Fábio Augusto Faria

65 papers A 2B 6C 2Misc 1Journal 31Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Crowd-Powered Sampling for Machine Learning: Leveraging Citizen Scientist Response Patterns in AutoML Workflows. J. Braz. Comput. Soc. Hugo Resende, Eduardo B. Neto, Fabio A. M. Cappabianco, Alvaro Luiz Fazenda, Fábio Augusto Faria
2026	J	`jnl`	Increasing the reliability of citizen science campaign data for deforestation detection in tropical forests. Future Gener. Comput. Syst. Hugo Resende, Alvaro Luiz Fazenda, Fábio A. M. Cappabianco, Fábio Augusto Faria
2025	—	`conf`	Creating an Annotated Image Dataset for Wood Vessel Segmentation. SIBGRAPI Gustavo Chagas Andrade, Fábio Augusto Faria, Sergio Ronaldo Barros dos Santos
2025	J	`jnl`	Do Superpixel Segmentation Methods Influence Deforestation Image Classification? CoRR Hugo Resende, Fábio Augusto Faria, Eduardo B. Neto, Isabela Borlido, Victor Sundermann, Silvio Jamil Ferzoli Guimarães, Alvaro Luiz Fazenda
2025	Misc	`conf`	Hybrid Flow Shop Scheduling through Reinforcement Learning: A systematic literature review. SAC Victor Ulisses Pugliese, Oséias Faria de Arruda Ferreira, Fábio Augusto Faria
2025	—	`conf`	Optimizing 2D Packing Strategies for Autoclave Loading Using Deep Reinforcement Learning. EPIA (2) Victor Ulisses Pugliese, Diogo S. Carvalho, Oséias Faria de Arruda Ferreira, Fábio Augusto Faria, Francisco S. Melo
2025	—	`conf`	Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning. ICEIS (1) Victor Ulisses Pugliese, Oséias Faria de Arruda Ferreira, Fábio Augusto Faria
2025	J	`jnl`	Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning. CoRR Victor Ulisses Pugliese, Oséias Faria de Arruda Ferreira, Fábio Augusto Faria
2025	—	`conf`	Performance Assessment of Optical and SAR Imagery for Superpixel-Based Deforestation Mapping in the ForestEyes Project. SIBGRAPI Vinícius D'Lucas B. e Queiroz, Hugo Resende, Fábio Augusto Faria, Alvaro Luiz Fazenda
2024	A	`conf`	A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task. GECCO Eduardo Bouhid Neto, Fábio Augusto Faria, Amanda de Almeida Sales De Oliveira, Álvaro Luiz Fazenda
2024	J	`jnl`	A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task. CoRR Eduardo B. Neto, Fábio Augusto Faria, Amanda A. S. de Oliveira, Alvaro Luiz Fazenda
2024	A	`conf`	Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification. GECCO Fábio Augusto Faria, Luiz Henrique Buris, Luís Augusto Martins Pereira, Fabio Augusto Menocci Cappabianco
2024	J	`jnl`	Exploring Superpixel Segmentation Methods in the Context of Citizen Science and Deforestation Detection. CoRR Hugo Resende, Isabela Borlido, Victor Sundermann, Eduardo B. Neto, Silvio Jamil Ferzoli Guimarães, Fábio Augusto Faria, Alvaro Luiz Fazenda
2024	J	`jnl`	FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization. CoRR Fábio Augusto Faria, Mateus M. Souza, Raoni F. da S. Teixeira, Mauricio P. Segundo
2024	J	`jnl`	ForestEyes: Citizen Scientists and Machine Learning-Assisting Rainforest Conservation. Commun. ACM Álvaro Luiz Fazenda, Fábio Augusto Faria
2024	J	`jnl`	How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests. CoRR Isabela Borlido, Eduardo Bouhid, Victor Sundermann, Hugo Resende, Alvaro Luiz Fazenda, Fábio Augusto Faria, Silvio Jamil Ferzoli Guimarães
2024	J	`jnl`	How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests. IEEE Geosci. Remote. Sens. Lett. Isabela Borlido Barcelos, Eduardo Bouhid, Victor Sundermann, Hugo Resende, Alvaro Luiz Fazenda, Fábio Augusto Faria, Silvio Jamil Ferzoli Guimarães
2024	—	`conf`	Sampling Strategies Based on Wisdom of Crowds for Amazon Deforestation Detection. SIBGRAPI Hugo Resende, Eduardo B. Neto, Fábio A. M. Cappabianco, Álvaro Luiz Fazenda, Fábio Augusto Faria
2024	J	`jnl`	Sampling Strategies based on Wisdom of Crowds for Amazon Deforestation Detection. CoRR Hugo Resende, Eduardo B. Neto, Fabio A. M. Cappabianco, Alvaro Luiz Fazenda, Fábio Augusto Faria
2023	J	`jnl`	A Framework of Landsat-8 Band Selection based on UMDA for Deforestation Detection. CoRR Eduardo B. Neto, Paulo R. C. Pedro, Alvaro Luiz Fazenda, Fábio Augusto Faria
2023	J	`jnl`	Combining Deep Metric Learning Approaches for Aerial Scene Classification. CoRR Fábio Augusto Faria, Luiz H. Buris, Fábio A. M. Cappabianco, Luís A. M. Pereira
