Dr. Juan Gabriel Colonna
TitleCited byYear
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
382015
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
222012
Automatic Classification of Anuran Sounds Using Convolutional Neural Networks
JG Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes, J Gama
Proceedings of the Ninth International C* Conference on Computer Science …, 2016
192016
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
152012
Recognizing family, genus, and species of anuran using a hierarchical classification approach
JG Colonna, J Gama, F Nakamura, Eduardo
Spinger, 2016
122016
How to correctly evaluate an automatic bioacoustics classification method
JG Colonna, J Gama, EF Nakamura
Conference of the Spanish Association for Artificial Intelligence, 37-47, 2016
112016
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
102014
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
82017
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
62016
Compressive sensing for efficiently collecting wildlife sounds with wireless sensor networks
JJM Diaz, JG Colonna, RB Soares, CMS Figueiredo, EF Nakamura
2012 21st International Conference on Computer Communications and Networks …, 2012
62012
A comparison of hierarchical multi-output recognition approaches for anuran classification
JG Colonna, J Gama, EF Nakamura
Machine Learning 107 (11), 1651-1671, 2018
52018
Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls
JG Colonna, EF Nakamura, OA Rosso
Expert Systems with Applications 106, 107-120, 2018
52018
Experimental Evaluation on Machine Learning Techniques for Human Activities Recognition in Digital Education Context
G Leitao, J Colonna, E Ribeiro, R Barreto, A Koster, F Koch
ISBN 978-3-319-39672-9, 2015
32015
Classificação de anuros baseado em vocalizações para monitoramento ambiental pervasivo
JG Colonna, EF Nakamura, EM dos Santos
III Simpósio Brasileiro de Computação Ubíqua e Pervasiva (SBCUP), 2011
22011
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
12018
Framework para coleta e inferência de estados emocionais de alunos baseado em reconhecimento de expressões faciais
A Cruz, G Leitão, J Colonna, E Silva, R Barreto, T Primo
Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2017
12017
Sensor acústico para detecção de desmatamento ilegal na floresta amazônica
WJG Seabra, JG Colonna, EF Nakamura
9º Simpósio Brasileiro de Computação Ubíqua e Pervasiva (SBCUP 2017) 9 (1/2017), 2017
12017
Uma abordagem para classificação de anuros baseada em vocalizações
JG Colonna
Universidade Federal do Amazonas, 2012
12012
Compressão de vocalizações de anuros para classificação de espécies usando redes de sensores sem fio
JJM Diaz, JG Colonna, RB Soares, EF Nakamura, CMS Figueiredo
IV Simpósio Brasileiro de Computação Ubíqua e Pervasiva-SBCUP, 75, 0
1
Previsão de ocupação de anuros usando sensoriamento de variáveis ambientais e modelos Autocodificadores
N Silva, J Colonna, M Cristo
Anais do XI Simpósio Brasileiro de Computação Ubíqua e Pervasiva, 2019
2019
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Articles 1–20