ACADEMIC COOPERATION

• SticAmsud [2024-2025]
• SticAmsud [2019-2020]
• SticAmsud [2014-2015]
• FAPs-INRIA-CNRS [2017-2019]
• ORAND S/A (CONICYT, Chile) [2012-2013]
• Intel Strategic Research Alliance [2012-2015]
• CAPES/FCT (INESC-Porto) with Fabien Gouyon [2009-2012]
• Université du Quebec/ETS (Canada) with Prof. Robert Sabourin and Prof. Alessandro Koerich [2005- ]
• Université de Rouen (France) with Prof. Laurent Heutte [2015-]
• IBM Research with Paulo Cavalin [2013-]
• UFPE, with Prof. George Cavalcanti [2015-]
• PUCPR, with Prof Alceu S. Britto Jr [2004-]

DOCTORAL STUDENTS

• Leandro Augusto Ensina (2020)
• Everton F. Baro (2020)

MASTER STUDENTS

• Rafael Inouye (2022)
• Ruanitto Docini (2023)

FORMER STUDENTS

• Daniel Pimenta Furtado [MSc] Coral classification using Deep Learning, 2022 [Lattes]
• Mariana Noguti [MSc], NLP for the legal domain, 2022 [Lattes]
• Teruo Matos Maruyama [Dr], Data augmentation for Signature Verification, 2021 [Lattes]
• Conrado Mattei de Cabane Oliveira [MSc], Metalearning for Time series, 2021.
• Thiago J. M.  Moura [Dr], Dynamic Regression Selection, 2019 [Scholar, Lattes]
• Luiz Gustavo Hafemann [Dr], Learning Features for Offline Handwritten Signature Verification, 2019 [Scholar]
• André Gustavo Hochuli [Dr], Segmentation-Free approaches for Handwritten Digit String Recognition, 2019 [Scholar, Lattes]
• Gustavo Henrique G. Matsushita [MSc], Automatic Identification of Phasic Dopamine Release, 2019 [Lattes]
• Günter H. Herweg Filho [MSc], Pattern Recognition for Lateral Flow Immunoassays, 2018 [Lattes]
• Fabio Spanhol [Dr], Automatic Breast Cancer Classification From Histopathological Images: A Hybrid Approach, 2018 [Scholar, Lattes].
• Fabio Sato [MSc], Algorithms for Solar Radiation detection, 2018.
• Paulo R. L. de Almeida [Dr], Adapting the Dynamic Selection of Classifiers for the Concept Drift Scenarios, 2017 [Scholar, Lattes]
• Dennis Carnelossi Furlaneto [MSc], Trend Prediction on Financial Time Series. 2017 [Lattes]
• Eunelson Jose da Silva Jr [MSc], Cascade of Classifiers, 2015 [Scholar]
• Diego Stiehl [MSc], SignWriting Recognition, 2015 [Lattes]
• Simone B. K. Aires [Dr], Trademark Retrieval, 2015. [Lattes]
• Luiz Gustavo Hafemann [MSc], An Analysis of Deep Neural Networks for Texture Classification, 2014.[Scholar, Lattes]
• Diego Bertolini [Dr], Writer Identification and Verification, 2014 [Scholar, Lattes]
• Jefferson Gustavo Martins [Dr], Forest Species Recognition in the Dissimilarity Space, 2014. [Scholar, Lattes]
• Yandre M. G. Costa, [Dr],  Music Genre Recognition, 2013. [Scholar, Lattes]
• Edson Ramiro Lucas Filho [MSc], HiveQL Self Tuning, 2013 [Scholar]
• Paulo R. L. de Almeida [MSc], Monitoring Outdoor Parking Lots using Computer Vision, 2013 [Scholar, Lattes]
• Leila Maria Vriesmann [Dr], Dynamic Selection of Classifiers, 2012 [Lattes]
• Hideson Alves da Silva [Dr], Network Planning Using PSO, 2012. [Lattes]
• Pedro Luiz de Paula Filho [Dr], Forest Species Recognition, 2012. [Lattes]
• Jean Felsky [MSc], Writer Verification using Fractals, 2012.
• Gustavo Bazzo [MSc], Automatic Classification of Human Error in the Process of Analytic Induction, 2012.
• Walter Ribeiro de Oliveira Jr. [MSc], Compression Methods for Authorship Attribution, 2011.
• Thiago Zavaschi [MSc], Facial Expression Recognition using an Ensemble of Classifiers, 2011.
• Paulo Varela [MSc], Stylometry for Authorship Attribution, 2010.
• Cleber Olivo [MSc], A Feature Set for Phishing Detection, 2010.
• Felipe Calliari Ribas [MSc], Handwritten Digit Segmentation, 2010.
• Regiane Hanusiak [MSc], Writer Verification, 2010.
• Cheila Bergamini [MSc], One Class Classification for Biometric Fusion, 2009.
• Andre Miranda Pimenta [MSc], Document Reconstruction using Dynamic Programming, 2009.
• Murilo dos Santos [MSc], Combining Features in HMM, 2009.
• Diego Bertolini [MSc], Ensemble of Classifiers for Signature Verification, 2008. [Scholar, Lattes]
• Eduardo Vellasques [MSc], Classification of Segmentation Points, 2006. [Scholar]

FORMER POST DOC

• Felipe Azevedo Pinagé, Concept Drift (PNPD/CAPES), 2018-2019.
• Jefferson Gustavo Martins, Pattern Classification, 2018.
• Juan Climent (Visiting Professor from UPC-Barcelona), Image Processing, 2014.
• Bogdan T. Nassu, Text Detection, 2012.