Marcela Xavier Ribeiro

ORCID

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 7

Top Venues

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Juliana Wolf Pereira, Marcela Xavier Ribeiro
Hyperparameter for Deep Learning Applied in Mammogram Image Classification. CBMS (2022)
Juliana Wolf Pereira, Marcela Xavier Ribeiro
Semantic Annotation and Classification of Mammography Images using Ontologies. CBMS (2021)
Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro
A flexible architecture for the pre-processing of solar satellite image time series data - the SETL architecture. Int. J. Data Min. Model. Manag. 11 (2) (2019)
Sérgio Luisir Díscola Junior, José Roberto Cecatto, Marcio Merino Fernandes, Marcela Xavier Ribeiro
SeMiner: A Flexible Sequence Miner Method to Forecast Solar Time Series. Inf. 9 (1) (2018)
Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro
Spatiotemporal Associative Classification for Satellite Image Time Series. FLAIRS Conference (2018)
Rafael Loosli Dias, Steve Ataky Tsham Mpinda, Renato Bueno, Marcela Xavier Ribeiro
Visual-Interactive k-NDN Method (VIK): A Novel Approach to Visualize and Interact with Content-Based Image Retrieval Systems Regarding Similarity and Diversity. IV (2017)
Carlos Roberto Silveira Junior, Marcela Xavier Ribeiro, Marilde Terezinha Prado Santos
IncMSTS-PP: An Algorithm to the Incremental Extraction of Significant Sequences from Environmental Sensor Data. MLDM (2016)
Carlos Roberto Silveira Junior, Danilo Codeco Carvalho, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro
Incremental Mining of Frequent Sequences in Environmental Sensor Data. FLAIRS Conference (2015)
Steve Ataky Tsham Mpinda, Luis Gustavo Maschietto, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro
Graph Database Application using Neo4j - Railroad Planner Simulation. ICEIS (1) (2015)
Claudinei Garcia de Andrade, Marcela Xavier Ribeiro
A Similarity-Based Method for Visual Search in Time Series Using Coulomb's Law. SISAP (2014)
Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro
Classifying High-Speed Data Streams Using Statistical Decision Trees. J. Inf. Data Manag. 5 (1) (2014)
Claudinei Garcia de Andrade, Marcela Xavier Ribeiro
Similarity Search in multidimensional time series using the Coulomb's law. J. Inf. Data Manag. 5 (1) (2014)
Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro
A statistical decision tree algorithm for medical data stream mining. CBMS (2013)
Claudinei Garcia de Andrade, Marcela Xavier Ribeiro, Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos
A Novel Method for Similarity Search over Meteorological Time Series Data based on the Coulomb's Law. ICEIS (1) (2013)
Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro
Stretchy Time Pattern Mining: A Deeper Analysis of Environment Sensor Data. FLAIRS Conference (2013)
Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro, Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos
A Statistical Decision Tree Algorithm for Data Stream Classification. ICEIS (1) (2013)
Anderson Chaves Carniel, Aried de Aguiar Sá, Marcela Xavier Ribeiro, Renato Bueno, Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri
Análise Experimental de Bases de Dados Relacionais e NoSQL no Processamento de Consultas sobre Data Warehouse. SBBD (Short Papers) (2012)
Rodrigo Moura Juvenil Ayres, Marcela Xavier Ribeiro, Marilde Terezinha Prado Santos
Exploring Fuzzy Ontologies in Mining Generalized Association Rules. ICCSA (3) (2012)
Anderson Chaves Carniel, Aried de Aguiar Sá, Vinicius Henrique Porto Brisighello, Marcela Xavier Ribeiro, Renato Bueno, Ricardo Rodrigues Ciferri, Cristina Dutra de Aguiar Ciferri
Query processing over data warehouse using relational databases and NoSQL. CLEI (2012)
Marcos Daniel Cano, Marilde Terezinha Prado Santos, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Marcela Xavier Ribeiro
SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data. ICCSA (3) (2012)
Sérgio Francisco da Silva, Marcela Xavier Ribeiro, João do E. S. Batista Neto, Caetano Traina Jr., Agma J. M. Traina
Improving the ranking quality of medical image retrieval using a genetic feature selection method. Decis. Support Syst. 51 (4) (2011)
Carolina Yukari Veludo Watanabe, Marcela Xavier Ribeiro, Caetano Traina Jr., Agma J. M. Traina
Statistical Associative Classification of Mammograms - The SACMiner Method. ICEIS (2) (2010)
Mauricio Jacó Cerri, Cristiane A. Yaguinuma, Marcela Xavier Ribeiro, Marilde Terezinha Prado Santos
UFOCoRe: Exploring Fuzzy Relations According to Specific Contexts. SEKE (2010)
Sérgio Francisco da Silva, Agma Juci Machado Traina, Marcela Xavier Ribeiro, João do E. S. Batista Neto, Caetano Traina Jr.
Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms. CBMS (2009)
Marcela Xavier Ribeiro, Pedro Henrique Bugatti, Caetano Traina Jr., Paulo M. Azevedo-Marques, Natalia Abdala Rosa, Agma J. M. Traina
Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. Data Knowl. Eng. 68 (12) (2009)
Agma J. M. Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri, Marcela Xavier Ribeiro, Paulo Mazzoncini de Azevedo Marques
How to Cope with the Performance Gap in Content-Based Image Retrieval Systems. Int. J. Heal. Inf. Syst. Informatics 4 (1) (2009)
Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
A new algorithm for data discretization and feature selection. SAC (2008)
Carolina W. da Silva, Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images. PRIS (2008)
Pedro Henrique Bugatti, Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr.
Content-Based Retrieval of Medical Images by Continuous Feature Selection. CBMS (2008)
Marcela Xavier Ribeiro, Marina Teresa Pires Vieira
A New Approach for Mining Association Rules in Data Warehouses. FQAS (2004)

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Publication Activity (10 Years)

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Marcela Xavier Ribeiro