Juan Gabriel Colonna

44 papers A 1B 6C 1Journal 24Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An efficient alternative strategy for finding prices in envy-free perfect matchings. Acta Informatica Marcos M. Salvatierra, Juan Gabriel Colonna, Mario Salvatierra, Alcides de C. Amorim Neto
2025	B	`conf`	Dual-Branch Mamba Based Multi-label Anuran Species Classification. PRICAI Yuji Wang, Longhui Zhao, Juan Gabriel Colonna, Jia Tang, Zujie Kang, Faming Zhang, Jie Xie
2024	—	`conf`	Acoustic Classification of Bird Species Using Improved Pre-trained Models. PRICAI (1) Jie Xie, Mingying Zhu, Juan Gabriel Colonna
2024	J	`jnl`	Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy. J. Braz. Comput. Soc. Everton Lima Aleixo, Juan Gabriel Colonna, Marco Cristo, Everlandio Fernandes
2024	—	`conf`	Complex-Valued Embedding on Grassmann Manifolds for Pattern Set Representation. SIBGRAPI Bernardo B. Gatto, Juan Gabriel Colonna
2024	—	`conf`	Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks. SIBGRAPI Matteo Reis, Yunevda E. León Rojas, Bernardo B. Gatto, Juan Gabriel Colonna
2024	J	`jnl`	On Complexity Classes of Envy-Free Pricing Problems: A Short Survey. Oper. Res. Forum Marcos M. Salvatierra, Juan Gabriel Colonna, Mário Salvatierra Jr., Alcides de C. Amorim Neto
2024	J	`jnl`	Process Mining Embeddings: Learning Vector Representations for Petri Nets. CoRR Juan Gabriel Colonna, Ahmed A. Fares, Márcio Duarte, Ricardo Teixeira Sousa
2024	J	`jnl`	Process mining embeddings: Learning vector representations for Petri nets. Intell. Syst. Appl. Juan Gabriel Colonna, Ahmed A. Fares, Márcio Duarte, Ricardo Teixeira Sousa
2024	C	`conf`	Smart Graphical User Interface Component Recognition. AICCSA Yadini Pérez López, Laís Dib Albuquerque, Gilmar J. F. Costa Júnior, Daniel Lopes Xavier, Leticia Balbi, Juan Gabriel Colonna, Richard Hada Degaki
2024	J	`jnl`	Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches. CoRR Víctor A. Braberman, Flavia Bonomo-Braberman, Yiannis Charalambous, Juan Gabriel Colonna, Lucas C. Cordeiro, Rosiane de Freitas
2023	J	`jnl`	A note on improving the search of optimal prices in envy-free perfect matchings. CoRR Marcos M. Salvatierra, Juan Gabriel Colonna, Mário Salvatierra Jr., Alcides de C. Amorim Neto
2023	J	`jnl`	Bag of tricks for long-tail visual recognition of animal species in camera-trap images. Ecol. Informatics Fagner Cunha, Eulanda M. dos Santos, Juan Gabriel Colonna
2023	J	`jnl`	Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy. CoRR Everton Lima Aleixo, Juan Gabriel Colonna, Marco Cristo, Everlandio Fernandes
2023	J	`jnl`	Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. Digit. Signal Process. Bernardo Bentes Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui
2022	J	`jnl`	Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera Trap Images. CoRR Fagner Cunha, Eulanda M. dos Santos, Juan Gabriel Colonna
2022	J	`jnl`	How Validation Methodology Influences Human Activity Recognition Mobile Systems. Sensors Hendrio L. de Souza Bragança, Juan Gabriel Colonna, Horácio A. B. F. Oliveira, Eduardo Souto
2022	—	`conf`	Real Time Detection of Mobile Graphical User Interface Elements Using Convolutional Neural Networks. WebMedia Richard Hada Degaki, Juan Gabriel Colonna, Yadini Lopez, José Reginaldo Hughes Carvalho, Edson Silva
2022	J	`jnl`	Using amino acids co-occurrence matrices and explainability model to investigate patterns in dengue virus proteins. BMC Bioinform. Leonardo R. Souza, Juan Gabriel Colonna, Joseana Macêdo Fechine, Felipe G. Naveca
2021	J	`jnl`	Bioacoustic signal denoising: a review. Artif. Intell. Rev. Jie Xie, Juan Gabriel Colonna, Jinglan Zhang
2021	J	`jnl`	Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition. CoRR Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui
2021	—	`conf`	Filtering Empty Camera Trap Images in Embedded Systems. CVPR Workshops Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna
