Rodolfo Miranda Pereira

According to our database, Rodolfo Miranda Pereira authored at least 18 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features.

Gustavo Zanoni Felipe, Lucas O. Teixeira, Rodolfo Miranda Pereira, Jacqueline Nelisis Zanoni, Sara R. G. Souza, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa

Neural Process. Lett., October, 2023

2022

COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers.

Yandre M. G. Costa, Sergio A. Da Silva Junior, Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Alceu S. Britto Jr., Luiz S. Oliveira, George D. C. Cavalcanti

Sensors, 2022

A multimodal approach for multi-label movie genre classification.

Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa

Multim. Tools Appl., 2022

2021

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images.

Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa

Sensors, 2021

Automatic chronic degenerative diseases identification using enteric nervous system images.

Gustavo Zanoni Felipe, Jacqueline Nelisis Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin César Flores, Luiz E. S. Oliveira, Rodolfo Miranda Pereira, Yandre M. G. Costa

Neural Comput. Appl., 2021

Toward hierarchical classification of imbalanced data using random resampling algorithms.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.

Inf. Sci., 2021

Handling imbalance in hierarchical classification problems using local classifiers approaches.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla

Data Min. Knowl. Discov., 2021

An Evaluation of Segmentation Techniques for Covid-19 Identification in Chest X-Ray.

Arthur Rodrigues Batista, Diego Bertolini, Yandre M. G. Costa, Luiz Fellipe Machi Pereira, Rodolfo Miranda Pereira, Lucas O. Teixeira

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario.

Fábio K. H. de Barros, André L. Jeller Selleti, Vinícius A. P. Queiroz, Rodolfo Miranda Pereira, Carlos N. Silla

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020

MLTL: A multi-label approach for the Tomek Link undersampling algorithm.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.

Neurocomputing, 2020

Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images.

Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, Yandre M. G. Costa

CoRR, 2020

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios.

Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa

Comput. Methods Programs Biomed., 2020

2019

Representation Learning vs. Handcrafted Features for Music Genre Classification.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques.

Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, Carlos Nascimento Silla Jr.

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms.

Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers.

Rodolfo Miranda Pereira, Felippe Fernandes da Silva, Carlos N. Silla

Proceedings of the IEEE Frontiers in Education Conference, 2018

2017

Using simplified chords sequences to classify songs genres.

Rodolfo Miranda Pereira, Carlos Nascimento Silla Jr.

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2015

PowerMannaSim: An extension with power consumption modeling to MannaSim, a Wireless Sensor Network module of NS-2.

Rodolfo Miranda Pereira, Linnyer Beatrys Ruiz, Luiz Henrique C. Davantel, Thais R. M. Braga Silva

Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015