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ORCIDMarcela X. Ribeiro
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- affiliation: Federal University of São Carlos (UFSCar ), São Carlos, Brazil
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Books and Theses
- 2008
[b1]Marcela X. Ribeiro:
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). University of São Paulo, Brazil, 2008
Journal Articles
- 2022
- [j11]Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases. J. Inf. Data Manag. 13(2) (2022) - 2019
- [j10]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): 129-143 (2019) - 2018
- [j9]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): 8 (2018) - 2014
- [j8]Claudinei Garcia de Andrade, Marcela Xavier Ribeiro:
Similarity Search in multidimensional time series using the Coulomb's law. J. Inf. Data Manag. 5(1): 74-83 (2014) - [j7]Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro:
Classifying High-Speed Data Streams Using Statistical Decision Trees. J. Inf. Data Manag. 5(1): 84-93 (2014) - 2012
- [j6]André G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo Mazzoncini de Azevedo Marques
, Caetano Traina Jr.:
Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. Comput. Biol. Medicine 42(5): 509-522 (2012) - 2011
- [j5]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): 810-820 (2011) - 2010
- [j4]Mônica Ribeiro Porto Ferreira, Marcela X. Ribeiro, Agma J. M. Traina, Richard Chbeir, Caetano Traina Jr.:
Adding Knowledge Extracted by Association Rules into Similarity Queries. J. Inf. Data Manag. 1(3): 391-406 (2010) - 2009
- [j3]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): 1370-1382 (2009) - [j2]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): 47-67 (2009) - 2008
- [j1]Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques:
An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency. IEEE Trans. Multim. 10(2): 277-285 (2008)
Conference and Workshop Papers
- 2022
- [c41]Juliana Wolf Pereira, Marcela Xavier Ribeiro:
Hyperparameter for Deep Learning Applied in Mammogram Image Classification. CBMS 2022: 90-95 - 2021
- [c40]Juliana Wolf Pereira, Marcela Xavier Ribeiro:
Semantic Annotation and Classification of Mammography Images using Ontologies. CBMS 2021: 378-383 - [c39]Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases. SBBD 2021: 25-36 - 2019
- [c38]Luiz Gustavo S. Real, Renato Bueno, Marcela X. Ribeiro:
Evaluating Boundary Conditions and Hierarchical Visualization in CBIR. IV (1) 2019: 68-73 - 2018
- [c37]Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro:
Spatiotemporal Associative Classification for Satellite Image Time Series. FLAIRS 2018: 104-109 - 2017
- [c36]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: 72-77 - 2016
- [c35]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: 284-293 - 2015
- [c34]Carlos Roberto Silveira Junior, Danilo Codeco Carvalho, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro:
Incremental Mining of Frequent Sequences in Environmental Sensor Data. FLAIRS 2015: 452-456 - [c33]R. S. João, Maria do Carmo Nicoletti, A. M. Monteiro, Marcela X. Ribeiro:
Extracting Association Rules from a Retail Database: Two Case Studies. HIS 2015: 1-11 - [c32]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: 399-403 - [c31]Lúcio F. D. Santos, Rafael L. Dias, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method. ISM 2015: 357-362 - 2014
- [c30]Claudinei Garcia de Andrade, Marcela Xavier Ribeiro:
A Similarity-Based Method for Visual Search in Time Series Using Coulomb's Law. SISAP 2014: 241-246 - 2013
- [c29]Rafael L. Dias, Renato Bueno, Marcela X. Ribeiro:
Reducing the complexity of k-nearest diverse neighbor queries in medical image datasets through fractal analysis. CBMS 2013: 101-106 - [c28]Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro:
A statistical decision tree algorithm for medical data stream mining. CBMS 2013: 389-392 - [c27]Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro:
