A New Approach for Mining Association Rules in Data Warehouses. - Marcela Xavier Ribeiro; Marina Teresa Pires Vieira (FQAS, 2004)

A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images. - Joaquim Cezar Felipe; Jonatas B. Olioti; Agma J. M. Traina; Marcela X. Ribeiro; Elaine P. M. de Sousa; Caetano Traina Jr. (ISM, 2005)

Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images. - Marcela X. Ribeiro; Joselene Marques; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2006)

Effective shape-based retrieval and classification of mammograms. - Joaquim Cezar Felipe; Marcela X. Ribeiro; Elaine P. M. de Sousa; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2006)

HEAD: The Human Encephalon Automatic Delimiter. - André G. R. Balan; Agma J. M. Traina; Marcela X. Ribeiro; Paulo M. Azevedo-Marques; Caetano Traina Jr. (CBMS, 2007)

SuGAR: A Framework to Support Mammogram Diagnosis. - Marcela X. Ribeiro; Agma J. M. Traina; André G. R. Balan; Caetano Traina Jr.; Paulo M. Azevedo-Marques (CBMS, 2007)

Content-Based Retrieval of Medical Images by Continuous Feature Selection. - Pedro Henrique Bugatti; Marcela Xavier Ribeiro; Agma Juci Machado Traina; Caetano Traina Jr. (CBMS, 2008)

How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method. - Marcela X. Ribeiro; Agma Juci Machado Traina; Caetano Traina Jr.; Natalia Abdala Rosa; Paulo Mazzoncini de Azevedo Marques (CBMS, 2008)

Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images. - Carolina W. da Silva; Marcela Xavier Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (PRIS, 2008)

A new algorithm for data discretization and feature selection. - Marcela Xavier Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2008)

Improving CBIR using feature extraction based on wavelet transform. - Carolina W. da Silva; Pedro Henrique Bugatti; Marcela X. Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (WebMedia, 2008)

Data pre-processing: a new algorithm for feature selection and data discretization. - Marcela X. Ribeiro; Mônica Ribeiro Porto Ferreira; Caetano Traina Jr.; Agma J. M. Traina (CSTST, 2008)

An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency. - Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr.; Paulo M. Azevedo-Marques (IEEE Trans. Multim., 2008)

Supporting Computer-Aided Diagnosis and Content-Based Image Retrieval Systems through Association Rule Mining (Suporte a sistemas de auxílio ao diagnóstico e de recuperação de imagens por conteúdo usando mineração de regras de associação). - Marcela X. Ribeiro (2008)

Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms. - Sérgio Francisco da Silva; Agma Juci Machado Traina; Marcela Xavier Ribeiro; João do E. S. Batista Neto; Caetano Traina Jr. (CBMS, 2009)

Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. - Marcela Xavier Ribeiro; Pedro Henrique Bugatti; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Natalia Abdala Rosa; Agma J. M. Traina (Data Knowl. Eng., 2009)

How to Cope with the Performance Gap in Content-Based Image Retrieval Systems. - Agma J. M. Traina; Caetano Traina Jr.; Cristina Dutra de Aguiar Ciferri; Marcela Xavier Ribeiro; Paulo Mazzoncini de Azevedo Marques (Int. J. Heal. Inf. Syst. Informatics, 2009)

Mining Statistical Association Rules to Select the Most Relevant Medical Image Features. - Marcela X. Ribeiro; André G. R. Balan; Joaquim Cezar Felipe; Agma Juci Machado Traina; Caetano Traina Jr. (Mining Complex Data, 2009)

Improving medical image retrieval through multi-descriptor similarity functions and association rules. - Renato Bueno; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2010)

Statistical Associative Classification of Mammograms - The SACMiner Method. - Carolina Yukari Veludo Watanabe; Marcela Xavier Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (2), 2010)

SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images. - Carolina Yukari Veludo Watanabe; Marcela X. Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (ICEIS, 2010)

UFOCoRe: Exploring Fuzzy Relations According to Specific Contexts. - Mauricio Jacó Cerri; Cristiane A. Yaguinuma; Marcela Xavier Ribeiro; Marilde Terezinha Prado Santos (SEKE, 2010)

Adding Knowledge Extracted by Association Rules into Similarity Queries. - Mônica Ribeiro Porto Ferreira; Marcela X. Ribeiro; Agma J. M. Traina; Richard Chbeir; Caetano Traina Jr. (J. Inf. Data Manag., 2010)

Feature Selection Guided by Perception in Medical CBIR Systems. - Pedro Henrique Bugatti; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (HISB, 2011)

Improving the ranking quality of medical image retrieval using a genetic feature selection method. - Sérgio Francisco da Silva; Marcela Xavier Ribeiro; João do E. S. Batista Neto; Caetano Traina Jr.; Agma J. M. Traina (Decis. Support Syst., 2011)

Dimensionality reduction to improve content-based image retrieval: A clustering approach. - Francisco R. Pirolla; Marilde Terezinha Prado Santos; Joaquim Cezar Felipe; Marcela X. Ribeiro (BIBM Workshops, 2012)

Query processing over data warehouse using relational databases and NoSQL. - Anderson Chaves Carniel; Aried de Aguiar Sá; Vinicius Henrique Porto Brisighello; Marcela Xavier Ribeiro; Renato Bueno; Ricardo Rodrigues Ciferri; Cristina Dutra de Aguiar Ciferri (CLEI, 2012)

Exploring Fuzzy Ontologies in Mining Generalized Association Rules. - Rodrigo Moura Juvenil Ayres; Marcela Xavier Ribeiro; Marilde Terezinha Prado Santos (ICCSA (3), 2012)

SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data. - Marcos Daniel Cano; Marilde Terezinha Prado Santos; Ana Maria Heuminski de Ávila; Luciana A. S. Romani; Agma J. M. Traina; Marcela Xavier Ribeiro (ICCSA (3), 2012)

A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis. - Carolina Yukari Veludo Watanabe; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (ICMLA (1), 2012)

Análise Experimental de Bases de Dados Relacionais e NoSQL no Processamento de Consultas sobre Data Warehouse. - Anderson Chaves Carniel; Aried de Aguiar Sá; Marcela Xavier Ribeiro; Renato Bueno; Cristina Dutra de Aguiar Ciferri; Ricardo Rodrigues Ciferri (SBBD (Short Papers), 2012)

Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. - André G. R. Balan; Agma J. M. Traina; Marcela X. Ribeiro; Paulo Mazzoncini de Azevedo Marques; Caetano Traina Jr. (Comput. Biol. Medicine, 2012)

A statistical decision tree algorithm for medical data stream mining. - Mirela Teixeira Cazzolato; Marcela Xavier Ribeiro (CBMS, 2013)

Reducing the complexity of k-nearest diverse neighbor queries in medical image datasets through fractal analysis. - Rafael L. Dias; Renato Bueno; Marcela X. Ribeiro (CBMS, 2013)

Stretchy Time Pattern Mining: A Deeper Analysis of Environment Sensor Data. - Carlos Roberto Silveira Junior; Marilde Terezinha Prado Santos; Marcela Xavier Ribeiro (FLAIRS, 2013)

A Novel Method for Similarity Search over Meteorological Time Series Data based on the Coulomb's Law. - Claudinei Garcia de Andrade; Marcela Xavier Ribeiro; Cristiane A. Yaguinuma; Marilde Terezinha Prado Santos (ICEIS (1), 2013)

A Statistical Decision Tree Algorithm for Data Stream Classification. - Mirela Teixeira Cazzolato; Marcela Xavier Ribeiro; Cristiane A. Yaguinuma; Marilde Terezinha Prado Santos (ICEIS (1), 2013)

A Similarity-Based Method for Visual Search in Time Series Using Coulomb's Law. - Claudinei Garcia de Andrade; Marcela Xavier Ribeiro (SISAP, 2014)

Similarity Search in multidimensional time series using the Coulomb's law. - Claudinei Garcia de Andrade; Marcela Xavier Ribeiro (J. Inf. Data Manag., 2014)

Classifying High-Speed Data Streams Using Statistical Decision Trees. - Mirela Teixeira Cazzolato; Marcela Xavier Ribeiro (J. Inf. Data Manag., 2014)

Incremental Mining of Frequent Sequences in Environmental Sensor Data. - Carlos Roberto Silveira Junior; Danilo Codeco Carvalho; Marilde Terezinha Prado Santos; Marcela Xavier Ribeiro (FLAIRS, 2015)

Extracting Association Rules from a Retail Database: Two Case Studies. - R. S. João; Maria do Carmo Nicoletti; A. M. Monteiro; Marcela X. Ribeiro (HIS, 2015)

Graph Database Application using Neo4j - Railroad Planner Simulation. - Steve Ataky Tsham Mpinda; Luis Gustavo Maschietto; Marilde Terezinha Prado Santos; Marcela Xavier Ribeiro (ICEIS (1), 2015)

Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method. - Lúcio F. D. Santos; Rafael L. Dias; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2015)

IncMSTS-PP: An Algorithm to the Incremental Extraction of Significant Sequences from Environmental Sensor Data. - Carlos Roberto Silveira Junior; Marcela Xavier Ribeiro; Marilde Terezinha Prado Santos (MLDM, 2016)

Visual-Interactive k-NDN Method (VIK): A Novel Approach to Visualize and Interact with Content-Based Image Retrieval Systems Regarding Similarity and Diversity. - Rafael Loosli Dias; Steve Ataky Tsham Mpinda; Renato Bueno; Marcela Xavier Ribeiro (IV, 2017)

Spatiotemporal Associative Classification for Satellite Image Time Series. - Carlos Roberto Silveira Junior; Marilde Terezinha Prado Santos; Marcela Xavier Ribeiro (FLAIRS, 2018)

SeMiner: A Flexible Sequence Miner Method to Forecast Solar Time Series. - Sérgio Luisir Díscola Junior; José Roberto Cecatto; Marcio Merino Fernandes; Marcela Xavier Ribeiro (Inf., 2018)

Evaluating Boundary Conditions and Hierarchical Visualization in CBIR. - Luiz Gustavo S. Real; Renato Bueno; Marcela X. Ribeiro (IV (1), 2019)

A flexible architecture for the pre-processing of solar satellite image time series data - the SETL architecture. - Carlos Roberto Silveira Junior; Marilde Terezinha Prado Santos; Marcela Xavier Ribeiro (Int. J. Data Min. Model. Manag., 2019)

Semantic Annotation and Classification of Mammography Images using Ontologies. - Juliana Wolf Pereira; Marcela Xavier Ribeiro (CBMS, 2021)

Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases. - Mirela T. Cazzolato; Lucas Santiago Rodrigues; Marcela X. Ribeiro; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2021)

Hyperparameter for Deep Learning Applied in Mammogram Image Classification. - Juliana Wolf Pereira; Marcela Xavier Ribeiro (CBMS, 2022)

Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases. - Mirela T. Cazzolato; Lucas Santiago Rodrigues; Marcela X. Ribeiro; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina (J. Inf. Data Manag., 2022)

MS-ETL: An Architecture for the Multiple Data Source Extraction, Transformation, and Load Applied to Solar Flares Data. - Carlos Roberto Silveira Junior; Marcela Xavier Ribeiro (IntelliSys (2), 2023)