Marcela X. Ribeiro

Orcid: 0000-0002-2323-5326

Affiliations:
  • Federal University of São Carlos (UFSCar ), São Carlos, Brazil


According to our database1, Marcela X. Ribeiro authored at least 55 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
MS-ETL: An Architecture for the Multiple Data Source Extraction, Transformation, and Load Applied to Solar Flares Data.
Proceedings of the Intelligent Systems and Applications, 2023

2022
Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases.
J. Inf. Data Manag., 2022

Hyperparameter for Deep Learning Applied in Mammogram Image Classification.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021
Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases.
Proceedings of the 36th Brazilian Symposium on Databases, 2021

Semantic Annotation and Classification of Mammography Images using Ontologies.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2019
A flexible architecture for the pre-processing of solar satellite image time series data - the SETL architecture.
Int. J. Data Min. Model. Manag., 2019

Evaluating Boundary Conditions and Hierarchical Visualization in CBIR.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

2018
SeMiner: A Flexible Sequence Miner Method to Forecast Solar Time Series.
Inf., 2018

Spatiotemporal Associative Classification for Satellite Image Time Series.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017
Visual-Interactive k-NDN Method (VIK): A Novel Approach to Visualize and Interact with Content-Based Image Retrieval Systems Regarding Similarity and Diversity.
Proceedings of the 21st International Conference Information Visualisation, 2017

2016
IncMSTS-PP: An Algorithm to the Incremental Extraction of Significant Sequences from Environmental Sensor Data.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

2015
Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Graph Database Application using Neo4j - Railroad Planner Simulation.
Proceedings of the ICEIS 2015, 2015

Extracting Association Rules from a Retail Database: Two Case Studies.
Proceedings of the Hybrid Intelligent Systems, 2015

Incremental Mining of Frequent Sequences in Environmental Sensor Data.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014
Classifying High-Speed Data Streams Using Statistical Decision Trees.
J. Inf. Data Manag., 2014

Similarity Search in multidimensional time series using the Coulomb's law.
J. Inf. Data Manag., 2014

A Similarity-Based Method for Visual Search in Time Series Using Coulomb's Law.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

2013
A Statistical Decision Tree Algorithm for Data Stream Classification.
Proceedings of the ICEIS 2013, 2013

A Novel Method for Similarity Search over Meteorological Time Series Data based on the Coulomb's Law.
Proceedings of the ICEIS 2013, 2013

Stretchy Time Pattern Mining: A Deeper Analysis of Environment Sensor Data.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Reducing the complexity of k-nearest diverse neighbor queries in medical image datasets through fractal analysis.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

A statistical decision tree algorithm for medical data stream mining.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI.
Comput. Biol. Medicine, 2012

Análise Experimental de Bases de Dados Relacionais e NoSQL no Processamento de Consultas sobre Data Warehouse.
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

Exploring Fuzzy Ontologies in Mining Generalized Association Rules.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

Query processing over data warehouse using relational databases and NoSQL.
Proceedings of the 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI), 2012

Dimensionality reduction to improve content-based image retrieval: A clustering approach.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011
Improving the ranking quality of medical image retrieval using a genetic feature selection method.
Decis. Support Syst., 2011

Feature Selection Guided by Perception in Medical CBIR Systems.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

2010
Adding Knowledge Extracted by Association Rules into Similarity Queries.
J. Inf. Data Manag., 2010

UFOCoRe: Exploring Fuzzy Relations According to Specific Contexts.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

Statistical Associative Classification of Mammograms - The SACMiner Method.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

Improving medical image retrieval through multi-descriptor similarity functions and association rules.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Mining Statistical Association Rules to Select the Most Relevant Medical Image Features.
Proceedings of the Mining Complex Data, 2009

How to Cope with the Performance Gap in Content-Based Image Retrieval Systems.
Int. J. Heal. Inf. Syst. Informatics, 2009

Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques.
Data Knowl. Eng., 2009

Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

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).
PhD thesis, 2008

An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency.
IEEE Trans. Multim., 2008

Data pre-processing: a new algorithm for feature selection and data discretization.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

Improving CBIR using feature extraction based on wavelet transform.
Proceedings of the 14th Brazilian Symposium on Multimedia and Web Systems, 2008

A new algorithm for data discretization and feature selection.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images.
Proceedings of the Pattern Recognition in Information Systems, 2008

How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Content-Based Retrieval of Medical Images by Continuous Feature Selection.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
SuGAR: A Framework to Support Mammogram Diagnosis.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

HEAD: The Human Encephalon Automatic Delimiter.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Effective shape-based retrieval and classification of mammograms.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

2004
A New Approach for Mining Association Rules in Data Warehouses.
Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004


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