Jonathan de Andrade Silva

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 23

Top Venues

CoRR

Int. J. Appl. Earth Obs. Geoinformation

Remote. Sens.

Sensors

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Joel D. Costa, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
Novelty detection for multi-label stream classification under extreme verification latency. Appl. Soft Comput. 141 (2023)
Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
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
Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. 195 (2022)
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
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
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
Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. Comput. Electron. Agric. 195 (2022)
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
Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery. Remote. Sens. 14 (3) (2022)
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
A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
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
Counting and Locating High-Density Objects Using Convolutional Neural Network. CoRR (2021)
Pedro Alberto Pereira ZamboniThgeThe, José Lopes Marcato, Gabriela Takahashi Miyoshi, Jonathan de Andrade Silva, José Augusto Correa Martins, Wesley Nunes Gonçalves
Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas. IGARSS (2021)
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
ATSS Deep Learning-Based Approach to Detect Apple Fruits. Remote. Sens. 13 (1) (2021)
Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. 13 (13) (2021)
José Marcato Junior, Pedro Zamboni, Mariana Campos, Ana Paula Marques Ramos, Lucas Prado Osco, Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Jonathan Li
Integration of Photogrammetry and Deep Learning in Earth Observation Applications. IGARSS (2021)
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
Semantic Segmentation with Labeling Uncertainty and Class Imbalance. CoRR (2021)
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
A Review on Deep Learning in UAV Remote Sensing. CoRR (2021)
Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 20 (21) (2020)
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
Storm-Drain and Manhole Detection Using the RetinaNet Method. Sensors 20 (16) (2020)
Joel D. Costa Júnior, Elaine Ribeiro de Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
Novelty Detection for Multi-Label Stream Classification. BRACIS (2019)
Joel D. Costa Júnior, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
Pruned Sets for Multi-Label Stream Classification without True Labels. IJCNN (2019)
Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonathan de Andrade Silva, Amaury Antônio de Castro Jr., Odemir Martinez Bruno, Wesley Nunes Gonçalves
Fractal dimension of bag-of-visual words. Pattern Anal. Appl. 22 (1) (2019)
Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi
Scalable Batch Stream Clustering with k Estimation. CEC (2018)
Jonathan de Andrade Silva, Eduardo Raul Hruschka, João Gama
An evolutionary algorithm for clustering data streams with a variable number of clusters. Expert Syst. Appl. 67 (2017)
Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
Scalable Data Stream Clustering with k Estimation. BRACIS (2017)
Jonathan de Andrade Silva, Eduardo Raul Hruschka
A Support System for Clustering Data Streams with a Variable Number of Clusters. ACM Trans. Auton. Adapt. Syst. 11 (2) (2016)
Jonathan de Andrade Silva, Eduardo R. Hruschka
An experimental study on the use of nearest neighbor-based imputation algorithms for classification tasks. Data Knowl. Eng. 84 (2013)
Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
Data stream clustering: A survey. ACM Comput. Surv. 46 (1) (2013)
Jonathan de Andrade Silva, Eduardo R. Hruschka
Extending k-Means-Based Algorithms for Evolving Data Streams with Variable Number of Clusters. ICMLA (2) (2011)
Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Odemir Martinez Bruno
A Rotation Invariant Face Recognition Method Based on Complex Network. CIARP (2010)
Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado
Mice and larvae tracking using a particle filter with an auto-adjustable observation model. Pattern Recognit. Lett. 31 (4) (2010)
Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza
Comparison of Shape Descriptors for Mice Behavior Recognition. CIARP (2010)
Jonathan de Andrade Silva, Eduardo R. Hruschka
An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. HAIS (2009)
Jonathan de Andrade Silva, Eduardo R. Hruschka
EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation. ISDA (2009)
Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza
Hidden Markov Models Applied to Snakes Behavior Identification. PSIVT (2007)
Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura
Multiple Mice Tracking using a Combination of Particle Filter and K-Means. SIBGRAPI (2007)

Jonathan de Andrade Silva.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jonathan de Andrade Silva