2022	J	`jnl`	An Evolutionary Approach for Creating of Diverse Classifier Ensembles. CoRR Alvaro R. Ferreira Jr., Fábio Augusto Faria, Gustavo Carneiro, Vinícius Veloso de Melo
2022	J	`jnl`	Building Data Sets for Rainforest Deforestation Detection Through a Citizen Science Project. IEEE Geosci. Remote. Sens. Lett. Fernanda Beatriz Jordan Rojas Dallaqua, Fábio Augusto Faria, Álvaro Luiz Fazenda
2022	J	`jnl`	ForestEyes Project: Conception, Enhancements, and Challenges. CoRR Fernanda B. J. R. Dallaqua, Álvaro Luiz Fazenda, Fábio Augusto Faria
2022	B	`conf`	Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision. ICIP Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria
2022	J	`jnl`	Mixup-based Deep Metric Learning Approaches for Incomplete Supervision. CoRR Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria
2022	—	`conf`	Neuroevolution-based Classifiers for Deforestation Detection in Tropical Forests. SIBGRAPI Guilherme B. A. Pimenta, Fernanda B. J. R. Dallaqua, Álvaro Luiz Fazenda, Fábio Augusto Faria
2022	J	`jnl`	Neuroevolution-based Classifiers for Deforestation Detection in Tropical Forests. CoRR Guilherme B. A. Pimenta, Fernanda B. J. R. Dallaqua, Alvaro Luiz Fazenda, Fábio Augusto Faria
2022	J	`jnl`	Os Dados dos Brasileiros sob Risco na Era da Inteligência Artificial? CoRR Raoni F. da S. Teixeira, Rafael B. Januzi, Fábio Augusto Faria
2022	J	`jnl`	Weakly supervised learning based on hypergraph manifold ranking. J. Vis. Commun. Image Represent. João Gabriel Camacho Presotto, Samuel Felipe dos Santos, Lucas Pascotti Valem, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida, Daniel Carlos Guimarães Pedronette
2021	J	`jnl`	ForestEyes Project: Conception, enhancements, and challenges. Future Gener. Comput. Syst. Fernanda B. J. R. Dallaqua, Alvaro Luiz Fazenda, Fábio Augusto Faria
2021	—	`conf`	Improving Similarity Metric of Multi-modal MR Brain Image Registration Via a Deep Ensemble. SIBGRAPI Natan Andrade, Fábio Augusto Faria, Fábio A. M. Cappabianco
2021	—	`conf`	Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers. SIBGRAPI Lucas Fernando Alvarenga e Silva, Daniel C. G. Pedronette, Fábio Augusto Faria, João P. Papa, Jurandy Almeida
2021	J	`jnl`	Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers. CoRR Lucas Fernando Alvarenga e Silva, Daniel Carlos Guimarães Pedronette, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida
2020	J	`jnl`	Automatic Meta-Feature Engineering for CNN Fusion in Aerial Scene Classification Task. IEEE Geosci. Remote. Sens. Lett. Vinícius Veloso de Melo, Léo Françoso Dal Piccol Sotto, Matheus Macedo Leonardo, Fábio Augusto Faria
2020	B	`conf`	Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification. ICPR Álvaro R. Ferreira, Gustavo Henrique de Rosa, João P. Papa, Gustavo Carneiro, Fábio Augusto Faria
2020	—	`conf`	Projeto ForestEyes: Uma proposta para aliar Ciência Cidadã e Aprendizado de Máquina para monitoramento de desmatamento. GEOINFO Fernanda B. J. R. Dallaqua, Alvaro Luiz Fazenda, Fábio Augusto Faria
2020	—	`conf`	Why are Generative Adversarial Networks so Fascinating and Annoying? SIBGRAPI Fábio Augusto Faria, Gustavo Carneiro
2019	—	`conf`	ForestEyes Project: Can Citizen Scientists Help Rainforests? eScience Fernanda Beatriz Jordan Rojas Dallaqua, Álvaro Luiz Fazenda, Fábio Augusto Faria
2018	B	`conf`	A Graph-based Approach for Static Ensemble Selection in Remote Sensing Image Analysis. ICPR Fábio Augusto Faria, Sudeep Sarkar
2018	—	`conf`	A Practical Review on Medical Image Registration: From Rigid to Deep Learning Based Approaches. SIBGRAPI Natan Andrade, Fábio Augusto Faria, Fabio Augusto Menocci Cappabianco
2018	J	`jnl`	A correlation-based approach for event detection in Instagram. J. Intell. Fuzzy Syst. Elder Donizetti dos Santos, Marcos Gonçalves Quiles, Fábio Augusto Faria
2018	—	`conf`	Active Learning Approaches for Deforested Area Classification. SIBGRAPI Fernanda B. J. R. Dallaqua, Fábio Augusto Faria, Alvaro Luiz Fazenda
2018	—	`conf`	Deep Feature-Based Classifiers for Fruit Fly Identification (Diptera: Tephritidae). SIBGRAPI Matheus Macedo Leonardo, Tiago J. Carvalho, Edmar R. S. Rezende, Roberto A. Zucchi, Fábio Augusto Faria
2017	—	`conf`	Detrended Partial Cross Correlation for Brain Connectivity Analysis. NIPS Jaime S. Ide, Fabio Augusto Cappabianco, Fábio Augusto Faria, Chiang-shan R. Li
2017	—	`conf`	Mid-level Image Representation for Fruit Fly Identification (Diptera: Tephritidae). eScience Matheus Macedo Leonardo, Sandra Avila, Roberto A. Zucchi, Fábio Augusto Faria
2017	J	`jnl`	SiRCub: A Novel Approach to Recognize Agricultural Crops Using Supervised Classification. Int. J. Agric. Environ. Inf. Syst. Jordi Creus Tomàs, Fábio Augusto Faria, Júlio César Dalla Mora Esquerdo, Alexandre Camargo Coutinho, Claudia Bauzer Medeiros
2016	J	`jnl`	Fusion of time series representations for plant recognition in phenology studies. Pattern Recognit. Lett. Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2016	J	`jnl`	Illuminant-Based Transformed Spaces for Image Forensics. IEEE Trans. Inf. Forensics Secur. Tiago Jose de Carvalho, Fábio Augusto Faria, Hélio Pedrini, Ricardo da Silva Torres, Anderson Rocha
2016	B	`conf`	Information fusion for cocaine dependence recognition using fMRI. ICPR Fábio Augusto Faria, Fabio A. M. Cappabianco, Chiang-shan R. Li, Jaime S. Ide
2016	J	`jnl`	Time series-based classifier fusion for fine-grained plant species recognition. Pattern Recognit. Lett. Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Anderson Rocha, Ricardo da Silva Torres
2015	—	`conf`	An Efficient Cloud-Based Iris Recognition Solution for Mobile Devices. MobiWac Frances Albert Santos, Fábio Augusto Faria, Azzedine Boukerche, Leandro Aparecido Villas
2014	J	`jnl`	A framework for selection and fusion of pattern classifiers in multimedia recognition. Pattern Recognit. Lett. Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres
2014	J	`jnl`	Automatic identification of fruit flies (Diptera: Tephritidae). J. Vis. Commun. Image Represent. Fábio Augusto Faria, P. Perre, Roberto A. Zucchi, Leonardo Ré Jorge, T. M. Lewinsohn, Anderson Rocha, Ricardo da Silva Torres
2014	B	`conf`	Evaluation of Time Series Distance Functions in the Task of Detecting Remote Phenology Patterns. ICPR Jose C. Conti, Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Luiz Camolesi Jr., Ricardo da Silva Torres
2014	J	`jnl`	Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres
2013	—	`conf`	Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More. SIBGRAPI Fábio Augusto Faria, Jefersson Alex dos Santos, Sudeep Sarkar, Anderson Rocha, Ricardo da Silva Torres
2012	—	`conf`	Automatic Classifier Fusion for Produce Recognition. SIBGRAPI Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres
2012	C	`conf`	Automatic fusion of region-based classifiers for coffee crop recognition. IGARSS Fábio Augusto Faria, Jefersson Alex dos Santos, Ricardo da Silva Torres, Anderson Rocha, Alexandre X. Falcão
2012	B	`conf`	Descriptor correlation analysis for remote sensing image multi-scale classification. ICPR Jefersson A. dos Santos, Fábio Augusto Faria, Ricardo da Silva Torres, Anderson Rocha, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
2012	—	`conf`	Improving Image Classification through Descriptor Combination. SIBGRAPI Alex F. Mansano, J. A. Matsuoka, Luis Claudio Sugi Afonso, João P. Papa, Fábio Augusto Faria, Ricardo da Silva Torres
2011	—	`conf`	RECOD at ImageCLEF 2011: Medical Modality Classification using Genetic Programming. CLEF (Notebook Papers/Labs/Workshop) Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres
2010	C	`conf`	A Genetic Programming approach for coffee crop recognition. IGARSS Jefersson Alex dos Santos, Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Rubens A. C. Lamparelli
2010	—	`conf`	Learning to rank for content-based image retrieval. Multimedia Information Retrieval Fábio Augusto Faria, Adriano Veloso, Humberto Mossri de Almeida, Eduardo Valle, Ricardo da Silva Torres, Marcos André Gonçalves, Wagner Meira Jr.
2009	—	`conf`	A Comparative Study among Pattern Classifiers in Interactive Image Segmentation. SIBGRAPI Thiago Vallin Spina, Javier A. Montoya-Zegarra, Fabio Andrijauskas, Fábio Augusto Faria, Carlos E. A. Zampieri, Sheila M. Pinto-Caceres, Tiago Jose de Carvalho, Alexandre X. Falcão