An incremental technique for real-time bioacoustic signal segmentation JG Colonna, M Cristo, MS Júnior, EF Nakamura Expert Systems with Applications 42 (21), 7367-7374, 2015 | 69 | 2015 |
Automatic classification of anuran sounds using convolutional neural networks J Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes, J Gama Proceedings of the ninth international c* conference on computer science …, 2016 | 53 | 2016 |
Bioacoustic signal denoising: a review J Xie, JG Colonna, J Zhang Artificial Intelligence Review 54, 3575-3597, 2021 | 52 | 2021 |
Deep hashing for multi-label image retrieval: a survey J Rodrigues, M Cristo, JG Colonna Artificial Intelligence Review 53 (7), 5261-5307, 2020 | 37 | 2020 |
A smartphone lightweight method for human activity recognition based on information theory H Bragança, JG Colonna, WS Lima, E Souto Sensors 20 (7), 1856, 2020 | 29 | 2020 |
Similarity clustering for data fusion in wireless sensor networks using k-means AD Ribas, JG Colonna, CMS Figueiredo, EF Nakamura The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012 | 25 | 2012 |
How validation methodology influences human activity recognition mobile systems H Bragança, JG Colonna, HABF Oliveira, E Souto Sensors 22 (6), 2360, 2022 | 24 | 2022 |
Feature subset selection for automatically classifying anuran calls using sensor networks JG Colonna, AD Ribas, EM dos Santos, EF Nakamura The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 24 | 2012 |
Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls JG Colonna, EF Nakamura, OA Rosso Expert Systems with Applications 106, 107-120, 2018 | 21 | 2018 |
A comparison of hierarchical multi-output recognition approaches for anuran classification JG Colonna, J Gama, EF Nakamura Machine Learning 107, 1651-1671, 2018 | 19 | 2018 |
Mutual singular spectrum analysis for bioacoustics classification BB Gatto, JG Colonna, EM dos Santos, EF Nakamura 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 19 | 2017 |
How to correctly evaluate an automatic bioacoustics classification method JG Colonna, J Gama, EF Nakamura Advances in Artificial Intelligence: 17th Conference of the Spanish …, 2016 | 18 | 2016 |
Filtering empty camera trap images in embedded systems F Cunha, EM dos Santos, R Barreto, JG Colonna Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 16 | 2021 |
Recognizing family, genus, and species of anuran using a hierarchical classification approach JG Colonna, J Gama, EF Nakamura Discovery Science: 19th International Conference, DS 2016, Bari, Italy …, 2016 | 15 | 2016 |
A framework for chainsaw detection using one-class kernel and wireless acoustic sensor networks into the amazon rainforest JG Colonna, B Gatto, EM Dos Santos, EF Nakamura 2016 17th IEEE International Conference on Mobile Data Management (MDM) 2, 34-36, 2016 | 14 | 2016 |
A distributed approach for classifying anuran species based on their calls JG Colonna, M Cristo, EF Nakamura 2014 22nd International Conference on Pattern Recognition, 1242-1247, 2014 | 14 | 2014 |
Using amino acids co-occurrence matrices and explainability model to investigate patterns in dengue virus proteins LR Souza, JG Colonna, JM Comodaro, FG Naveca BMC bioinformatics 23 (1), 80, 2022 | 10 | 2022 |
Estimating ecoacoustic activity in the Amazon rainforest through Information Theory quantifiers JG Colonna, JRH Carvalho, OA Rosso PloS one 15 (7), e0229425, 2020 | 10 | 2020 |
Using Triplet Loss for Bird Species Recognition on BirdCLEF 2020. T Clementino, J Colonna, L Cappellato, C Eickhoff, N Ferro, A Névéol CLEF (Working Notes), 2020 | 9 | 2020 |
Unsupervised selection of the singular spectrum components based on information theory for bioacoustic signal filtering JG Colonna, EF Nakamura Digital Signal Processing 82, 64-79, 2018 | 9 | 2018 |