| 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 | 73 | 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 |
| 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 | 47 | 2018 |
| 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 |
| Recent studies about teaching algorithms (cs1) and data structures (cs2) for computer science students DB Silva, R de Lima Aguiar, DS Dvconlo, CN Silla 2019 IEEE Frontiers in Education Conference (FIE), 1-8, 2019 | 25 | 2019 |
| Bird and whale species identification using sound images L Nanni, RL Aguiar, YMG Costa, S Brahnam, CN Silla Jr, RL Brattin, ... IET Computer Vision 12 (2), 178-184, 2018 | 18 | 2018 |
| Representation learning vs. handcrafted features for music genre classification RM Pereira, YMG Costa, RL Aguiar, AS Britto, LES Oliveira, CN Silla 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 14 | 2019 |
| Using spectrogram to detect North Atlantic right whale calls from audio recordings GK de Freitas, R de Lima Aguiar 2016 35th International Conference of the Chilean Computer Science Society …, 2016 | 8 | 2016 |
| On the importance of passive acoustic monitoring filters R Aguiar, G Maguolo, L Nanni, Y Costa, C Silla Jr Journal of Marine Science and Engineering 9 (7), 685, 2021 | 5 | 2021 |
| Music genre recognition using spectrograms with harmonic-percussive sound separation R de Lima Aguiar, L Nanni 2016 35th International Conference of the Chilean Computer Science Society …, 2016 | 4 | 2016 |
| Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques MHC Sudul, RL Aguiar, YMG Costa, S Brahnam, S McMurtrey, L Nanni, ... 2023 30th International Conference on Systems, Signals and Image Processing …, 2023 | 1 | 2023 |
| Classificação de gêneros musicais utilizando convolutional neural network e data augmentation RL Aguiar | | 2017 |
Carlos SillaProfessor of Machine Learning at Halmstad University (Sweden) & Researcher at PPGIa/PUCPR (Brazil)Потвърден имейл адрес: hh.se
