Rogério Galante Negri

53 papers C 6Journal 38Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning approaches for drought forecasting, monitoring and impact assessment: A comprehensive systematic review. Appl. Soft Comput. Andréa Eliza O. Luz, Rogério Galante Negri, Leonardo Bacelar Lima Santos
2025	J	`jnl`	A Study of COVID-19 Diagnosis Applying Artificial Intelligence to X-Rays Images. Comput. Guilherme P. Cardim, Claudio B. Reis Neto, Eduardo Soares Nascimento, Henrique P. Cardim, Wallace Casaca, Rogério Galante Negri, Flávio C. Cabrera, Renivaldo J. dos Santos, Erivaldo Antonio da Silva, Maurício Araújo Dias
2025	J	`jnl`	Assessing Machine Learning Models on Temporal and Multi-Sensor Data for Mapping Flooded Areas. Trans. GIS Rogério Galante Negri, Fernanda Dácio da Costa, Bruna da Silva Andrade Ferreira, Matheus Wesley Rodrigues, Abayomi O. Bankole, Wallace Casaca
2025	J	`jnl`	Combining social media data and meteorological sensors for urban flood detection: a statistical analysis in São Paulo City. Earth Sci. Informatics Vitor Yuichi Hossaki, Rogério Galante Negri, Leonardo Bacelar Lima Santos, Tatiana Sussel Gonçalves Mendes, Adriano Bressane
2025	J	`jnl`	Epidemic Modeling in Satellite Towns and Interconnected Cities: Data-Driven Simulation and Real-World Lockdown Validation. Inf. Rafaella S. Ferreira, Wallace Casaca, João Frederico C. A. Meyer, Marilaine Colnago, Maurício Araújo Dias, Rogério Galante Negri
2025	—	`conf`	Generating Urban Forest Datasets from Satellite Imagery: Application to the City of São Paulo. SIBGRAPI Normando Amazonas, Rogério Galante Negri, Luis Gustavo Nonato
2025	J	`jnl`	Hypothesis Testing, Separability, and Classification of Polarimetric SAR Intensity Data With Nonparametric U-Statistics. IEEE Trans. Geosci. Remote. Sens. Rogério Galante Negri, Alejandro C. Frery, Aluísio Pinheiro
2025	J	`jnl`	Precision Meets Speed: An Attention Encoder-Decoder Network for Deforestation Segmentation. IEEE Geosci. Remote. Sens. Lett. Giovana Augusta Benvenuto, Rogério Galante Negri, Marilaine Colnago, Alejandro C. Frery, Wallace Casaca
2025	J	`jnl`	Threshold-Based Approach for Disaster Mapping Using Long-Term Multispectral Image Series. Trans. GIS Larissa Mioni Vieira Alves, Rogério Galante Negri, Maurcio Araújo Dias
2025	J	`jnl`	WECS: A wavelet energy correlation screening based method for unsupervised change detection using remote sensing image series. Softw. Impacts João Pedro M. Saraiva, Rodney V. Fonseca, Rogério Galante Negri, Aluísio Pinheiro
2024	J	`jnl`	MI-NiDIA: A scalable framework for modeling flocculation kinetics and floc evolution in water treatment. Softw. Impacts Abayomi O. Bankole, Rodrigo Moruzzi, Rogério Galante Negri, Cassio M. Oishi, Afolashade R. Bankole, Abraham O. James
2024	J	`jnl`	Understanding the role of study strategies and learning disabilities on student academic performance to enhance educational approaches: A proposal using artificial intelligence. Comput. Educ. Artif. Intell. Adriano Bressane, Daniel Zwirn, Alexei Essiptchouk, Antônio Carlos Varela Saraiva, Fernando Luiz de Campos Carvalho, Jorge Kennety Silva Formiga, Líliam César de Castro Medeiros, Rogério Galante Negri
2024	J	`jnl`	Unsupervised Change Detection Methods Applied to Landslide Mapping: Case Study in São Sebastião, Brazil. Trans. GIS Gabriella Almeida Moço, Rogério Galante Negri, Luana Albertani Paumpuch, João Vitor Mariano Ribeiro, Adriano Bressane, Cassiano Bortolozo
2024	J	`jnl`	Unsupervised Multitemporal Triclass Change Detection. IEEE Trans. Geosci. Remote. Sens. Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Paolo Gamba, Avik Bhattacharya
2023	J	`jnl`	A general and extensible framework for assessing change detection techniques. Comput. Geosci. Rogério Galante Negri, Alejandro C. Frery
2023	J	`jnl`	ABD: A machine intelligent-based algal bloom detector for remote sensing images. Softw. Impacts Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Marilaine Colnago, Wallace Casaca
2023	J	`jnl`	ABF: A data-driven approach for algal bloom forecasting using machine intelligence and remotely sensed data series. Softw. Impacts Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca
2023	J	`jnl`	Analyzing the spatial interactions between rainfall levels and flooding prediction in São Paulo. Trans. GIS Wagner da Silva Billa, Leonardo Bacelar Lima Santos, Rogério Galante Negri
2023	J	`jnl`	Assessing the impacts of catastrophic 2020 wildfires in the Brazilian Pantanal using MODIS data and Google Earth Engine: A case study in the world's largest sanctuary for Jaguars. Earth Sci. Informatics Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício Araújo Dias, Wallace Casaca
2023	J	`jnl`	Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies. Remote. Sens. Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Almir Olivette Artero, Wallace Casaca, Rogério Galante Negri
2023	J	`jnl`	Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces. Remote. Sens. Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Rogério Galante Negri, Wallace Casaca
2023	J	`jnl`	Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19. Neurocomputing Aldimir Bruzadin, Maurílio Boaventura, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca
2023	—	`conf`	Robust Seeded Image Segmentation Using Adaptive Label Propagation and Deep Learning-Based Contour Orientation. ICCSA (2) Aldimir Bruzadin, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca
2023	J	`jnl`	Wavelet Spatio-Temporal Change Detection on Multitemporal SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rodney V. Fonseca, Rogério Galante Negri, Aluísio Pinheiro, Abdourrahmane Mahamane Atto
2022	J	`jnl`	A Fully Unsupervised Machine Learning Framework for Algal Bloom Forecasting in Inland Waters Using MODIS Time Series and Climatic Products. Remote. Sens. Pedro Henrique Moraes Ananias, Rogério Galante Negri, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca
2022	J	`jnl`	A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments. Remote. Sens. Maurício Araújo Dias, Giovanna Carreira Marinho, Rogério Galante Negri, Wallace Casaca, Ignacio Bravo Muñoz, Danilo Medeiros Eler
2022	—	`conf`	Mapeamento da susceptibilidade à incêndios através de Sensoriamento Remoto no município de Cáceres. GEOINFO Felipe N. Souza, Rogério Galante Negri, Vinícius L. S. Gino, José V. O. Simões
2022	J	`jnl`	Mapping Burned Areas with Multitemporal-Multispectral Data and Probabilistic Unsupervised Learning. Remote. Sens. Rogério Galante Negri, Andréa Eliza O. Luz, Alejandro C. Frery, Wallace Casaca
2022	J	`jnl`	Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection. Remote. Sens. Andréa Eliza O. Luz, Rogério Galante Negri, Klécia G. Massi, Marilaine Colnago, Erivaldo Antonio da Silva, Wallace Casaca
2022	—	`conf`	Rain-related Tweets in flooding days: a brief analysis on Tamanduateí river basin. GEOINFO Vitor Y. Hossaki, Rogério Galante Negri, Leonardo B. L. Santos, Lívia Tomás, Jeferson Feitosa
2022	—	`conf`	Remote sensing and machine learning on anomaly detection at high spectral and temporal dynamics regions in Brazil. GEOINFO Vinícius L. S. Gino, Rogério Galante Negri, Felipe N. Souza
2022	—	`conf`	Towards generating a traffic slowness geospatial dataset of São Paulo city. GEOINFO Jeferson Feitosa Mendes, Rogério Galante Negri, Leonardo B. L. Santos
2021	J	`jnl`	Anomalous behaviour detection using one-class support vector machine and remote sensing images: a case study of algal bloom occurrence in inland waters. Int. J. Digit. Earth Pedro Henrique Moraes Ananias, Rogério Galante Negri
2021	—	`conf`	Anomaly detection based method for spatio-temporal dynamics mapping in dam mining regions. GEOINFO Vinícius L. S. Gino, Rogério Galante Negri, Felipe N. Souza
2021	C	`conf`	Automatically Detecting Textual Content in High-Resolution Images. IGARSS Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Rogério Galante Negri, Wallace Casaca
2021	—	`conf`	Description of land cover and susceptibility to fire in forest areas using spatial metrics. GEOINFO Felipe N. Souza, Rogério Galante Negri, Vinícius L. S. Gino, Luccas Z. Maselli
2021	J	`jnl`	Spectral-Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines. IEEE Trans. Geosci. Remote. Sens. Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Samara Calçado de Azevedo, Maurício Araújo Dias, Erivaldo Antônio da Silva, Enner H. Alcântara
2021	J	`jnl`	Unsupervised Change Detection Driven by Floating References: A Pattern Analysis Approach. Pattern Anal. Appl. Rogério Galante Negri, Alejandro C. Frery
2021	J	`jnl`	Urban structure type mapping method using spatial metrics and remote sensing imagery classification. Earth Sci. Informatics Luccas Z. Maselli, Rogério Galante Negri
2020	J	`jnl`	A Meta-Methodology for Improving Land Cover and Land Use Classification with SAR Imagery. Remote. Sens. Marinalva Dias Soares, Luciano Vieira Dutra, Gilson Alexandre Ostwald Pedro da Costa, Raul Queiroz Feitosa, Rogério Galante Negri, Pedro Marco Achanccaray Diaz
2020	J	`jnl`	An Incongruence-Based Anomaly Detection Strategy for Analyzing Water Pollution in Images from Remote Sensing. Remote. Sens. Maurício Araújo Dias, Erivaldo Antônio da Silva, Samara Calçado de Azevedo, Wallace Casaca, Thiago Statella, Rogério Galante Negri
2020	J	`jnl`	The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil. Int. J. Appl. Earth Obs. Geoinformation Luiz Henrique da Silva Rotta, Enner H. Alcântara, Edward Park, Rogério Galante Negri, Yunung Nina Lin, Nariane Bernardo, Tatiana Sussel Gonçalves Mendes, Carlos Roberto de Souza Filho
2019	J	`jnl`	Region-based classification of PolSAR data using radial basis kernel functions with stochastic distances. Int. J. Digit. Earth Rogério Galante Negri, Alejandro C. Frery, Wagner B. Silva, Tatiana Sussel Gonçalves Mendes, Luciano Vieira Dutra
2018	J	`jnl`	Inducing Contextual Classifications With Kernel Functions Into Support Vector Machines. IEEE Geosci. Remote. Sens. Lett. Rogério Galante Negri, Erivaldo Antonio da Silva, Wallace Casaca
2018	J	`jnl`	Region-Based Classification of PolSAR Data Using Radial Basis Kernel Functions With Stochastic Distances. CoRR Rogério Galante Negri, Alejandro C. Frery, Wagner B. Silva, Tatiana Sussel Gonçalves Mendes, Luciano Vieira Dutra
2017	C	`conf`	Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. CIARP Rogério Galante Negri, Wallace C. O. Casaca, Erivaldo Antonio da Silva
2016	J	`jnl`	Exploring the Capability of ALOS PALSAR L-Band Fully Polarimetric Data for Land Cover Classification in Tropical Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rogério Galante Negri, Luciano Vieira Dutra, Corina da Costa Freitas, Dengsheng Lu
2013	C	`conf`	A new contextual version of Support Vector Machine based on hyperplane translation. IGARSS Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra
2013	J	`jnl`	Aplicação de Modelos de Aprendizado Semissupervisionado na Classificação de Imagens de Sensoriamento Remoto. RITA Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra
2013	—	`—`	Context Adaptive Support Vector Machine: formalization and Remote Sensing Applications. Rogério Galante Negri
2012	C	`conf`	Stochastic Approaches of Minimum Distance Method for Region Based Classification. CIARP Rogério Galante Negri, Luciano Vieira Dutra, Sidnei J. S. Sant'Anna
2012	C	`conf`	Support Vector Machine and Bhattacharrya kernel function for region based classification. IGARSS Rogério Galante Negri, Luciano Vieira Dutra, Sidnei João Siqueira Sant'Anna
2011	C	`conf`	Semi-supervised remote sensing image classification methods assessment. IGARSS Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra