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Juan G. Colonna
Juan G. Colonna
Professor Dr. no Instituto de Computação da Universidade Federal do Amazonas
Verified email at icomp.ufam.edu.br - Homepage
Title
Cited by
Cited by
Year
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
642015
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
432016
Deep hashing for multi-label image retrieval: a survey
J Rodrigues, M Cristo, JG Colonna
Artificial Intelligence Review 53 (7), 5261-5307, 2020
292020
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
242012
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
232012
Bioacoustic signal denoising: a review
J Xie, JG Colonna, J Zhang
Artificial Intelligence Review 54 (5), 3575-3597, 2021
192021
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
192020
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
192016
A comparison of hierarchical multi-output recognition approaches for anuran classification
JG Colonna, J Gama, EF Nakamura
Machine Learning 107 (11), 1651-1671, 2018
162018
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
152017
Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls
JG Colonna, EF Nakamura, OA Rosso
Expert Systems with Applications 106, 107-120, 2018
142018
Recognizing family, genus, and species of anuran using a hierarchical classification approach
JG Colonna, J Gama, EF Nakamura
International Conference on Discovery Science, 198-212, 2016
142016
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
132014
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
112016
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
72012
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
52021
Estimating ecoacoustic activity in the Amazon rainforest through Information Theory quantifiers
JG Colonna, JRH Carvalho, OA Rosso
PloS one 15 (7), e0229425, 2020
42020
Discriminative Singular Spectrum Analysis for Bioacoustic Classification.
BB Gatto, EM dos Santos, JG Colonna, N Sogi, LS Souza, K Fukui
INTERSPEECH, 2887-2891, 2020
42020
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
42018
Experimental evaluation on machine learning techniques for human activities recognition in digital education context
G Leitao, J Colonna, E Ribeiro, R Barreto, TY Araujo, A Martins, A Koster, ...
International Workshop on Social Computing in Digital Education, 124-139, 2015
42015
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