About

I am currently a Professor at the Department of Informatics at the Federal University of Paraná - UFPR, Brazil. My studies are focused on Machine Learning, mainly applied to Smart Cities and Concept Drifts.

LinkedIn
GitHub
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Research

I am a Machine Learning Researcher. Check out some publications:

Almeida, P. R. L.,  Alves J. H.,  Parpinelli R. S., Barddal  J. P. A systematic review on computer vision-based parking lot management applied on public datasets. ESWA, 2022. (pdf)
Almeida, P. R. L., Oliveira, L. S., Britto Jr, A., S., Barddal, J. P. Naïve Approaches to Deal With Concept Drifts. 2020 IEEE SMC, Toronto, 2020. (pdf).
Almeida, P. R. L., Oliveira, L. S., Britto Jr, A., S., Sabourin, R. Adapting Dynamic Classifier Selection for Concept Drift. ESWA, 2018. (pdf).
Google Scholar
I am a researcher at the Data Science & Big Data research group. The Laboratory of Data Science & Big Data was created in 2018 and it is part of the Department of Informatics (DInf) and Department of Statistics (DEst) of the Federal University of Parana (UFPR).
We are currently accepting master's and PhD students. Check out more here.

Open Source Projects

I will always try my best to keep my projects Open Source. Check my GitHub.
GitHub

Teaching

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C++
Object-Oriented Programming in C++. Designing for performance.
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Assembly
Low-level programming. I mean, really low level ...
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Search and Recursion
Recursion, searching, costs, backtracking and more Computer Science fun 😉
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More
Click here for more.

Benchmarks and Projects

The PKLot Dataset

The PKLot for Concept Drifts

The Dynse Framework

Concept Drift Datasets