Compressive Sensing for Efficiently Collecting Wildlife Sounds with Wireless Sensor Networks. - Javier J. M. Diaz; Juan Gabriel Colonna; Rodrigo B. Soares; Carlos Maurício S. Figueiredo; Eduardo Freire Nakamura (ICCCN, 2012)

Feature subset selection for automatically classifying anuran calls using sensor networks. - Juan Gabriel Colonna; Afonso D. Ribas; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (IJCNN, 2012)

Similarity clustering for data fusion in Wireless Sensor Networks using k-means. - Afonso D. Ribas; Juan Gabriel Colonna; Carlos Maurício S. Figueiredo; Eduardo Freire Nakamura (IJCNN, 2012)

A Distributed Approach for Classifying Anuran Species Based on Their Calls. - Juan Gabriel Colonna; Marco Cristo; Eduardo Freire Nakamura (ICPR, 2014)

Experimental Evaluation on Machine Learning Techniques for Human Activities Recognition in Digital Education Context. - Gabriel Leitão 001; Juan Gabriel Colonna; Erick Ribeiro; Raimundo S. Barreto; Thierry-Yves Araujo; Anny Martins; Andrew Koster; Fernando Koch (SOCIALEDU, 2015)

An incremental technique for real-time bioacoustic signal segmentation. - Juan Gabriel Colonna; Marco Cristo; Mario Salvatierra; Eduardo Freire Nakamura (Expert Syst. Appl., 2015)

Automatic Classification of Anuran Sounds Using Convolutional Neural Networks. - Juan Gabriel Colonna; Tanel Peet; Carlos Abreu Ferreira; Alípio Mário Jorge; Elsa Ferreira Gomes; João Gama 001 (C3S2E, 2016)

How to Correctly Evaluate an Automatic Bioacoustics Classification Method. - Juan Gabriel Colonna; João Gama 001; Eduardo Freire Nakamura (CAEPIA, 2016)

Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. - Juan Gabriel Colonna; João Gama 001; Eduardo Freire Nakamura (DS, 2016)

Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. - Juan Gabriel Colonna; Bernardo B. Gatto; Eduardo Freire Nakamura; Eulanda Miranda dos Santos (IPSN, 2016)

A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. - Juan Gabriel Colonna; Bernardo B. Gatto; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (MDM (Workshops), 2016)

Mutual singular spectrum analysis for bioacoustics classification. - Bernardo B. Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (MLSP, 2017)

Uma abordagem para monitoramento de anuros baseada em processamento digital de sinais bioac?sticos. - Juan Gabriel Colonna (2017)

Anuran Calls (MFCCs). - Juan Gabriel Colonna; Eduardo Freire Nakamura; Marco Cristo; Marcelo Gordo (UCI Machine Learning Repository, 2017)

Unsupervised selection of the singular spectrum components based on information theory for bioacoustic signal filtering. - Juan Gabriel Colonna; Eduardo Freire Nakamura (Digit. Signal Process., 2018)

Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls. - Juan Gabriel Colonna; Eduardo Freire Nakamura; Osvaldo Anibal Rosso (Expert Syst. Appl., 2018)

A comparison of hierarchical multi-output recognition approaches for anuran classification. - Juan Gabriel Colonna; João Gama 001; Eduardo Freire Nakamura (Mach. Learn., 2018)

Discriminative Singular Spectrum Analysis for Bioacoustic Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Juan Gabriel Colonna; Naoya Sogi; Lincon Sales de Souza; Kazuhiro Fukui (INTERSPEECH, 2020)

Deep hashing for multi-label image retrieval: a survey. - Josiane Rodrigues; Marco Cristo; Juan Gabriel Colonna (Artif. Intell. Rev., 2020)

New Metrics for Learning Evaluation in Digital Education Platforms. - Gabriel Leitão 001; Juan Gabriel Colonna; Edwin Monteiro 001; Elaine H. T. Oliveira; Raimundo S. Barreto (CoRR, 2020)

A Smartphone Lightweight Method for Human Activity Recognition Based on Information Theory. - Hendrio L. de Souza Bragança; Juan Gabriel Colonna; Wesllen Sousa Lima; Eduardo Souto (Sensors, 2020)

Filtering Empty Camera Trap Images in Embedded Systems. - Fagner Cunha; Eulanda M. dos Santos; Raimundo S. Barreto; Juan Gabriel Colonna (CVPR Workshops, 2021)

Bioacoustic signal denoising: a review. - Jie Xie 001; Juan Gabriel Colonna; Jinglan Zhang (Artif. Intell. Rev., 2021)

Short Communication: Optimally Solving the Unit-Demand Envy-Free Pricing Problem with Metric Substitutability in Cubic Time. - Marcos M. Salvatierra; Mario Salvatierra; Juan Gabriel Colonna (Algorithms, 2021)

Real Time Detection of Mobile Graphical User Interface Elements Using Convolutional Neural Networks. - Richard Hada Degaki; Juan Gabriel Colonna; Yadini Lopez; José Reginaldo Hughes Carvalho; Edson Silva (WebMedia, 2022)

Using amino acids co-occurrence matrices and explainability model to investigate patterns in dengue virus proteins. - Leonardo R. Souza; Juan Gabriel Colonna; Joseana Macêdo Fechine; Felipe G. Naveca (BMC Bioinform., 2022)

How Validation Methodology Influences Human Activity Recognition Mobile Systems. - Hendrio L. de Souza Bragança; Juan Gabriel Colonna; Horácio A. B. F. Oliveira; Eduardo Souto (Sensors, 2022)

A note on improving the search of optimal prices in envy-free perfect matchings. - Marcos M. Salvatierra; Juan Gabriel Colonna; Mário Salvatierra Jr.; Alcides de C. Amorim Neto (CoRR, 2023)

Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. - Bernardo Bentes Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Alessandro Lameiras Koerich; Kazuhiro Fukui (Digit. Signal Process., 2023)

Bag of tricks for long-tail visual recognition of animal species in camera-trap images. - Fagner Cunha; Eulanda M. dos Santos; Juan Gabriel Colonna (Ecol. Informatics, 2023)

Smart Graphical User Interface Component Recognition. - Yadini Pérez López; Laís Dib Albuquerque; Gilmar J. F. Costa Júnior; Daniel Lopes Xavier; Leticia Balbi; Juan Gabriel Colonna; Richard Hada Degaki (AICCSA, 2024)

Acoustic Classification of Bird Species Using Improved Pre-trained Models. - Jie Xie; Mingying Zhu; Juan Gabriel Colonna (PRICAI (1), 2024)

Complex-Valued Embedding on Grassmann Manifolds for Pattern Set Representation. - Bernardo B. Gatto; Juan Gabriel Colonna (SIBGRAPI, 2024)

Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks. - Matteo Reis; Yunevda E. León Rojas; Bernardo B. Gatto; Juan Gabriel Colonna (SIBGRAPI, 2024)

Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches. - Víctor A. Braberman; Flavia Bonomo-Braberman; Yiannis Charalambous; Juan Gabriel Colonna; Lucas C. Cordeiro; Rosiane de Freitas (CoRR, 2024)

Process mining embeddings: Learning vector representations for Petri nets. - Juan Gabriel Colonna; Ahmed A. Fares; Márcio Duarte; Ricardo Teixeira Sousa (Intell. Syst. Appl., 2024)

Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy. - Everton Lima Aleixo; Juan Gabriel Colonna; Marco Cristo; Everlandio Fernandes (J. Braz. Comput. Soc., 2024)

On Complexity Classes of Envy-Free Pricing Problems: A Short Survey. - Marcos M. Salvatierra; Juan Gabriel Colonna; Mário Salvatierra Jr.; Alcides de C. Amorim Neto (Oper. Res. Forum, 2024)