Следене
Rodolfo Miranda Pereira
Rodolfo Miranda Pereira
Voxy
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COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios
RM Pereira, D Bertolini, LO Teixeira, CN Silla Jr, YMG Costa
Computer Methods and Programs in Biomedicine 194 (C), 105532, 2020
5172020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images
LO Teixeira, RM Pereira, D Bertolini, LS Oliveira, L Nanni, ...
Sensors 21 (21), 7116, 2021
1322021
MLTL: A multi-label approach for the Tomek Link undersampling algorithm
RM Pereira, YMG Costa, CN Silla Jr
Neurocomputing 383 (C), 95-105, 2020
892020
A multimodal approach for multi-label movie genre classification
RB Mangolin, RM Pereira, AS Britto Jr, CN Silla Jr, VD Feltrim, D Bertolini, ...
Multimedia Tools and Applications 81 (14), 19071-19096, 2022
322022
Toward hierarchical classification of imbalanced data using random resampling algorithms
RM Pereira, YMG Costa, CN Silla Jr
Information Sciences 578, 344-363, 2021
282021
MannaSim: A NS-2 extension to simulate wireless sensor network
RM Pereira, LB Ruiz, MLA Ghizoni
2015 International Conferece on Networks, 95-101, 2015
212015
Representation Learning vs. Handcrafted Features for Music Genre Classification
RM Pereira, YMG Costa, RL Aguiar, AS Britto, LES Oliveira, CN Silla Jr.
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
132019
Using simplified chords sequences to classify songs genres
RM Pereira, CN Silla Jr.
2017 IEEE International Conference on Multimedia and Expo (ICME), 1446-1451, 2017
112017
Covid-19 detection on chest x-ray and ct scan: A review of the top-100 most cited papers
YMG Costa, SA Silva Jr, LO Teixeira, RM Pereira, D Bertolini, AS Britto Jr, ...
Sensors 22 (19), 7303, 2022
102022
Handling imbalance in hierarchical classification problems using local classifiers approaches
RM Pereira, YMG Costa, CN Silla Jr
Data Mining and Knowledge Discovery 35 (4), 1564-1621, 2021
102021
A resampling approach for imbalanceness on music genre classification using spectrograms
VD Valerio, RM Pereira, YMG Costa, D Bertoini, CN Silla Jr
The Thirty-First International Flairs Conference, 2018
102018
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios, ArXiv Prepr
RM Pereira, D Bertolini, LO Teixeira, CN Silla Jr, YMG Costa
ArXiv2004 5835, 2020
82020
Dealing with imbalanceness in hierarchical multi-label datasets using multi-label resampling techniques
RM Pereira, YMG Costa, CN Silla Jr.
2018 IEEE 30th International Conference on Tools with Artificial …, 2018
72018
Automatic chronic degenerative diseases identification using enteric nervous system images
GZ Felipe, JN Zanoni, CC Sehaber-Sierakowski, GDP Bossolani, ...
Neural Computing and Applications 33 (22), 15373-15395, 2021
62021
PowerMannaSim: An extension with power consumption modeling to MannaSim, a Wireless Sensor Network module of NS-2
RM Pereira, LB Ruiz, LHC Davantel, RDM Thais
2015 IEEE Symposium on Computers and Communication (ISCC), 949-955, 2015
52015
Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers
RM Pereira, FF da Silva, CN Silla Jr.
2018 IEEE Frontiers in Education Conference (FIE), 1-9, 2018
22018
Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario
FKH De Barros, ALJ Selleti, VAP Queiroz, RM Pereira, CN Silla
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021
12021
Lidando com o Desbalanceamento em Problemas de Classificação Hierárquica com Reamostragem de Dados
RM Pereira, YMG Costa, CN Silla Jr
Anais Estendidos do XXI Simpósio Brasileiro de Computação Aplicada à Saúde …, 2021
12021
Review 1:" COVID-19 Classification of X-ray Images Using Deep Neural Networks"
R Pereira
Rapid Reviews Infectious Diseases, 2020
12020
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features
GZ Felipe, LO Teixeira, RM Pereira, JN Zanoni, SRG Souza, L Nanni, ...
Neural Processing Letters 55 (5), 5811-5832, 2023
2023
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