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Yandre Costa
Yandre Costa
Department of Informatics - State University of Maringá
Dirección de correo verificada de din.uem.br
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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, 105532, 2020
5312020
An evaluation of convolutional neural networks for music classification using spectrograms
YMG Costa, LS Oliveira, CN Silla Jr
Applied soft computing 52, 28-38, 2017
2832017
Music genre classification using LBP textural features
YMG Costa, LS Oliveira, AL Koerich, F Gouyon, JG Martins
Signal Processing, 2012
1972012
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
1372021
Combining visual and acoustic features for music genre classification
L Nanni, YMG Costa, A Lumini, MY Kim, SR Baek
Expert Systems with Applications 45, 108-117, 2016
1372016
Music genre recognition using spectrograms
YMG Costa, LS Oliveira, AL Koericb, F Gouyon
Systems, Signals and Image Processing (IWSSIP), 2011 18th International …, 2011
1332011
MLTL: A multi-label approach for the Tomek Link undersampling algorithm
RM Pereira, YMG Costa, CN Silla Jr
Neurocomputing 383, 95-105, 2020
972020
Combining visual and acoustic features for audio classification tasks
L Nanni, YMG Costa, DR Lucio, CN Silla Jr, S Brahnam
Pattern Recognition Letters 88, 49-56, 2017
892017
Ensemble of convolutional neural networks to improve animal audio classification
L Nanni, YMG Costa, RL Aguiar, RB Mangolin, S Brahnam, CN Silla
EURASIP Journal on Audio, Speech, and Music Processing 2020, 1-14, 2020
672020
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets
RL Aguiar, YMG Costa, CN Silla
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
472018
Music genre recognition using gabor filters and lpq texture descriptors
Y Costa, L Oliveira, A Koerich, F Gouyon
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013
452013
Ensemble of deep learning, visual and acoustic features for music genre classification
L Nanni, YMG Costa, RL Aguiar, CN Silla Jr, S Brahnam
Journal of New Music Research 47 (4), 383-397, 2018
442018
Music4all: A new music database and its applications
IAP Santana, F Pinhelli, J Donini, L Catharin, RB Mangolin, VD Feltrim, ...
2020 International Conference on Systems, Signals and Image Processing …, 2020
392020
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
372022
Identification of infants’ cry motivation using spectrograms
GZ Felipe, RL Aguiar, YMG Costa, CN Silla, S Brahnam, L Nanni, ...
2019 International Conference on Systems, Signals and Image Processing …, 2019
362019
Combining visual and acoustic features for bird species classification
L Nanni, YMG Costa, DR Lucio, CN Silla, S Brahnam
2016 IEEE 28th International Conference on Tools with Artificial …, 2016
352016
COMPARING TEXTURAL FEATURES FOR MUSIC GENRE CLASSIFICATION
YMG Costa, LS Oliveira, AL Koerich, F Gouyon
WCCI 2012 - IEEE World Congress on Computational Inteligence - Brisbane …, 2012
352012
Bird species identification using spectrogram and dissimilarity approach
RHD Zottesso, YMG Costa, D Bertolini, LES Oliveira
Ecological Informatics 48, 187-197, 2018
342018
Automatic Vehicle type Classification with Convolutional Neural Networks
MN Roecker, YMG Costa, JLR Almeida, GHG Matsushita
2018 25th International Conference on Systems, Signals and Image Processing …, 2018
312018
Toward hierarchical classification of imbalanced data using random resampling algorithms
RM Pereira, YMG Costa, CN Silla Jr
Information Sciences 578, 344-363, 2021
292021
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Artículos 1–20