Stretchy Time Pattern Mining: A Deeper Analysis of Environment Sensor Data. FLAIRS 2013 - [c26]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: 209-216 - [c25]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: 217-223 - 2012
- [c24]Francisco R. Pirolla, Marilde Terezinha Prado Santos, Joaquim Cezar Felipe, Marcela X. Ribeiro:
Dimensionality reduction to improve content-based image retrieval: A clustering approach. BIBM Workshops 2012: 752-753 - [c23]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: 1-9 - [c22]Rodrigo Moura Juvenil Ayres, Marcela Xavier Ribeiro, Marilde Terezinha Prado Santos:
Exploring Fuzzy Ontologies in Mining Generalized Association Rules. ICCSA (3) 2012: 667-681 - [c21]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: 743-757 - [c20]Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis. ICMLA (1) 2012: 564-567 - [c19]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: 113-120 - 2011
- [c18]Pedro Henrique Bugatti, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Feature Selection Guided by Perception in Medical CBIR Systems. HISB 2011: 323-330 - 2010
- [c17]Renato Bueno, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Improving medical image retrieval through multi-descriptor similarity functions and association rules. CBMS 2010: 309-314 - [c16]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: 121-128 - [c15]Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina:
SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images. ICEIS 2010: 249-263 - [c14]Mauricio Jacó Cerri, Cristiane A. Yaguinuma, Marcela Xavier Ribeiro, Marilde Terezinha Prado Santos:
UFOCoRe: Exploring Fuzzy Relations According to Specific Contexts. SEKE 2010: 529-542 - 2009
- [c13]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: 1-8 - 2008
- [c12]Marcela X. Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr., Natalia Abdala Rosa, Paulo Mazzoncini de Azevedo Marques:
How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method. CBMS 2008: 266-271 - [c11]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: 272-277 - [c10]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: 19-28 - [c9]Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
A new algorithm for data discretization and feature selection. SAC 2008: 953-954 - [c8]Carolina W. da Silva, Pedro Henrique Bugatti, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina:
Improving CBIR using feature extraction based on wavelet transform. WebMedia 2008: 51-58 - [c7]Marcela X. Ribeiro, Mônica Ribeiro Porto Ferreira, Caetano Traina Jr., Agma J. M. Traina:
Data pre-processing: a new algorithm for feature selection and data discretization. CSTST 2008: 252-257 - 2007
- [c6]Marcela X. Ribeiro, Agma J. M. Traina, André G. R. Balan, Caetano Traina Jr., Paulo M. Azevedo-Marques:
SuGAR: A Framework to Support Mammogram Diagnosis. CBMS 2007: 47-52 - [c5]André G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo M. Azevedo-Marques, Caetano Traina Jr.:
HEAD: The Human Encephalon Automatic Delimiter. CBMS 2007: 171-176 - 2006
- [c4]Marcela X. Ribeiro, Joselene Marques, Agma J. M. Traina, Caetano Traina Jr.:
Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images. CBMS 2006: 887-892 - [c3]Joaquim Cezar Felipe, Marcela X. Ribeiro, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
Effective shape-based retrieval and classification of mammograms. SAC 2006: 250-255 - 2005
- [c2]Joaquim Cezar Felipe, Jonatas B. Olioti, Agma J. M. Traina, Marcela X. Ribeiro, Elaine P. M. de Sousa, Caetano Traina Jr.:
A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images. ISM 2005: 565-570 - 2004
- [c1]Marcela Xavier Ribeiro, Marina Teresa Pires Vieira:
A New Approach for Mining Association Rules in Data Warehouses. FQAS 2004: 98-110
Parts in Books or Collections
- 2009
- [p1]Marcela X. Ribeiro, André G. R. Balan, Joaquim Cezar Felipe, Agma Juci Machado Traina, Caetano Traina Jr.:
Mining Statistical Association Rules to Select the Most Relevant Medical Image Features. Mining Complex Data 2009: 113-131
Coauthor Index
aka: Paulo M. Azevedo-Marques
aka: Agma Juci Machado Traina
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