Agma J. M. Traina
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
132
Venues
25
Active years
1997–2025
Best venue rank
A*
Where they publish
- BCBMS52 papers
- MulticonferenceSAC30 papers
- CISM9 papers
- ACIKM6 papers
- BSISAP4 papers
- BSSDBM4 papers
- CADBIS3 papers
- CIV3 papers
- A*ICDE3 papers
- A*KDD2 papers
- A*VLDB2 papers
- A*AAAI1 paper
- MulticonferenceICCS1 paper
- CINISTA1 paper
- ASDM1 paper
- BICTAI1 paper
- AWACV1 paper
- A*WWW1 paper
- CICCSA1 paper
- CICMLA1 paper
- A*ICDM1 paper
- CIGARSS1 paper
- CAICCSA1 paper
- BEDBT1 paper
- A*SIGMOD1 paper
Papers
132 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CBMS | FairMed-FL: Federated Learning for Fair and Unbiased Deep Learning in Medical Imaging. | rica Peters do Carmo, Caetano Traina Jr., Agma J. M. Traina |
| 2025 | CBMS | Improving U-Net with Attention Mechanism for Medical Image Segmentation Applications. | Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Agma J. M. Traina, Denis F. Wolf |
| 2025 | CBMS | Modeling Clinical Data with Attention: A Knowledge Graph Approach with CliniKG. | Eduardo Moura, Rafael C. G. Conrado, Leonardo de Oliveira Campos, Mauro Marcel Olivatto, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina, Mirela T. Cazzolato |
| 2025 | CBMS | AI-Driven Public Health Surveillance: Analyzing Vulnerable Areas in Brazil Using Remote Sensing and Socioeconomic Data. | Joao Pedro Silva, Erikson Jlio De Aguiar, Gabriel Spadon, Agma J. M. Traina, Jose F. Rodrigues |
| 2024 | CBMS | RADAR-MIX: How to Uncover Adversarial Attacks in Medical Image Analysis through Explainability. | Erikson Jlio De Aguiar, Caetano Traina, Agma J. M. Traina |
| 2024 | CBMS | A symptom-based community-weighted similarity approach for inpatient health condition monitoring. | Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina |
| 2023 | AAAI | TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. | Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos |
| 2023 | CBMS | Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings. | Erikson Jlio De Aguiar, Mrcus V. L. Costa, Caetano Traina, Agma J. M. Traina |
| 2023 | CBMS | Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. | Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina |
| 2023 | CBMS | A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model. | Mrcus V. L. Costa, Erikson Jlio De Aguiar, Lucas Santiago Rodrigues, Jonathan S. Ramos, Caetano Traina, Agma J. M. Traina |
| 2023 | CIKM | CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. | Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos |
| 2022 | CBMS | Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures. | Marcos V. N. Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques |
| 2022 | CBMS | Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. | Jonathan S. Ramos, Erikson Jlio De Aguiar, Ivar Vargas Belizario, Mrcus V. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina |
| 2022 | ICCS | MiDaS: Extract Golden Results from Knowledge Discovery Even over Incomplete Databases. | Lucas Santiago Rodrigues, Thiago Galbiatti Vespa, Igor A. R. Eleutrio, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina |
| 2022 | INISTA | Variational Autoencoders for Medical Image Retrieval. | Czanne Alves, Agma J. M. Traina |
| 2021 | CBMS | Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. | Jos Maria Clementino, Bruno S. Faial, Christian C. Bones, Caetano Traina, Marco A. Gutierrez, Agma J. M. Traina |
| 2021 | CBMS | I-CovidVis - A Visual Analytics Tool for Interoperable Healthcare Databases using Graphs. | Claudio D. G. Linhares, Daniel Mario de Lima, Christian C. Bones, Marina F. S. de S Rebelo, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina |
| 2021 | CBMS | BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging. | Jonathan S. Ramos, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina |
| 2021 | SAC | VD-tree: how to build an efficient and fit metric access method using voronoi diagrams. | Andre Moriyama, Lucas Santiago Rodrigues, Lucas C. Scabora, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina |
| 2021 | SAC | SHARq: sharing recursive queries in relational databases. | Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, Jos F. Rodrigues Jr., Caetano Traina Jr. |
| 2020 | CBMS | Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine. | Mirela T. Cazzolato, Jonathan S. Ramos, Lucas Santiago Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina, Agma J. M. Traina |
