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Books and Theses
- 2017
[b1]Paulo Ricardo Lisboa de Almeida:
Adapting the dynamic selection of classifiers approach for concept drift scenarios. Federal University of Paraná, Brazil, 2017
Journal Articles
- 2022
- [j3]Paulo Ricardo Lisboa de Almeida
, Jeovane Honório Alves, Rafael Stubs Parpinelli, Jean Paul Barddal:
A systematic review on computer vision-based parking lot management applied on public datasets. Expert Syst. Appl. 198: 116731 (2022) - 2018
- [j2]Paulo R. L. Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Adapting dynamic classifier selection for concept drift. Expert Syst. Appl. 104: 67-85 (2018) - 2015
- [j1]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Eunelson Jose da Silva Junior, Alessandro L. Koerich:
PKLot - A robust dataset for parking lot classification. Expert Syst. Appl. 42(11): 4937-4949 (2015)
Conference and Workshop Papers
- 2023
- [c9]Andre Gustavo Hochuli, Jean Paul Barddal, Gillian Cezar Palhano, Leonardo Matheus Mendes, Paulo Ricardo Lisboa de Almeida:
Deep Single Models vs. Ensembles: Insights for a Fast Deployment of Parking Monitoring Systems. ICMLA 2023: 1379-1384 - [c8]David L. Pereira Gomes, André Grégio, Marco Antonio Zanata Alves, Paulo R. Lisboa de Almeida:
Efficient Prequential AUC-PR Computation. ICMLA 2023: 2222-2227 - [c7]Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz:
Distance Functions and Normalization Under Stream Scenarios. IJCNN 2023: 1-8 - [c6]Paulo R. Lisboa de Almeida, Jeovane Honório Alves, Luiz S. Oliveira, Andre Gustavo Hochuli, João V. Fröhlich, Rodrigo A. Krauel:
Vehicle Occurrence-Based Parking Space Detection. SMC 2023: 1524-1529 - 2022
- [c5]Andre G. Hochuli, Alceu S. Britto Jr., Paulo R. L. Almeida, Williams B. S. Alves, Fabio M. C. Cagni:
Evaluation of Different Annotation Strategies for Deployment of Parking Spaces Classification Systems. IJCNN 2022: 1-8 - 2020
- [c4]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Jean Paul Barddal:
Naïve Approaches to Deal With Concept Drifts. SMC 2020: 1052-1059 - 2016
- [c3]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handling Concept Drifts Using Dynamic Selection of Classifiers. ICTAI 2016: 989-995 - 2013
- [c2]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Eunelson Silva, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Parking Space Detection Using Textural Descriptors. SMC 2013: 3603-3608 - 2012
- [c1]Paulo Ricardo Lisboa de Almeida, Eunelson Jose da Silva Junior, Tatiana Montes Celinski, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Music genre classification using dynamic selection of ensemble of classifiers. SMC 2012: 2700-2705
Informal and Other Publications
- 2023
- [i5]Paulo R. Lisboa de Almeida, Jeovane Honório Alves, Luiz S. Oliveira, Andre Gustavo Hochuli, João V. Fröhlich, Rodrigo A. Krauel:
Vehicle Occurrence-based Parking Space Detection. CoRR abs/2306.09940 (2023) - [i4]Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz:
Distance Functions and Normalization Under Stream Scenarios. CoRR abs/2307.00106 (2023) - [i3]Andre Gustavo Hochuli, Jean Paul Barddal, Gillian Cezar Palhano, Leonardo Matheus Mendes, Paulo Ricardo Lisboa de Almeida:
Deep Single Models vs. Ensembles: Insights for a Fast Deployment of Parking Monitoring Systems. CoRR abs/2309.16495 (2023) - 2022
- [i2]Paulo Ricardo Lisboa de Almeida, Jeovane Honório Alves, Rafael Stubs Parpinelli, Jean Paul Barddal:
A Systematic Review on Computer Vision-Based Parking Lot Management Applied on Public Datasets. CoRR abs/2203.06463 (2022) - [i1]Andre G. Hochuli, Alceu S. Britto Jr., Paulo Ricardo Lisboa de Almeida, Williams B. S. Alves, Fabio M. C. Cagni:
Evaluation of Different Annotation Strategies for Deployment of Parking Spaces Classification Systems. CoRR abs/2207.11372 (2022)
Coauthor Index
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