Yandre Costa
Yandre Costa
Department of Informatics - State University of Maringá
E-mail confirmado em 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
2052020
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
1662017
Music genre classification using LBP textural features
YMG Costa, LS Oliveira, AL Koerich, F Gouyon, JG Martins
Signal Processing, 2012
1532012
Music genre recognition using spectrograms
YMG Costa, LS Oliveira, AL Koericb, F Gouyon
Systems, Signals and Image Processing (IWSSIP), 2011 18th International …, 2011
992011
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
922016
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
512017
Music genre recognition using gabor filters and lpq texture descriptors
Y Costa, L Oliveira, A Koerich, F Gouyon
Iberoamerican Congress on Pattern Recognition, 67-74, 2013
342013
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
332012
Music genre recognition based on visual features with dynamic ensemble of classifiers selection
Y Costa, L Oliveira, A Koerich, F Gouyon
2013 20th International Conference on Systems, Signals and Image Processing …, 2013
202013
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
192018
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
192018
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
192016
Bird Species Classification using Spectrograms
DR Lucio, YMG Costa
2015 XLI Latin American Computing Conference (CLEI), 335-345, 2015
192015
Language Identification Using Spectrogram Texture
A Montalvo, YMG Costa, JR Calvo
Iberoamerican Congress on Pattern Recognition, 543-550, 2015
182015
Set of Texture Descriptors for Music Genre Classification
L Nanni, Y Costa, S Brahnam
162014
Uso de descritores de textura extraıdos de glcm para o reconhecimento de padroes em diferentes domınios de aplicaçao
JG Martins, YMG Costa, D Bertolini, LS Oliveira
XXXVII Conferencia Latinoamericana de Informática, 637-652, 2011
142011
The dissimilarity approach: a review
YMG Costa, D Bertolini, AS Britto, GDC Cavalcanti, LES Oliveira
Artificial Intelligence Review 53 (4), 2783-2808, 2020
132020
MLTL: A multi-label approach for the Tomek Link undersampling algorithm
RM Pereira, YMG Costa, CN Silla Jr
Neurocomputing 383, 95-105, 2020
132020
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
132018
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
122020
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