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Juan Gabriel Colonna

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2020 – today

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2024
[j15]
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Juan Gabriel Colonna, Ahmed A. Fares, Márcio Duarte, Ricardo Sousa:
Process mining embeddings: Learning vector representations for Petri nets. Intell. Syst. Appl. 23: 200423 (2024)
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Everton Lima Aleixo, Juan Gabriel Colonna, Marco Cristo, Everlandio Fernandes:
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy. J. Braz. Comput. Soc. 30(1) (2024)
[j13]
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Marcos M. Salvatierra, Juan Gabriel Colonna, Mário Salvatierra Jr., Alcides de C. Amorim Neto:
On Complexity Classes of Envy-Free Pricing Problems: A Short Survey. Oper. Res. Forum 5(4): 103 (2024)
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Jie Xie, Mingying Zhu, Juan Gabriel Colonna:
Acoustic Classification of Bird Species Using Improved Pre-trained Models. PRICAI (1) 2024: 375-382
[c16]
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Bernardo B. Gatto, Juan Gabriel Colonna:
Complex-Valued Embedding on Grassmann Manifolds for Pattern Set Representation. SIBGRAPI 2024: 1-6
[c15]
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Matteo Reis, Yunevda E. León Rojas, Bernardo B. Gatto, Juan Gabriel Colonna:
Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks. SIBGRAPI 2024: 1-6
[i8]
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  - journals/corr/abs-2404-09384
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Víctor A. Braberman, Flavia Bonomo-Braberman, Yiannis Charalambous, Juan Gabriel Colonna, Lucas C. Cordeiro, Rosiane de Freitas:
Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches. CoRR abs/2404.09384 (2024)
[i7]
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  - journals/corr/abs-2404-17129
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Juan Gabriel Colonna, Ahmed A. Fares, Márcio Duarte, Ricardo Sousa:
Process Mining Embeddings: Learning Vector Representations for Petri Nets. CoRR abs/2404.17129 (2024)
2023
[j12]
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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: 103858 (2023)
[j11]
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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: 102060 (2023)
[i6]
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  - journals/corr/abs-2308-12858
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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 abs/2308.12858 (2023)
[i5]
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  - journals/corr/abs-2312-10549
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Everton Lima Aleixo, Juan Gabriel Colonna, Marco Cristo, Everlandio Fernandes:
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy. CoRR abs/2312.10549 (2023)
2022
[j10]
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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): 80 (2022)
[j9]
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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): 2360 (2022)
[c14]
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Richard Hada Degaki, Juan Gabriel Colonna, Yadini Lopez, José Reginaldo Hughes Carvalho, Edson Silva:
Real Time Detection of Mobile Graphical User Interface Elements Using Convolutional Neural Networks. WebMedia 2022: 159-167
[i4]
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  - journals/corr/abs-2206-12458
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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 abs/2206.12458 (2022)
2021
[j8]
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Jie Xie, Juan Gabriel Colonna, Jinglan Zhang:
Bioacoustic signal denoising: a review. Artif. Intell. Rev. 54(5): 3575-3597 (2021)
[j7]
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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): 279 (2021)
[c13]
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Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna:
Filtering Empty Camera Trap Images in Embedded Systems. CVPR Workshops 2021: 2438-2446
[i3]
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  - journals/corr/abs-2103-10166
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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 abs/2103.10166 (2021)
[i2]
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  - journals/corr/abs-2104-08859
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Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna:
Filtering Empty Camera Trap Images in Embedded Systems. CoRR abs/2104.08859 (2021)
2020
[j6]
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Josiane Rodrigues, Marco Cristo, Juan Gabriel Colonna:
Deep hashing for multi-label image retrieval: a survey. Artif. Intell. Rev. 53(7): 5261-5307 (2020)
[j5]
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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): 1856 (2020)
[c12]
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Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui:
Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH 2020: 2887-2891
[i1]
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  - journals/corr/abs-2006-14711
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Gabriel Leitão, Juan Gabriel Colonna, Edwin Monteiro, Elaine H. T. Oliveira, Raimundo S. Barreto:
New Metrics for Learning Evaluation in Digital Education Platforms. CoRR abs/2006.14711 (2020)

2010 – 2019

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2018
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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: 64-79 (2018)
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Juan Gabriel Colonna, Eduardo Freire Nakamura, Osvaldo Anibal Rosso:
Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls. Expert Syst. Appl. 106: 107-120 (2018)
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Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura:
A comparison of hierarchical multi-output recognition approaches for anuran classification. Mach. Learn. 107(11): 1651-1671 (2018)
2017
[b1]
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Juan Gabriel Colonna:
Uma abordagem para monitoramento de anuros baseada em processamento digital de sinais bioac?sticos. Federal University of Amazonas, Manaus, Brazil, 2017
[c11]
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Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura:
Mutual singular spectrum analysis for bioacoustics classification. MLSP 2017: 1-6
[d1]
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Juan Gabriel Colonna, Eduardo Freire Nakamura, Marco Cristo, Marcelo Gordo:
Anuran Calls (MFCCs). UCI Machine Learning Repository, 2017
2016
[c10]
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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: 73-78
[c9]
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Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura:
How to Correctly Evaluate an Automatic Bioacoustics Classification Method. CAEPIA 2016: 37-47
[c8]
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Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura:
Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. DS 2016: 198-212
[c7]
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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: 35:1-35:2
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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: 34-36
2015
[j1]
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Juan Gabriel Colonna, Marco Cristo, Mario Salvatierra, Eduardo Freire Nakamura:
An incremental technique for real-time bioacoustic signal segmentation. Expert Syst. Appl. 42(21): 7367-7374 (2015)
[c5]
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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: 124-139
2014
[c4]
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Juan Gabriel Colonna, Marco Cristo, Eduardo Freire Nakamura:
A Distributed Approach for Classifying Anuran Species Based on Their Calls. ICPR 2014: 1242-1247
2012
[c3]
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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: 1-7
[c2]
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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: 1-8
[c1]
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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: 1-7

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