| 2020 | CBMS | Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP. | Jos Maria Clementino, Christian C. Bones, Bruno S. Faial, Oscar A. C. Linares, Daniel Mario de Lima, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina |
| 2020 | CBMS | Efficient Segmentation of Cell Nuclei in Histopathological Images. | Oscar Cuadros Linares, Aurea Soriano-Vargas, Bruno S. Faial, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina |
| 2020 | SAC | FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI. | Jonathan S. Ramos, Mirela T. Cazzolato, Marcello H. Nogueira-Barbosa, Agma J. M. Traina |
| 2019 | CBMS | How to Automatically Identify Regions of Interest in High-Resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis. | Oscar Cuadros Linares, Bruno S. Faial, Paulo Barbosa, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina |
| 2019 | CBMS | 3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. | Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faial, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina |
| 2019 | CBMS | A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds. | Wellington S. Silva, Daniel L. Jasbick, Rodrigo Erthal Wilson, Paulo M. Azevedo-Marques, Agma J. M. Traina, Lcio F. D. Santos, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo |
| 2019 | CBMS | UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. | Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Bruno S. Faial, Agma J. M. Traina, Caetano Traina |
| 2019 | ISM | Efficient Indexing of Multiple Metric Spaces with Spectra. | Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Agma J. M. Traina, Caetano Traina |
| 2019 | SAC | BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. | Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina |
| 2019 | SAC | The SimilarQL framework: similarity queries in plain SQL. | Caetano Traina Jr., Andre Moriyama, Guilherme Muzzi da Rocha, Robson L. F. Cordeiro, Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina |
| 2018 | CBMS | RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. | Marcos Roberto Nesso Junior, Mirela T. Cazzolato, Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Jssica Andressa de Souza, Willian D. Oliveira, Daniel Y. T. Chino, Jos F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina |
| 2018 | CIKM | Efficient and Reliable Estimation of Cell Positions. | Mirela T. Cazzolato, Agma J. M. Traina, Klemens Bhm |
| 2018 | CIKM | Exploring Diversified Similarity with Kundaha. | Lcio F. D. Santos, Gustavo Blanco, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr., Marcos V. N. Bedo |
| 2018 | SAC | BoSS: image retrieval using bag-of-superpixels signatures. | Daniel Y. T. Chino, Lucas C. Scabora, Caetano Traina Jr., Agma J. M. Traina |
| 2018 | SAC | Class-constraint similarity queries. | Jssica Andressa de Souza, Agma J. M. Traina, Sebastian Michel |
| 2017 | CBMS | Efficiently Indexing Multiple Repositories of Medical Image Databases. | Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr. |
| 2017 | SDM | VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume. | Daniel Y. T. Chino, Alceu Ferraz Costa, Agma J. M. Traina, Christos Faloutsos |
| 2017 | SISAP | Semantic Similarity Group By Operators for Metric Data. | Natan A. Laverde, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina Jr. |
| 2016 | CBMS | Encoding Visual Attention Features for Effective Biomedical Images Retrieval. | Glauco Vitor Pedrosa, Agma J. M. Traina |
| 2016 | ICTAI | Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow. | Letricia P. S. Avalhais, Jos F. Rodrigues Jr., Agma J. M. Traina |
| 2016 | ISM | A Label-Scaled Similarity Measure for Content-Based Image Retrieval. | Gustavo Blanco, Marcos Vinicius Naves Bedo, Mirela T. Cazzolato, Lcio F. D. Santos, Ana Elisa Serafim Jorge, Caetano Traina Jr., Paulo M. Azevedo-Marques, Agma J. M. Traina |
| 2016 | ISM | When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence. | Lcio F. D. Santos, Luiz Olmes Carvalho, Marcos Vinicius Naves Bedo, Agma J. M. Traina, Caetano Traina Jr. |
| 2016 | SAC | Unveiling smoke in social images with the SmokeBlock approach. | Mirela T. Cazzolato, Marcos Vinicius Naves Bedo, Alceu Ferraz Costa, Jssica Andressa de Souza, Caetano Traina Jr., Jos Fernando Rodrigues Jr., Agma J. M. Traina |
| 2016 | SAC | ClusMAM: fast and effective unsupervised clustering of large complex datasets using metric access methods. | Jssica Andressa de Souza, Mirela T. Cazzolato, Agma J. M. Traina |
| 2015 | ISM | Self Similarity Wide-Joins for Near-Duplicate Image Detection. | Luiz Olmes Carvalho, Lcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr. |