2021	J	`jnl`	Filtering Empty Camera Trap Images in Embedded Systems. CoRR Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna
2021	J	`jnl`	Short Communication: Optimally Solving the Unit-Demand Envy-Free Pricing Problem with Metric Substitutability in Cubic Time. Algorithms Marcos M. Salvatierra, Mario Salvatierra, Juan Gabriel Colonna
2020	J	`jnl`	A Smartphone Lightweight Method for Human Activity Recognition Based on Information Theory. Sensors Hendrio L. de Souza Bragança, Juan Gabriel Colonna, Wesllen Sousa Lima, Eduardo Souto
2020	J	`jnl`	Deep hashing for multi-label image retrieval: a survey. Artif. Intell. Rev. Josiane Rodrigues, Marco Cristo, Juan Gabriel Colonna
2020	A	`conf`	Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui
2020	J	`jnl`	New Metrics for Learning Evaluation in Digital Education Platforms. CoRR Gabriel Leitão, Juan Gabriel Colonna, Edwin Monteiro, Elaine H. T. Oliveira, Raimundo S. Barreto
2018	J	`jnl`	A comparison of hierarchical multi-output recognition approaches for anuran classification. Mach. Learn. Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura
2018	J	`jnl`	Feature evaluation for unsupervised bioacoustic signal segmentation of anuran calls. Expert Syst. Appl. Juan Gabriel Colonna, Eduardo Freire Nakamura, Osvaldo Anibal Rosso
2018	J	`jnl`	Unsupervised selection of the singular spectrum components based on information theory for bioacoustic signal filtering. Digit. Signal Process. Juan Gabriel Colonna, Eduardo Freire Nakamura
2017	—	`conf`	Mutual singular spectrum analysis for bioacoustics classification. MLSP Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
2017	—	`—`	Uma abordagem para monitoramento de anuros baseada em processamento digital de sinais bioac?sticos. Juan Gabriel Colonna
2016	—	`conf`	A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. MDM (Workshops) Juan Gabriel Colonna, Bernardo B. Gatto, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
2016	—	`conf`	Automatic Classification of Anuran Sounds Using Convolutional Neural Networks. C3S2E Juan Gabriel Colonna, Tanel Peet, Carlos Abreu Ferreira, Alípio Mário Jorge, Elsa Ferreira Gomes, João Gama
2016	—	`conf`	How to Correctly Evaluate an Automatic Bioacoustics Classification Method. CAEPIA Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura
2016	—	`conf`	Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. IPSN Juan Gabriel Colonna, Bernardo B. Gatto, Eduardo Freire Nakamura, Eulanda Miranda dos Santos
2016	B	`conf`	Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. DS Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura
2015	J	`jnl`	An incremental technique for real-time bioacoustic signal segmentation. Expert Syst. Appl. Juan Gabriel Colonna, Marco Cristo, Mario Salvatierra, Eduardo Freire Nakamura
2015	—	`conf`	Experimental Evaluation on Machine Learning Techniques for Human Activities Recognition in Digital Education Context. SOCIALEDU Gabriel Leitão, Juan Gabriel Colonna, Erick Ribeiro, Raimundo S. Barreto, Thierry-Yves Araujo, Anny Martins, Andrew Koster, Fernando Koch
2014	B	`conf`	A Distributed Approach for Classifying Anuran Species Based on Their Calls. ICPR Juan Gabriel Colonna, Marco Cristo, Eduardo Freire Nakamura
2012	B	`conf`	Compressive Sensing for Efficiently Collecting Wildlife Sounds with Wireless Sensor Networks. ICCCN Javier J. M. Diaz, Juan Gabriel Colonna, Rodrigo B. Soares, Carlos Maurício S. Figueiredo, Eduardo Freire Nakamura
2012	B	`conf`	Feature subset selection for automatically classifying anuran calls using sensor networks. IJCNN Juan Gabriel Colonna, Afonso D. Ribas, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
2012	B	`conf`	Similarity clustering for data fusion in Wireless Sensor Networks using k-means. IJCNN Afonso D. Ribas, Juan Gabriel Colonna, Carlos Maurício S. Figueiredo, Eduardo Freire Nakamura