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Yandre Costa
Yandre Costa
Department of Informatics - State University of Maringá
Adresă de e-mail confirmată pe din.uem.br
Titlu
Citat de
Citat de
Anul
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
5742020
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
3062017
Music genre classification using LBP textural features
YMG Costa, LS Oliveira, AL Koerich, F Gouyon, JG Martins
Signal Processing, 2012
2072012
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
1482021
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
1482016
Music genre recognition using spectrograms
YMG Costa, LS Oliveira, AL Koericb, F Gouyon
Systems, Signals and Image Processing (IWSSIP), 2011 18th International …, 2011
1452011
MLTL: A multi-label approach for the Tomek Link undersampling algorithm
RM Pereira, YMG Costa, CN Silla Jr
Neurocomputing 383, 95-105, 2020
1202020
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
962017
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
742020
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
572018
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
532020
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
492018
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
482013
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
472022
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
442019
Bird species identification using spectrogram and dissimilarity approach
RHD Zottesso, YMG Costa, D Bertolini, LES Oliveira
Ecological Informatics 48, 187-197, 2018
382018
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
372012
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
362016
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
352018
Toward hierarchical classification of imbalanced data using random resampling algorithms
RM Pereira, YMG Costa, CN Silla Jr
Information Sciences 578, 344-363, 2021
322021
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