| 2015 | ISM | Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method. | Lcio F. D. Santos, Rafael L. Dias, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr. |
| 2015 | SAC | Compact and discriminative approach for encoding spatial-relationship of visual words. | Glauco Vitor Pedrosa, Agma J. M. Traina |
| 2015 | SAC | Shape description based on bag of salience points. | Glauco Vitor Pedrosa, Agma J. M. Traina, Clia A. Zorzo Barcelos |
| 2015 | SAC | Combine-and-conquer: improving the diversity in similarity search through influence sampling. | Lcio F. D. Santos, Willian D. Oliveira, Luiz Olmes Carvalho, Mnica Ribeiro Porto Ferreira, Agma J. M. Traina, Caetano Traina Jr. |
| 2015 | SISAP | Improving Metric Access Methods with Bucket Files. | Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr., Daniel dos Santos Kaster |
| 2015 | SISAP | Diversity in Similarity Joins. | Lcio F. D. Santos, Luiz Olmes Carvalho, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr. |
| 2015 | SSDBM | Compact distance histogram: a novel structure to boost k-nearest neighbor queries. | Marcos Vinicius Naves Bedo, Daniel dos Santos Kaster, Agma J. M. Traina, Caetano Traina Jr. |
| 2014 | ADBIS | SemIndex: Semantic-Aware Inverted Index. | Richard Chbeir, Yi Luo, Joe Tekli, Kokou Ytongnon, Carlos Raymundo Ibaez, Agma J. M. Traina, Caetano Traina Jr., Marc Al Assad |
| 2014 | CBMS | MedInject: A General-Purpose Information Retrieval Framework Applied in a Medical Context. | Luiz Olmes Carvalho, Enzo Seraphim, Thatyana F. P. Seraphim, Agma J. M. Traina, Caetano Traina Jr. |
| 2014 | CBMS | Using Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach. | Glauco Vitor Pedrosa, Agma J. M. Traina, Caetano Traina Jr. |
| 2014 | CBMS | Being Similar is Not Enough: How to Bridge Usability Gap through Diversity in Medical Images. | Lcio F. D. Santos, Marcos Vinicius Naves Bedo, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr. |
| 2014 | WACV | Integrating visual words as bunch of n-grams for effective biomedical image classification. | Glauco Vitor Pedrosa, Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, L. Rodney Long, Agma J. M. Traina |
| 2013 | CBMS | Does a CBIR system really impact decisions of physicians in a clinical environment? | Marcelo Ponciano-Silva, Juliana P. Souza, Pedro Henrique Bugatti, Marcos Vinicius Naves Bedo, Daniel S. Kaster, Rosana T. V. Braga, Angela D. Bellucci, Paulo M. Azevedo-Marques, Caetano Traina Jr., Agma J. M. Traina |
| 2013 | ISM | Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases. | Karina Fasolin, Renato Fileto, Marcelo Krger, Daniel S. Kaster, Mnica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr. |
| 2013 | WWW | Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? | Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de vila, Priscila P. Coltri, Caetano Traina Jr., Robson Leonardo Ferreira Cordeiro, Elaine P. M. de Sousa, Agma J. M. Traina |
| 2013 | SISAP | A New Concept of Sets to Handle Similarity in Databases: The SimSets. | Ives Rene Venturini Pola, Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma J. M. Traina |
| 2012 | CBMS | k-Gabor: A new feature extraction method for medical images providing internal analysis. | Gabriel Humpire-Mamani, Agma J. M. Traina, Caetano Traina Jr. |
| 2012 | ICCSA | 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 vila, Luciana A. S. Romani, Agma J. M. Traina, Marcela Xavier Ribeiro |
| 2012 | ICMLA | 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. |
| 2012 | SAC | Image retrieval employing genetic dissimilarity weighting and feature space transformation functions. | Letricia P. S. Avalhais, Srgio Francisco da Silva, Jos Fernando Rodrigues Jr., Agma J. M. Traina |
| 2012 | SAC | To be or not to be real: fractal analysis of data streams from a regional climate change model. | Santiago Augusto Nunes, Ana Maria Heuminski de vila, Luciana A. S. Romani, Agma J. M. Traina, Priscila P. Coltri, Elaine P. M. de Sousa |
| 2011 | CBMS | The Similarity Cloud Model: A novel and efficient hippocampus segmentation technique. | Fredy E. C. Atho, Agma J. M. Traina, Caetano Traina Jr., Paula R. B. Diniz |
| 2011 | CBMS | Improving content-based retrieval of medical images through dynamic distance on relevance feedback. | Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr. |
| 2011 | IV | Using Visual Analysis to Weight Multiple Signatures to Discriminate Complex Data. | Renato Bueno, Daniel S. Kaster, Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr. |
