Jonathan de Andrade Silva

According to our database, Jonathan de Andrade Silva authored at least 32 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Novelty detection for multi-label stream classification under extreme verification latency.

Joel D. Costa, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri

Appl. Soft Comput., July, 2023

2022

Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery.

Leandro Higa, José Marcato Junior, Thiago Rodrigues, Pedro Zamboni, Rodrigo Silva, Laisa Almeida, Veraldo Liesenberg, Fábio Roque, Renata Libonati, Wesley Nunes Gonçalves, Jonathan de Andrade Silva

Remote. Sens., 2022

Counting and locating high-density objects using convolutional neural network.

Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta, Diogo Nunes Gonçalves, José Marcato Junior, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves

Expert Syst. Appl., 2022

Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network.

Maximilian Jaderson de Melo, Diogo Nunes Gonçalves, Marina de Nadai Bonin Gomes, Gedson Faria, Jonathan de Andrade Silva, Ana Paula Marques Ramos, Lucas Prado Osco, Michelle Taís Garcia Furuya, José Marcato Junior, Wesley Nunes Gonçalves

Comput. Electron. Agric., 2022

Line-based deep learning method for tree branch detection from digital images.

Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Antonio Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves

Int. J. Appl. Earth Obs. Geoinformation, 2022

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping.

Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins, Maximilian Jaderson de Melo, Diogo Nunes Gonçalves, Daniel Matte Freitas, Ana Paula Marques Ramos, Michelle Taís Garcia Furuya, Lucas Prado Osco, Jonathan de Andrade Silva, Zhipeng Luo, Raymundo Cordero Garcia, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images.

Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves

Remote. Sens., 2021

ATSS Deep Learning-Based Approach to Detect Apple Fruits.

Leonardo Josoé Biffi, Edson A. Mitishita, Veraldo Liesenberg, Anderson Aparecido dos Santos, Diogo Nunes Gonçalves, Nayara V. Estrabis, Jonathan de Andrade Silva, Lucas Prado Osco, Ana Paula Marques Ramos, Jorge Antonio Silva Centeno, Marcos Benedito Schimalski, Leo Rufato, Sílvio Luís Rafaeli Neto, José Marcato Junior, Wesley Nunes Gonçalves

Remote. Sens., 2021

Semantic Segmentation with Labeling Uncertainty and Class Imbalance.

Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins, Diogo Nunes Gonçalves, Daniel Matte Freitas, Lucas Prado Osco, Jonathan de Andrade Silva, Zhipeng Luo, Jonathan Li, Raymundo Cordero Garcia, Wesley Nunes Gonçalves

CoRR, 2021

A review on deep learning in UAV remote sensing.

Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2021

Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas.

Pedro Alberto Pereira ZamboniThgeThe, José Marcato Junior, Gabriela Takahashi Miyoshi, Jonathan de Andrade Silva, José Augusto Correa Martins, Wesley Nunes Gonçalves

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Integration of Photogrammetry and Deep Learning in Earth Observation Applications.

José Marcato Junior, Pedro Zamboni, Mariana Batista Campos, Ana Paula Marques Ramos, Lucas Prado Osco, Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Storm-Drain and Manhole Detection Using the RetinaNet Method.

Anderson Aparecido dos Santos, José Marcato Junior, Jonathan de Andrade Silva, Rodrigo Pereira, Daniel Matos, Geazy Menezes, Leandro Higa, Anette Eltner, Ana Paula Marques Ramos, Lucas Prado Osco, Wesley Nunes Gonçalves

Sensors, 2020

Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method.

Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Antonio Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves

Sensors, 2020

2019

Fractal dimension of bag-of-visual words.

Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonathan de Andrade Silva, Amaury Antônio de Castro Jr., Odemir Martinez Bruno, Wesley Nunes Gonçalves

Pattern Anal. Appl., 2019

Pruned Sets for Multi-Label Stream Classification without True Labels.

Joel D. Costa Júnior, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri

Proceedings of the International Joint Conference on Neural Networks, 2019

Novelty Detection for Multi-Label Stream Classification.

Joel D. Costa Júnior, Elaine Ribeiro de Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Scalable Batch Stream Clustering with k Estimation.

Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

An evolutionary algorithm for clustering data streams with a variable number of clusters.

Jonathan de Andrade Silva, Eduardo Raul Hruschka, João Gama

Expert Syst. Appl., 2017

Scalable Data Stream Clustering with k Estimation.

Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

A Support System for Clustering Data Streams with a Variable Number of Clusters.

Jonathan de Andrade Silva, Eduardo Raul Hruschka

ACM Trans. Auton. Adapt. Syst., 2016

2015

Clustering data streams with automatic estimation of the number of cluster.

Jonathan de Andrade Silva

PhD thesis, 2015

2013

An experimental study on the use of nearest neighbor-based imputation algorithms for classification tasks.

Jonathan de Andrade Silva, Eduardo R. Hruschka

Data Knowl. Eng., 2013

Data stream clustering: A survey.

Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama

ACM Comput. Surv., 2013

2011

Extending k-Means-Based Algorithms for Evolving Data Streams with Variable Number of Clusters.

Jonathan de Andrade Silva, Eduardo R. Hruschka

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Mice and larvae tracking using a particle filter with an auto-adjustable observation model.

Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado

Pattern Recognit. Lett., 2010

Comparison of Shape Descriptors for Mice Behavior Recognition.

Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

A Rotation Invariant Face Recognition Method Based on Complex Network.

Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Odemir Martinez Bruno

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation.

Jonathan de Andrade Silva, Eduardo R. Hruschka

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks.

Jonathan de Andrade Silva, Eduardo R. Hruschka

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2007

Multiple Mice Tracking using a Combination of Particle Filter and K-Means.

Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura

Proceedings of the SIBGRAPI 2007, 2007

Hidden Markov Models Applied to Snakes Behavior Identification.

Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza

Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007