duration: 2016-2019. Funding: FAPEMIG Universal (TEC - APQ-03127-15) (DAT and DSA - UFLA) .
  • Pattern Recognition and Identification of Dynamical Systems with Computational Intelligence. Duration: 2017-2019. Funding: FAPEMIG PPM (TEC -PPM-00337-17) (DAT - UFLA).
  • Use of Dynamical Models to Classify Power Quality Disturbances. Duration: 2017-2019 (DAT - UFLA).
  • Development of Computational Intelligence and Signal Processing Techniques for Power Quality Analysis and Identification of Electric Charges in Smart Grids. Duration 2015-2018, Funding: FAPEMIG PPM (TEC - PPM-00769-15) (DAT - UFLA).
  • Instrumentation, Signal Processing and Computational Intelligence for Pattern Recognition. Duration 2018-2020, Funding: CNPq PQ2 (DAT - UFLA).
  • Computational Intelligence Apppied to analyse the risk of developing diabetic foot. Duration 2015-2020 (DAT - UFLA).
  • IoT Appplied to Monitor Agriculture Machinery. Duration 2016-2018 (DAT and DEG - UFLA).
  • Development of Soft-sensors to Deep Water Oil Wells. Duration 2011-2016, Funding: PETROBRAS (DAT - UFLA and DEE - UFMG).
  • Multi Objective Evolutionary Computation for Forest Planning and Resource Management. Duration: 2015-2020 (DAT and DCF - UFLA).
  • Automation and Control of a Coffee Roasting Process using Computational Intelligence. Duration: 2016-2019 (DAT, DCA and DEG - UFLA).