| 2010 | CBMS | Improving medical image retrieval through multi-descriptor similarity functions and association rules. | Renato Bueno, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr. |
| 2010 | CBMS | Integrating user preference to similarity queries over medical images datasets. | Mnica Ribeiro Porto Ferreira, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Sandra de Amo, Fabola Souza F. Pereira, Richard Chbeir |
| 2010 | CBMS | Silhouette-based feature selection for classification of medical images. | Srgio Francisco da Silva, Bruno Brandoli, Danilo Medeiros Eler, Joo Batista Neto, Agma J. M. Traina |
| 2010 | ICDE | Finding Clusters in subspaces of very large, multi-dimensional datasets. | Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr. |
| 2010 | ICDM | QMAS: Querying, Mining and Summarization of Multi-modal Databases. | Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos |
| 2010 | IGARSS | New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series. | Luciana A. S. Romani, R. R. V. Goncalves, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina |
| 2010 | IV | Metric Data Analysis Enhanced through Temporal Visualization. | Renato Bueno, Humberto Luiz Razente, Daniel S. Kaster, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr. |
| 2010 | SAC | CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data. | Luciana A. S. Romani, Ana Maria Heuminski de vila, Jurandir Zullo Jr., Richard Chbeir, Caetano Traina Jr., Agma J. M. Traina |
| 2009 | CBMS | Unsupervised scaling of multi-descriptor similarity functions for medical image datasets. | Renato Bueno, Daniel S. Kaster, Adriano Arantes Paterlini, Agma J. M. Traina, Caetano Traina Jr. |
| 2009 | CBMS | Content-based retrieval of medical images: From context to perception. | Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques |
| 2009 | CBMS | Including the perceptual parameter to tune the retrieval ability of pulmonary CBIR systems. | Marcelo Ponciano-Silva, Agma J. M. Traina, Paulo M. Azevedo-Marques, Joaquim Cezar Felipe, Caetano Traina Jr. |
| 2009 | SSDBM | Easing the Dimensionality Curse by Stretching Metric Spaces. | Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr. |
| 2008 | CIKM | A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. | Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr. |
| 2008 | SAC | An algorithm for effective deletion and a new optimization technique for metric access methods. | Renato Bueno, Agma J. M. Traina, Caetano Traina Jr. |
| 2008 | SAC | Assessing the best integration between distance-function and image-feature to answer similarity queries. | Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr. |
| 2008 | SAC | Aggregate similarity queries in relevance feedback methods for content-based image retrieval. | Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr. |
| 2008 | SAC | A new algorithm for data discretization and feature selection. | Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr. |
| 2007 | ADBIS | The MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes. | Ives Rene Venturini Pola, Caetano Traina Jr., Agma J. M. Traina |
| 2007 | CBMS | HEAD: The Human Encephalon Automatic Delimiter. | Andr G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo M. Azevedo-Marques, Caetano Traina Jr. |
| 2007 | CBMS | SuGAR: A Framework to Support Mammogram Diagnosis. | Marcela X. Ribeiro, Agma J. M. Traina, Andr G. R. Balan, Caetano Traina Jr., Paulo M. Azevedo-Marques |
| 2007 | SAC | Biased box sampling - a density-biased sampling for clustering. | Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr. |
| 2007 | SAC | An effective cost model for similarity queries in metric spaces. | Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr. |
| 2007 | SAC | Horizontal fragmentation as a technique to improve the performance of drill-down and roll-up queries. | Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Diogo Tuler Forlani, Agma J. M. Traina, Fernando da Fonseca de Souza |
| 2007 | SSDBM | MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries. | Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr. |
| 2007 | SSDBM | Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. | Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos |
| 2006 | CBMS | Distance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria. | Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr. |
| 2006 | CBMS | 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. |
| 2006 | CBMS | Fighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques. | