Semi-supervised remote sensing image classification methods assessment. - Rogério Galante Negri; Sidnei João Siqueira Sant'Anna; Luciano Vieira Dutra (IGARSS, 2011)

Stochastic Approaches of Minimum Distance Method for Region Based Classification. - Rogério Galante Negri; Luciano Vieira Dutra; Sidnei J. S. Sant'Anna (CIARP, 2012)

Support Vector Machine and Bhattacharrya kernel function for region based classification. - Rogério Galante Negri; Luciano Vieira Dutra; Sidnei João Siqueira Sant'Anna (IGARSS, 2012)

A new contextual version of Support Vector Machine based on hyperplane translation. - Rogério Galante Negri; Sidnei João Siqueira Sant'Anna; Luciano Vieira Dutra (IGARSS, 2013)

Aplicação de Modelos de Aprendizado Semissupervisionado na Classificação de Imagens de Sensoriamento Remoto. - Rogério Galante Negri; Sidnei João Siqueira Sant'Anna; Luciano Vieira Dutra (RITA, 2013)

Context Adaptive Support Vector Machine: formalization and Remote Sensing Applications. - Rogério Galante Negri (2013)

Exploring the Capability of ALOS PALSAR L-Band Fully Polarimetric Data for Land Cover Classification in Tropical Environments. - Rogério Galante Negri; Luciano Vieira Dutra; Corina da Costa Freitas; Dengsheng Lu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. - Rogério Galante Negri; Wallace C. O. Casaca; Erivaldo Antonio da Silva (CIARP, 2017)

Inducing Contextual Classifications With Kernel Functions Into Support Vector Machines. - Rogério Galante Negri; Erivaldo Antonio da Silva; Wallace Casaca (IEEE Geosci. Remote. Sens. Lett., 2018)

Region-based classification of PolSAR data using radial basis kernel functions with stochastic distances. - Rogério Galante Negri; Alejandro C. Frery; Wagner B. Silva; Tatiana Sussel Gonçalves Mendes; Luciano Vieira Dutra (Int. J. Digit. Earth, 2019)

The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil. - 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 (Int. J. Appl. Earth Obs. Geoinformation, 2020)

An Incongruence-Based Anomaly Detection Strategy for Analyzing Water Pollution in Images from Remote Sensing. - Maurício Araújo Dias; Erivaldo Antônio da Silva; Samara Calçado de Azevedo; Wallace Casaca; Thiago Statella; Rogério Galante Negri (Remote. Sens., 2020)

A Meta-Methodology for Improving Land Cover and Land Use Classification with SAR Imagery. - Marinalva Dias Soares; Luciano Vieira Dutra; Gilson Alexandre Ostwald Pedro da Costa; Raul Queiroz Feitosa; Rogério Galante Negri; Pedro Marco Achanccaray Diaz (Remote. Sens., 2020)

Anomaly detection based method for spatio-temporal dynamics mapping in dam mining regions. - Vinícius L. S. Gino; Rogério Galante Negri; Felipe N. Souza (GEOINFO, 2021)

Description of land cover and susceptibility to fire in forest areas using spatial metrics. - Felipe N. Souza; Rogério Galante Negri; Vinícius L. S. Gino; Luccas Z. Maselli (GEOINFO, 2021)

Automatically Detecting Textual Content in High-Resolution Images. - Dayara Basso; Marilaine Colnago; Samara Calçado de Azevedo; Rogério Galante Negri; Wallace Casaca (IGARSS, 2021)

Anomalous behaviour detection using one-class support vector machine and remote sensing images: a case study of algal bloom occurrence in inland waters. - Pedro Henrique Moraes Ananias; Rogério Galante Negri (Int. J. Digit. Earth, 2021)

Urban structure type mapping method using spatial metrics and remote sensing imagery classification. - Luccas Z. Maselli; Rogério Galante Negri (Earth Sci. Informatics, 2021)

Unsupervised Change Detection Driven by Floating References: A Pattern Analysis Approach. - Rogério Galante Negri; Alejandro C. Frery (Pattern Anal. Appl., 2021)

Spectral-Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines. - Rogério Galante Negri; Alejandro C. Frery; Wallace Casaca; Samara Calçado de Azevedo; Maurício Araújo Dias; Erivaldo Antônio da Silva; Enner H. Alcântara (IEEE Trans. Geosci. Remote. Sens., 2021)

Remote sensing and machine learning on anomaly detection at high spectral and temporal dynamics regions in Brazil. - Vinícius L. S. Gino; Rogério Galante Negri; Felipe N. Souza (GEOINFO, 2022)

Rain-related Tweets in flooding days: a brief analysis on Tamanduateí river basin. - Vitor Y. Hossaki; Rogério Galante Negri; Leonardo B. L. Santos; Lívia Tomás; Jeferson Feitosa (GEOINFO, 2022)

Towards generating a traffic slowness geospatial dataset of São Paulo city. - Jeferson Feitosa Mendes; Rogério Galante Negri; Leonardo B. L. Santos (GEOINFO, 2022)

Mapeamento da susceptibilidade à incêndios através de Sensoriamento Remoto no município de Cáceres. - Felipe N. Souza; Rogério Galante Negri; Vinícius L. S. Gino; José V. O. Simões (GEOINFO, 2022)

A Fully Unsupervised Machine Learning Framework for Algal Bloom Forecasting in Inland Waters Using MODIS Time Series and Climatic Products. - Pedro Henrique Moraes Ananias; Rogério Galante Negri; Maurício Araújo Dias; Erivaldo Antonio da Silva; Wallace Casaca (Remote. Sens., 2022)

A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments. - Maurício Araújo Dias; Giovanna Carreira Marinho; Rogério Galante Negri; Wallace Casaca; Ignacio Bravo Muñoz; Danilo Medeiros Eler (Remote. Sens., 2022)

Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection. - Andréa Eliza O. Luz; Rogério Galante Negri; Klécia G. Massi; Marilaine Colnago; Erivaldo Antonio da Silva; Wallace Casaca (Remote. Sens., 2022)

Mapping Burned Areas with Multitemporal-Multispectral Data and Probabilistic Unsupervised Learning. - Rogério Galante Negri; Andréa Eliza O. Luz; Alejandro C. Frery; Wallace Casaca (Remote. Sens., 2022)

Robust Seeded Image Segmentation Using Adaptive Label Propagation and Deep Learning-Based Contour Orientation. - Aldimir Bruzadin; Marilaine Colnago; Rogério Galante Negri; Wallace Casaca (ICCSA (2), 2023)

Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19. - Aldimir Bruzadin; Maurílio Boaventura; Marilaine Colnago; Rogério Galante Negri; Wallace Casaca (Neurocomputing, 2023)

Wavelet Spatio-Temporal Change Detection on Multitemporal SAR Images. - Rodney V. Fonseca; Rogério Galante Negri; Aluísio Pinheiro; Abdourrahmane Mahamane Atto (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

ABD: A machine intelligent-based algal bloom detector for remote sensing images. - Pedro Henrique Moraes Ananias; Rogério Galante Negri; Adriano Bressane; Marilaine Colnago; Wallace Casaca (Softw. Impacts, 2023)

Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces. - Giovanna Carreira Marinho; Wilson Estécio Marcílio Júnior; Maurício Araújo Dias; Danilo Medeiros Eler; Rogério Galante Negri; Wallace Casaca (Remote. Sens., 2023)

A general and extensible framework for assessing change detection techniques. - Rogério Galante Negri; Alejandro C. Frery (Comput. Geosci., 2023)

ABF: A data-driven approach for algal bloom forecasting using machine intelligence and remotely sensed data series. - Pedro Henrique Moraes Ananias; Rogério Galante Negri; Adriano Bressane; Maurício Araújo Dias; Erivaldo Antonio da Silva; Wallace Casaca (Softw. Impacts, 2023)

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. - Larissa M. P. Parra; Fabrícia C. Santos; Rogério Galante Negri; Marilaine Colnago; Adriano Bressane; Maurício Araújo Dias; Wallace Casaca (Earth Sci. Informatics, 2023)

Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies. - Giovanna Carreira Marinho; Wilson Estécio Marcílio Júnior; Maurício Araújo Dias; Danilo Medeiros Eler; Almir Olivette Artero; Wallace Casaca; Rogério Galante Negri (Remote. Sens., 2023)

Analyzing the spatial interactions between rainfall levels and flooding prediction in São Paulo. - Wagner da Silva Billa; Leonardo Bacelar Lima Santos; Rogério Galante Negri (Trans. GIS, 2023)

Understanding the role of study strategies and learning disabilities on student academic performance to enhance educational approaches: A proposal using artificial intelligence. - 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 (Comput. Educ. Artif. Intell., 2024)

MI-NiDIA: A scalable framework for modeling flocculation kinetics and floc evolution in water treatment. - Abayomi O. Bankole; Rodrigo Moruzzi; Rogério Galante Negri; Cassio M. Oishi; Afolashade R. Bankole; Abraham O. James (Softw. Impacts, 2024)

Unsupervised Multitemporal Triclass Change Detection. - Rogério Galante Negri; Alejandro C. Frery; Wallace Casaca; Paolo Gamba; Avik Bhattacharya (IEEE Trans. Geosci. Remote. Sens., 2024)

Unsupervised Change Detection Methods Applied to Landslide Mapping: Case Study in São Sebastião, Brazil. - Gabriella Almeida Moço; Rogério Galante Negri; Luana Albertani Paumpuch; João Vitor Mariano Ribeiro; Adriano Bressane; Cassiano Bortolozo (Trans. GIS, 2024)

Precision Meets Speed: An Attention Encoder-Decoder Network for Deforestation Segmentation. - Giovana Augusta Benvenuto; Rogério Galante Negri; Marilaine Colnago; Alejandro C. Frery; Wallace Casaca (IEEE Geosci. Remote. Sens. Lett., 2025)

WECS: A wavelet energy correlation screening based method for unsupervised change detection using remote sensing image series. - João Pedro M. Saraiva; Rodney V. Fonseca; Rogério Galante Negri; Aluísio Pinheiro (Softw. Impacts, 2025)

Threshold-Based Approach for Disaster Mapping Using Long-Term Multispectral Image Series. - Larissa Mioni Vieira Alves; Rogério Galante Negri; Maurcio Araújo Dias (Trans. GIS, 2025)

Hypothesis Testing, Separability, and Classification of Polarimetric SAR Intensity Data With Nonparametric U-Statistics. - Rogério Galante Negri; Alejandro C. Frery; Aluísio Pinheiro (IEEE Trans. Geosci. Remote. Sens., 2025)

Combining social media data and meteorological sensors for urban flood detection: a statistical analysis in São Paulo City. - Vitor Yuichi Hossaki; Rogério Galante Negri; Leonardo Bacelar Lima Santos; Tatiana Sussel Gonçalves Mendes; Adriano Bressane (Earth Sci. Informatics, 2025)

Assessing Machine Learning Models on Temporal and Multi-Sensor Data for Mapping Flooded Areas. - Rogério Galante Negri; Fernanda Dácio da Costa; Bruna da Silva Andrade Ferreira; Matheus Wesley Rodrigues; Abayomi O. Bankole; Wallace Casaca (Trans. GIS, 2025)