Marcela Xavier Ribeiro’s Publications

2011

Bugatti, P. H.; Ribeiro, M. X.; Traina, A. J. M.; Traina-Jr, C., Feature Selection Guided by Perception in Medical CBIR Systems, First IEEE conference on Healthcare Informatics, Imaging and Systems Biology, San Jose, California, USA, July 2011, pp. 323-330, DOI 10.1109/HISB.2011.27-

A. J. M. Traina, C. Traina, A. G. R. Balan, M. X. Ribeiro, P. H. Bugatti, C. Y. V. Watanabe, and P. M. Azevedo-Marques, "Feature Extraction and Selection for Decision Making," in Biomedical Image Processing, Biological and Medical Physics, Biomedical Engineering, T. M. Deserno, Ed.: Springer Berlin Heidelberg, 2011, pp. 197-223.

L. A. S. Romani, E. P. M. d. Sousa, M. X. Ribeiro3, A. M. H. d. Ávila, J. Z. Jr., C. T. Jr., and A. J. M. Traina, "Mining Climate and Remote Sensing Time Series to Improve Monitoring of Sugar Cane Fields," in Computational Methods for Agricultural Research: Advances and Applications, 2011, pp. 50-72.

C. Y. V. Watanabe, M. X. Ribeiro, C. Traina, and A. J. M. Traina, "SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images," in Enterprise Information Systems, vol. 73, Lecture Notes in Business Information Processing, J. Filipe and J. Cordeiro, Eds.: Springer Berlin Heidelberg, 2011, pp. 249-263.

S. F. da Silva, M. X. Ribeiro, J. d. E. S. Batista Neto, C. Traina-Jr., and A. J. M. Traina, "Improving the ranking quality of medical image retrieval using a genetic feature selection method," Decision Support Systems, vol. 50, pp. 1-11, 2011

Traina, Agma Juci Machado ; TRAINA JR, Caetano ; CORDEIRO, R. L. F. ; RIBEIRO, Marcela Xavier ; MARQUES, Paulo Mazzoncini de Azevedo . Issues and Techniques to Mitigate the Performance Gap in Content-Based Image Retrieval Systems. In: Joseph Tan. (Org.). New Technologies for Advancing Healthcare and Clinical Practices. 1 ed. Hershey: IGI Global, 2011, v. 1, p. 60-83

2010

M. J. Cerri, C. A. Yaguinuma, M. X. Ribeiro, and M. T. P. Santos, "UFOCoRe: Exploring Fuzzy Relations According to Specific Contexts," presented at International Conference on Software Engineering and Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, 2010, pp. 529-542.

Ferreira, M R P., M X. Ribeiro, A J M. Traina, R. Chbeir, and C. Traina Jr., "Adding Knowledge Extracted by Association Rules into Similarity Queries", Journal of Information and Data Management (JIDM), vol. 1, no. 3: SBC, pp. 391– 406, 10/2010. Abstract

Bueno, R., M X. Ribeiro, A J M. Traina, and C. Traina Jr., "Improving Medical Image Retrieval through Multi-Descriptor Similarity Functions and Association Rules", 23rd IEEE International Symposium on Computer-Based Medical Systems (CBMS 2010), Perth, Australia, IEEE Computer Society, pp. 309–314, 10/2010. Abstract

Watanabe, C Y V., M X. Ribeiro, C. Traina Jr., and A J M. Traina, "Statistical Associative Classification of Mammograms - The SACMiner Method", 12th International Conference on Enterprise Information Systems - Volume 2 (ICEIS (2)), Funchal, Madeira, Portugal, SciTePress, pp. 121-128, 06/2010.

Watanabe, C Y V., M X. Ribeiro, C. Traina Jr., and A J M. Traina, "SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images", 12th International Conference Enterprise Information Systems (ICEIS), vol. 73, Funchal, Madeira, Portugal, Springer, pp. 249-263, 06/2010. Abstract

Traina, A J M., L. A. S. Romani, R. L. F. Cordeiro, E P M. Sousa, M X. Ribeiro, A M. H. Ávila, J. Zullo Jr., J F. Rodrigues Jr., and C. Traina Jr., "How to Find Relevant Patterns in Climate Data: an Efficient and Effective Framework to Mine Climate Time Series and Remote Sensing Images", SIAM Annual Meeting 2010, Pittsburgh, PA, SIAM, pp. 6 pags., 2010.

Romani, L. A. S., H L. Razente, D. Y. T. Chino, E P M. Sousa, M C N. Barioni, M X. Ribeiro, R. Gonçalves, A M. H. Ávila, J. Zullo Jr., R. L. F. Cordeiro, et al., "Agrodatamine: Integrating Analysis of Climate Time Series and Remote Sensing Images", Microsoft Research eScience Workshop, pp. 134-136, 2010.

2009

Silva, S. F., A J M. Traina, M X. Ribeiro, J. E. S. Batista Neto, and C. Traina Jr., "Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms", Computer-Based Medical Systems, 2009. CBMS 2009. 22nd IEEE International Symposium on, pp. 1-8, Aug., 2009.

Traina, A J M., C. Traina Jr., C D A. Ciferri, M X. Ribeiro, and P M A. Marques, "How to Cope with the Performance Gap in Content-based Image Retrieval Systems", International Journal of Healthcare Information Systems and Informatics (IJHISI), vol. 4, no. 1, pp. 47-67, 2009. Abstract

Ribeiro, M X., P H. Bugatti, A J M. Traina, C. Traina Jr., P M A. Marques, and N A. Rosa, "Supporting Content-Based Image Retrieval and Computer-Aided Diagnosis systems with Association Rule-Based Techniques", Data & Knowledge Engineering, 2009.

Ribeiro, M X., A G R. Balan, J C. Felipe, A J M. Traina, and C. Traina Jr., "Mining Statistical Association Rules to Select the Most Relevant Medical Image Features", Studies in Computational Intelligence, vol. 165/2009, Berlin / Heidelberg, Springer Berlin / Heidelberg, pp. 113-131, 2009.

Romani, L. A. S., E P M. Sousa, M X. Ribeiro, J. Zullo Jr., C. Traina Jr., and A J M. Traina, "Employing Fractal Dimension to Analyze Climate and Remote Sensing Data Streams", The First SIAM SDM Workshop on Multimedia Data Mining, Sparks, Nevada, USA, SIAM, pp. 1-12, 2009.

Miranda, G B., M X. Ribeiro, A J M. Traina, and J C. Felipe, "Fuzzy-Omega: A New Method for Consistent Design of Membership Functions in Fuzzy Sets", The 2009 International Conference on Artificial Intelligence and Pattern Recognition (AIPR-09), Orlando, FL, USA, pp. 1-7, 2009.

Silva, S. F., A J M. Traina, M X. Ribeiro, J. E. S. Batista Neto, and C. Traina Jr., "Ranking Functions to Improve Genetic Feature Selection in Content-Based Image Retrieval of Mammograms", The 22nd IEEE International Symposium on Computer-Based Medical Systems, pp. 1-8, 2009.

2008

Watanabe, C Y V., M X. Ribeiro, A J M. Traina, and C. Traina Jr., "Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images", The 8th International Workshop on Pattern Recognition in Information Systems (PRIS 2008), Barcelona, Spain, pp. 19-28, 2008.

Ribeiro, M X., A J M. Traina, C. Traina Jr., N A. Rosa, and P M A. Marques, "How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method", 21th IEEE Intl. Symposium on Computer-Based Medical Systems (CBMS 2008), Jyväskylä, Finland, IEEE Computer Society, pp. 266-271, 2008.

Ribeiro, M X., A J M. Traina, and C. Traina Jr., "A new Algorithm for Data Discretization and Feature Selection", 23rd Annual ACM Symposium on Applied Computing (SAC2008), Fortaleza, Ceará - Brazil, ACM Press, pp. 953,954, 2008.

Ribeiro, M X., A J M. Traina, C. Traina Jr., and P M A. Marques, "An Efficient Association Rule-based Method to Support Medical Image Diagnosis", IEEE Transactions on Multimedia, vol. 10, no. 2, pp. 277 - 285, 2008.

Bugatti, P H., M X. Ribeiro, A J M. Traina, and C. Traina Jr., "Content-Based Retrieval of Medical Images by Continuous Feature Selection", 21th IEEE Intl. Symposium on Computer-Based Medical Systems (CBMS 2008), Jyväskylä, Finland, IEEE Computer Society, pp. 272-277, 2008.

Watanabe, C Y V., P H. Bugatti, M X. Ribeiro, C. Traina Jr., and A J M. Traina, "Improving CBIR Using Feature Extraction Based on Wavelet Transform", XIV Simpósio Brasileiro de Sistemas Multimedia e Web (WebMedia 2008), vol. 1, pp. 51-58, 2008.

Ribeiro, M X., M R P. Ferreira, C. Traina Jr., and A J M. Traina, "Data Pre-Processing: a New Algorithm for Feature Selection and Data Discretization", 5th International Conference on Soft Computing as Transdisciplinary Science and Technology (ACM/IEEE CSTST 2008), vol. 1, Cergy-Pontoise, France, ACM Press, pp. 252–257, 2008.

Romani, L. A. S., A J M. Traina, M X. Ribeiro, E P M. Sousa, J. Zullo Jr., and C. Traina Jr., "Aplicação de Técnicas de Mineração em Dados Climáticos e de Satélite para Auxiliar no Acompanhamento das Safras de Cana-de-Açucar", IV Workshop em Algoritmos e Aplicações de Mineração de Dados, vol. 1, Campinas, SP, Sociedade Brasileira de Computação, pp. 87-92, 2008.

2007

Ribeiro, M X., A G R. Balan, A J M. Traina, and C. Traina Jr., "Enhancing Medical Image Retrieval with Association Rules", Workshop on Content-based Image Retrieval for Biomedical Image Archives: achievements, problems and prospects,co-located with the 10th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2007), Brisbane, Australia, pp. 11-20, 2007.

Ribeiro, M X., A J M. Traina, A G R. Balan, C. Traina Jr., and P M A. Marques, "SuGAR: Association-Rules based Framework to Support Diagnosis of Abnormalities in Mammograms", 20th IEEE Intl Symposium on Computer-Based Medical Systems (CBMS 2007), vol. 1, Maribor, Slovenia, IEEE Computer Society, pp. 47-52, 2007.

Balan, A G R., A J M. Traina, M X. Ribeiro, P M A. Marques, and C. Traina Jr., "HEAD: the Human Encephalon Automatic Delimiter", 20th IEEE Intl Symposium on Computer-Based Medical Systems (CBMS 2007), vol. 1, Maribor, Slovenia, IEEE Computer Society, pp. 171-176, 2007.

2006

Sousa, E P M., M X. Ribeiro, A J M. Traina, and C. Traina Jr., "Tracking the Intrinsic Dimension of Evolving Data Streams to Update Association Rules", 3rd International Workshop on Knowledge Discovery from Data Streams, part of the 23th International Conference on Machine Learning (ICML06), Pittsburgh, PA, pp. 10p. in CD-ROM, 2006.

Ribeiro, M X., J. Marques, A J M. Traina, and C. Traina Jr., "Combatendo os Pesadelos da Busca Por Conteúdo em Imagens Médicas", X Congresso Brasileiro de Informática em Saúde (CBIS'06), vol. 1, Florianópolis, SC, pp. 6p. in CD-ROM, 2006.

Ribeiro, M X., C Y V. Watanabe, A G R. Balan, C. Traina Jr., and A J M. Traina, "Apoiando a Busca por Conteúdo em Imagens Médicas através da Mineração de Regras de Associação Estatísticas", II Workshop em Algoritmos e Aplicações de Mineração de Dados (II WAAMD) junto ao 21º Simpósio Brasileiro de Banco de Dados (SBBD'06), vol. 1, Florianópolis, SC, SBC, pp. 17-26, 2006.

Ribeiro, M X., J. Marques, A J M. Traina, and C. Traina Jr., "Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images", 19th IEEE Intl Symposium on Computer-Based Medical Systems (CBMS 2006), vol. 1, Salt Lake City, Utah, USA., IEEE Computer Society, pp. 887-892, 2006.

Felipe, J C., M X. Ribeiro, E P M. Sousa, A J M. Traina, and C. Traina Jr., "Effective Shape-based Retrieval and Classification of Mammograms", 21th ACM Symposium on Applied Computing (SAC), vol. 1, Dijon, France, ACM Press, pp. 250-255, 2006.

2005

Ribeiro, M X., A G R. Balan, J C. Felipe, A J M. Traina, and C. Traina Jr., "Mining Statistical Association Rules to Select the Most Relevant Medical Image Features", First International Workshop on Mining Complex Data, in conjunction with ICDM'05, Houston, TX, IEEE Computer Society, pp. 91-98, 2005.

Felipe, J C., J B. Olioti, A J M. Traina, M X. Ribeiro, E P M. Sousa, and C. Traina Jr., "A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images", First IEEE International Workshop on Multimedia Information Processing and Retrieval IEEE-MIPR 2005, Irvine, CA, IEEE Press, pp. 8., 2005.