| 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 | 574 | 2020 |
| 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 | 148 | 2021 |
| MLTL: A multi-label approach for the Tomek Link undersampling algorithm RM Pereira, YMG Costa, CN Silla Jr Neurocomputing 383 (C), 95-105, 2020 | 120 | 2020 |
| 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 | 47 | 2022 |
| Toward hierarchical classification of imbalanced data using random resampling algorithms RM Pereira, YMG Costa, CN Silla Jr Information Sciences 578, 344-363, 2021 | 32 | 2021 |
| MannaSim: A NS-2 extension to simulate wireless sensor network RM Pereira, LB Ruiz, MLA Ghizoni 2015 International Conferece on Networks, 95-101, 2015 | 22 | 2015 |
| 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 | 17 | 2022 |
| 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 | 17 | 2019 |
| 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 | 16 | 2021 |
| 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 | 13 | 2017 |
| A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. VD Valerio, RM Pereira, YMG Costa, D Bertolini, CN Silla Jr FLAIRS, 500-505, 2018 | 12 | 2018 |
| 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 | 9 | 2018 |
| 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 | 8 | 2020 |
| 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 | 6 | 2021 |
| 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 | 5 | 2015 |
| 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 | 3 | 2021 |
| 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 | 2 | 2018 |
| 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 | 1 | 2023 |
| Lidando com o Desbalanceamento em Problemas de Classificação Hierárquica com Reamostragem de Dados RM Pereira, YMG Costa, CN Silla Jr Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS), 13-18, 2021 | 1 | 2021 |
| Review 1:" COVID-19 Classification of X-ray Images Using Deep Neural Networks" R Pereira Rapid Reviews Infectious Diseases, 2020 | 1 | 2020 |
Yandre CostaDepartment of Informatics - State University of MaringáOverená e-mailová adresa na: din.uem.br