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Flavia Bernardini
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Ano
I GranDSI-BR: Grand Research Challenges in Information Systems in Brazil 2016-2026
C Boscarioli, RM de Araujo, RS Maciel, VVG Neto, F Oquendo, ...
Sociedade Brasileira de Computação, 2017
902017
A systematic literature review on distributed machine learning in edge computing
CP Filho, E Marques Jr, V Chang, L Dos Santos, F Bernardini, PF Pires, ...
Sensors 22 (7), 2665, 2022
442022
Transparency in practice: using visualization to enhance the interpretability of open data
R Barcellos, J Viterbo, L Miranda, F Bernardini, C Maciel, D Trevisan
Proceedings of the 18th Annual International Conference on Digital …, 2017
442017
A model based on LSTM neural networks to identify five different types of malware
EO Andrade, J Viterbo, CN Vasconcelos, J Guérin, FC Bernardini
Procedia Computer Science 159, 182-191, 2019
362019
A survey on the use of machine learning methods in context-aware middlewares for human activity recognition
L Miranda, J Viterbo, F Bernardini
Artificial Intelligence Review 55 (4), 3369-3400, 2022
342022
Identifying cybersickness causes in virtual reality games using symbolic machine learning algorithms
T Porcino, EO Rodrigues, F Bernardini, D Trevisan, E Clua
Entertainment Computing 41, 100473, 2022
282022
Cardinality and density measures and their influence to multi-label learning methods
FC Bernardini, RB da Silva, RM Rodovalho, EBM Meza
Submitted to Learning and Nonlinear Models, 2014
282014
Artificial neural networks ensemble used for pipeline leak detection systems
IN Ferraz, ACB Garcia, FC Bernardini
International Pipeline Conference 48579, 739-747, 2008
282008
Mining direct acyclic graphs to find frequent substructures—An experimental analysis on educational data
JJ Costa, F Bernardini, D Artigas, J Viterbo
Information Sciences 482, 266-278, 2019
252019
Constructing ensembles of symbolic classifiers
FC Bernardini, MC Monard, RC Prati
International Journal of Hybrid Intelligent Systems 3 (3), 159-167, 2006
252006
A rationale for data governance as an approach to tackle recurrent drawbacks in open data portals
JR Reis, J Viterbo, F Bernardini
Proceedings of the 19th Annual International Conference on Digital …, 2018
242018
Towards defining data interpretability in open data portals: Challenges and research opportunities
R Barcellos, F Bernardini, J Viterbo
Information systems 106, 101961, 2022
232022
I grandsi-br
C Boscarioli, RM de Araujo, RS Maciel, VVG Neto, F Oquendo, ...
Sociedade Brasileira de Computação, 2017
232017
Assessing the quality of local e-government service through citizen-sourcing applications
M Monteiro, L Vasconcelos, J Viterbo, L Salgado, F Bernardini
2021 IEEE 24th International Conference on Computer Supported Cooperative …, 2021
222021
An instrument for evaluating open data portals: A case study in brazilian cities
V Machado, G Mantini, J Viterbo, F Bernardini, R Barcellos
Proceedings of the 19th Annual International Conference on Digital …, 2018
222018
Identifying privacy functional requirements for crowdsourcing applications in smart cities
M da Silva, J Viterbo, F Bernardini, C Maciel
2018 IEEE International Conference on Intelligence and Security Informatics …, 2018
192018
How cities categorize datasets in their open data portals: an exploratory analysis
HS Pinto, F Bernardini, J Viterbo
Proceedings of the 19th Annual International Conference on Digital …, 2018
172018
A Robótica como Ferramenta de Apoio ao Ensino de Disciplinas de Programação em Cursos de Computação e Engenharia
PC Ribeiro, CB Martins, FC Bernardini
Anais do Workshop de Informática na Escola 1 (1), 1108-1117, 2011
172011
Combinaçao de classificadores simbólicos para melhorar o poder preditivo e descritivo de ensembles
FC Bernardini
Universidade de São Paulo, 2002
172002
A survey on the use of data and opinion mining in social media to political electoral outcomes prediction
JS Santos, F Bernardini, A Paes
Social Network Analysis and Mining 11 (1), 103, 2021
162021
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