Juan Gabriel Colonna

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 28

Top Venues

Federal University of Amazonas, Manaus, Brazil (PHD)

Education History

Federal University of Amazonas, Manaus, Brazil

PHD

Publications

Everton Lima Aleixo, Juan Gabriel Colonna, Marco Cristo, Everlandio Fernandes
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy. CoRR (2023)
Bernardo Bentes Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. Digit. Signal Process. 133 (2023)
Marcos M. Salvatierra, Juan Gabriel Colonna, Mário Salvatierra Jr., Alcides de C. Amorim Neto
A note on improving the search of optimal prices in envy-free perfect matchings. CoRR (2023)
Fagner Cunha, Eulanda M. dos Santos, Juan Gabriel Colonna
Bag of tricks for long-tail visual recognition of animal species in camera-trap images. Ecol. Informatics 76 (2023)
Hendrio L. de Souza Bragança, Juan Gabriel Colonna, Horácio A. B. F. Oliveira, Eduardo Souto
How Validation Methodology Influences Human Activity Recognition Mobile Systems. Sensors 22 (6) (2022)
Richard Hada Degaki, Juan Gabriel Colonna, Yadini Lopez, José Reginaldo Carvalho, Edson Silva
Real Time Detection of Mobile Graphical User Interface Elements Using Convolutional Neural Networks. WebMedia (2022)
Leonardo R. Souza, Juan Gabriel Colonna, Joseana Macêdo Fechine, Felipe G. Naveca
Using amino acids co-occurrence matrices and explainability model to investigate patterns in dengue virus proteins. BMC Bioinform. 23 (1) (2022)
Fagner Cunha, Eulanda M. dos Santos, Juan Gabriel Colonna
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera Trap Images. CoRR (2022)
Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna
Filtering Empty Camera Trap Images in Embedded Systems. CVPR Workshops (2021)
Jie Xie, Juan Gabriel Colonna, Jinglan Zhang
Bioacoustic signal denoising: a review. Artif. Intell. Rev. 54 (5) (2021)
Marcos M. Salvatierra, Mario Salvatierra, Juan Gabriel Colonna
Short Communication: Optimally Solving the Unit-Demand Envy-Free Pricing Problem with Metric Substitutability in Cubic Time. Algorithms 14 (10) (2021)
Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna
Filtering Empty Camera Trap Images in Embedded Systems. CoRR (2021)
Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition. CoRR (2021)
Josiane Rodrigues, Marco Cristo, Juan Gabriel Colonna
Deep hashing for multi-label image retrieval: a survey. Artif. Intell. Rev. 53 (7) (2020)
Hendrio L. de Souza Bragança, Juan Gabriel Colonna, Wesllen Sousa Lima, Eduardo Souto
A Smartphone Lightweight Method for Human Activity Recognition Based on Information Theory. Sensors 20 (7) (2020)
Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon S. Souza, Kazuhiro Fukui
Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH (2020)
Gabriel Leitão, Juan Gabriel Colonna, Edwin Monteiro, Elaine H. T. Oliveira, Raimundo S. Barreto
New Metrics for Learning Evaluation in Digital Education Platforms. CoRR (2020)
Juan Gabriel Colonna, Eduardo Freire Nakamura
Unsupervised selection of the singular spectrum components based on information theory for bioacoustic signal filtering. Digit. Signal Process. 82 (2018)
Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura
A comparison of hierarchical multi-output recognition approaches for anuran classification. Mach. Learn. 107 (11) (2018)
Juan Gabriel Colonna, Eduardo Freire Nakamura, Osvaldo Anibal Rosso
Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls. Expert Syst. Appl. 106 (2018)
Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
Mutual singular spectrum analysis for bioacoustics classification. MLSP (2017)
Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura
Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. DS (2016)
Juan Gabriel Colonna, Bernardo B. Gatto, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. MDM (Workshops) (2016)
Juan Gabriel Colonna, Bernardo B. Gatto, Eduardo Freire Nakamura, Eulanda Miranda dos Santos
Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. IPSN (2016)
Juan Gabriel Colonna, Tanel Peet, Carlos Abreu Ferreira, Alípio Mário Jorge, Elsa Ferreira Gomes, João Gama
Automatic Classification of Anuran Sounds Using Convolutional Neural Networks. C3S2E (2016)
Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura
How to Correctly Evaluate an Automatic Bioacoustics Classification Method. CAEPIA (2016)
Juan Gabriel Colonna, Marco Cristo, Mario Salvatierra, Eduardo Freire Nakamura
An incremental technique for real-time bioacoustic signal segmentation. Expert Syst. Appl. 42 (21) (2015)
Gabriel Leitão, Juan Gabriel Colonna, Erick Ribeiro, Raimundo S. Barreto, Thierry-Yves Araujo, Anny Martins, Andrew Koster, Fernando Koch
Experimental Evaluation on Machine Learning Techniques for Human Activities Recognition in Digital Education Context. SOCIALEDU (2015)
Juan Gabriel Colonna, Marco Cristo, Eduardo Freire Nakamura
A Distributed Approach for Classifying Anuran Species Based on Their Calls. ICPR (2014)
Afonso D. Ribas, Juan Gabriel Colonna, Carlos Mauricio S. Figueiredo, Eduardo Freire Nakamura
Similarity clustering for data fusion in Wireless Sensor Networks using k-means. IJCNN (2012)
Juan Gabriel Colonna, Afonso D. Ribas, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
Feature subset selection for automatically classifying anuran calls using sensor networks. IJCNN (2012)
Javier J. M. Diaz, Juan Gabriel Colonna, Rodrigo B. Soares, Carlos Mauricio S. Figueiredo, Eduardo Freire Nakamura
Compressive Sensing for Efficiently Collecting Wildlife Sounds with Wireless Sensor Networks. ICCCN (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Juan Gabriel Colonna