| 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 | 547 | 2020 |
| 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 | 292 | 2017 |
| Music genre classification using LBP textural features YMG Costa, LS Oliveira, AL Koerich, F Gouyon, JG Martins Signal Processing, 2012 | 202 | 2012 |
| 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 | 143 | 2021 |
| 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 | 141 | 2016 |
| Music genre recognition using spectrograms YMG Costa, LS Oliveira, AL Koericb, F Gouyon Systems, Signals and Image Processing (IWSSIP), 2011 18th International …, 2011 | 138 | 2011 |
| MLTL: A multi-label approach for the Tomek Link undersampling algorithm RM Pereira, YMG Costa, CN Silla Jr Neurocomputing 383, 95-105, 2020 | 104 | 2020 |
| 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 | 91 | 2017 |
| 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 | 72 | 2020 |
| 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 | 51 | 2018 |
| 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 | 47 | 2013 |
| 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 | 46 | 2018 |
| 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 | 43 | 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 | 42 | 2022 |
| 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 | 40 | 2019 |
| Bird species identification using spectrogram and dissimilarity approach RHD Zottesso, YMG Costa, D Bertolini, LES Oliveira Ecological Informatics 48, 187-197, 2018 | 38 | 2018 |
| 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 | 35 | 2016 |
| 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 | 35 | 2012 |
| 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 | 31 | 2018 |
| Toward hierarchical classification of imbalanced data using random resampling algorithms RM Pereira, YMG Costa, CN Silla Jr Information Sciences 578, 344-363, 2021 | 29 | 2021 |
Carlos SillaProfessor of Machine Learning at Halmstad University (Sweden) & Researcher at PPGIa/PUCPR (Brazil)Verified email at hh.se
