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Rodolfo Miranda Pereira

Observed names: Rodolfo M. Pereira, Rodolfo Pereira
ORCID: 0000-0003-1272-5378
Observed ORCID: 0000-0003-1272-5378
OpenAlex ID: A5074147819
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios
2020 · Rodolfo M. Pereira, Diego Bertolini, et al. · Computer Methods and Programs in Biomedicine · 527
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Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images
2021 · Lucas O. Teixeira, Rodolfo M. Pereira, et al. · Sensors · 152
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MLTL: A multi-label approach for the Tomek Link undersampling algorithm
2019 · Rodolfo M. Pereira, Yandre M.G. Costa, et al. · Neurocomputing · 148
A multimodal approach for multi-label movie genre classification
2020 · Rafael B. Mangolin, Rodolfo M. Pereira, et al. · Multimedia Tools and Applications · 63
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Toward hierarchical classification of imbalanced data using random resampling algorithms
2021 · Rodolfo M. Pereira, Yandre M.G. Costa, et al. · Information Sciences · 43
COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers
2022 · Yandre M. G. Costa, Sergio A. Silva, et al. · Sensors · 29
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Representation Learning vs. Handcrafted Features for Music Genre Classification
2019 · Rodolfo M. Pereira, Yandre M. G. Costa, et al. · International Joint Conference on Neural Networks (IJCNN) · 22
Handling imbalance in hierarchical classification problems using local classifiers approaches
2021 · Rodolfo M. Pereira, Yandre M. G. Costa, et al. · Data Mining and Knowledge Discovery · 16
Automatic chronic degenerative diseases identification using enteric nervous system images
2021 · Gustavo Z. Felipe, Jacqueline N. Zanoni, et al. · Neural Computing and Applications · 12
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Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques
2018 · Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 12
Using simplified chords sequences to classify songs genres
2017 · Rodolfo Miranda Pereira, Carlos N. Silla · IEEE International Conference on Multimedia and Expo (ICME) · 11
MannaSim: A NS-2 Extension to Simulate Wireless Sensor Network
2015 · Rodolfo M. Pereira, Linnyer Beatrys Ruiz, et al. · International Conference on Networks · 11
Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers
2018 · Rodolfo M. Pereira, Felippe Fernandes da Silva, et al. · IEEE Frontiers in Education Conference (FIE) · 7
A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms.
2018 · Vinicius D. Valerio, Rodolfo M. Pereira, et al. · The Florida AI Research Society · 6
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features
2022 · Gustavo Z. Felipe, Lucas O. Teixeira, et al. · Neural Processing Letters · 3
Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario
2021 · Fabio K. H. De Barros, Andre L. Jeller Selleti, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 3
PowerMannaSim: An extension with power consumption modeling to MannaSim, a Wireless Sensor Network module of NS-2
2015 · Rodolfo Miranda Pereira, Linnyer Beatrys Ruiz, et al. · IEEE Symposium on Computers and Communications (ISCC) · 2
Lidando com o Desbalanceamento em Problemas de Classificação Hierárquica com Reamostragem de Dados
2021 · Rodolfo Miranda Pereira, Yandre M. G. Costa, et al. · 1
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Review 1: "COVID-19 Classification of X-ray Images Using Deep Neural Networks"
2020 · Rodolfo Pereira · 1
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Dealing with Imbalanceness in Hierarchical Classification Problems Through Data Resampling
2021 · Rodolfo M. Pereira, Yandre M. G. Costa, et al. · SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
An Evaluation of Segmentation Techniques for Covid-19 Identification in Chest X-Ray
2021 · Arthur Rodrigues Batista, Diego Bertolini, et al. · Lecture notes in computer science
Reviews of "COVID-19 Classification of X-ray Images Using Deep Neural Networks"
2020 · Rodolfo Pereira, Sivaramakrishnan Rajaraman
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O Uso e Desenvolvimento de Softwares em Micro e Pequenas Empresas
2011 · Rodolfo M. Pereira, Tania Fátima Calvi Tait, et al. · Revista Tecnológica
Works count: 23
Citation count: 1,069
H-index: 11
I10-index: 12
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