Supervisions (ongoing)

1. André Paulino de Lima. Limites to surprise of recommender systems. PPgSI-Master. 2016 – current
2. Thais Rodrigues Neubauer. Interactive trace clustering: interactive clustering applied to process mining. PPgSI-Master. 2017 – current
3. Lucas Freire Lima. Driver-behaviour analysis with deep learning. PPgSI-Master. 2018 – current

Co-supervisions (ongoing)

1. Alexandre Gastaldi Lopes Fernandes. Incidents completion time with data mining tecniques. PPgSI-Master. 2018 – current.

Supervisions (concluded)

1. Renata Cristina Barros Madeo. Support Vector Machines and Gesture Analysis: incorporating temporal aspects. PPgSI-Master. 2013 (pdf in portuguese)
2. Fernando de Almeida Freitas. Automatic recognition of Grammatical Facial Expressions from Brazilian Sign Language (Libras). PPgSI-Master. 2015 (pdf in portuguese)
3. Lucas Fernandes Brunialti. Matrix factorization for overlapping columns coclustering. PPgSI-Master. 2016 (pdf in portuguese)
4. Jose Luiz Maturana Pagnossim. A hybrid approach to news recommendation systems. PPgSI-Master. 2018 (pdf in portuguese)
5. Ricardo Alves Feitosa. Study of multidimensional representations for the gesture phases segmentation. PPgSI-Master. 2018 (pdf in portuguese)
6. Jallysson Miranda Rocha. The influence of the speech context on the automatic segmentation of the phases of the gesture with supervised machine learning. PPgSI-Master. 2018 (pdf in portuguese)
7. Claudio Aparecido Lira do Amaral. Attribute selection for process mining on incident management process. PPgSI-Master. 2018 (pdf in portuguese)
8. Maria Eduarda de Araújo Cardoso. Reconhecimento de Padrões aplicado a análise de expressões faciais gramaticais da língua brasileira de sinais: uma abordagem usando mistura de especialistas. PPgSI-Master. 2018 (pdf in portuguese)
9. Alexandra Katiuska Ramos Diaz. Biagrupamento heurístico e coagrupamento baseado em fatoração de matrizes: um estudo em dados textuais. PPgSI-Master. 2018 (pdf in portuguese)
10. Fernando Henrique da Silva Costa. Clustering ensembles to content-based recommender systems. PPgSI-Master. 2018 (pdf in portuguese)

Co-supervisions (concluded)

1. Ana Rocío Cardemas Maita. A study of the application of computational intelligence and machine learning techniques in business process mining. PPgSI-Master. 2015 (pdf in portuguese)
2. Gabriel Lucas Cantanhede da Silva. Application of genetic algorithms on mining non structured processes. PPgSI-Master. 2018 (pdf in portuguese)
3. Jozias Rolim de Araújo Júnior. Reconhecimento multibiométrico baseado em imagens de face parcialmente ocluídas. PPgSI-Master. 2018 (pdf in portuguese)
4. Jonas Mendonça Targino. Detection and reconstruction of partial occlusions in face images for biometric recognition. PPgSI-Master. 2018

Access the Lattes curriculum for information on other type of supervisions.