Jonathan de Andrade Silva

37 papers B 2C 6Misc 1Journal 22Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification. Informatics Eliton Scardin Perin, Mariana Caravanti de Souza, Jonathan de Andrade Silva, Edson Takashi Matsubara
2025	—	`conf`	Fairness Testing in Retrieval-Augmented Generation: How Small Perturbations Reveal Bias in Small Language Models. SBQS Matheus Oliveira, Jonathan de Andrade Silva, Awdren L. Fontão
2025	J	`jnl`	Fairness Testing in Retrieval-Augmented Generation: How Small Perturbations Reveal Bias in Small Language Models. CoRR Matheus Vinicius da Silva de Oliveira, Jonathan de Andrade Silva, Awdren de Lima Fontão
2023	J	`jnl`	Novelty detection for multi-label stream classification under extreme verification latency. Appl. Soft Comput. Joel D. Costa, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
2022	J	`jnl`	Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery. Remote. Sens. Leandro Higa, José Marcato Junior, Thiago R. Rodrigues, Pedro Zamboni, Rodrigo Silva, Laisa Almeida, Veraldo Liesenberg, Fábio Roque, Renata Libonati, Wesley Nunes Gonçalves, Jonathan de Andrade Silva
2022	J	`jnl`	Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. Comput. Electron. Agric. 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
2022	J	`jnl`	Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. 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
2022	J	`jnl`	Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation 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
2022	J	`jnl`	Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. Int. J. Appl. Earth Obs. Geoinformation 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
2021	J	`jnl`	A Review on Deep Learning in UAV Remote Sensing. CoRR 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
2021	J	`jnl`	A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 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
2021	J	`jnl`	ATSS Deep Learning-Based Approach to Detect Apple Fruits. Remote. Sens. 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
2021	C	`conf`	Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas. IGARSS Pedro Alberto Pereira ZamboniThgeThe, José Marcato Junior, Gabriela Takahashi Miyoshi, Jonathan de Andrade Silva, José Augusto Correa Martins, Wesley Nunes Gonçalves
2021	J	`jnl`	Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
2021	J	`jnl`	Counting and Locating High-Density Objects Using Convolutional Neural Network. CoRR 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
2021	C	`conf`	Integration of Photogrammetry and Deep Learning in Earth Observation Applications. IGARSS José Marcato Junior, Pedro Zamboni, Mariana Batista Campos, Ana Paula Marques Ramos, Lucas Prado Osco, Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Jonathan Li
2021	J	`jnl`	Semantic Segmentation with Labeling Uncertainty and Class Imbalance. CoRR 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
2020	J	`jnl`	Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 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
2020	J	`jnl`	Storm-Drain and Manhole Detection Using the RetinaNet Method. Sensors 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
2019	J	`jnl`	Fractal dimension of bag-of-visual words. Pattern Anal. Appl. Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonathan de Andrade Silva, Amaury Antônio de Castro Jr., Odemir Martinez Bruno, Wesley Nunes Gonçalves
2019	—	`conf`	Novelty Detection for Multi-Label Stream Classification. BRACIS Joel D. Costa Júnior, Elaine Ribeiro de Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
2019	B	`conf`	Pruned Sets for Multi-Label Stream Classification without True Labels. IJCNN Joel D. Costa Júnior, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
2018	B	`conf`	Scalable Batch Stream Clustering with k Estimation. CEC Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi
2017	J	`jnl`	An evolutionary algorithm for clustering data streams with a variable number of clusters. Expert Syst. Appl. Jonathan de Andrade Silva, Eduardo Raul Hruschka, João Gama
2017	—	`conf`	Scalable Data Stream Clustering with k Estimation. BRACIS Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
2016	J	`jnl`	A Support System for Clustering Data Streams with a Variable Number of Clusters. ACM Trans. Auton. Adapt. Syst. Jonathan de Andrade Silva, Eduardo Raul Hruschka
2015	—	`—`	Clustering data streams with automatic estimation of the number of cluster. Jonathan de Andrade Silva
2013	J	`jnl`	An experimental study on the use of nearest neighbor-based imputation algorithms for classification tasks. Data Knowl. Eng. Jonathan de Andrade Silva, Eduardo R. Hruschka
2013	J	`jnl`	Data stream clustering: A survey. ACM Comput. Surv. Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2011	—	`conf`	Extending k-Means-Based Algorithms for Evolving Data Streams with Variable Number of Clusters. ICMLA (2) Jonathan de Andrade Silva, Eduardo R. Hruschka
2010	C	`conf`	A Rotation Invariant Face Recognition Method Based on Complex Network. CIARP Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Odemir Martinez Bruno
2010	C	`conf`	Comparison of Shape Descriptors for Mice Behavior Recognition. CIARP Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza
2010	J	`jnl`	Mice and larvae tracking using a particle filter with an auto-adjustable observation model. Pattern Recognit. Lett. Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado
2009	Misc	`conf`	An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. HAIS Jonathan de Andrade Silva, Eduardo R. Hruschka
2009	C	`conf`	EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation. ISDA Jonathan de Andrade Silva, Eduardo R. Hruschka
2007	C	`conf`	Hidden Markov Models Applied to Snakes Behavior Identification. PSIVT Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza
2007	—	`conf`	Multiple Mice Tracking using a Combination of Particle Filter and K-Means. SIBGRAPI Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura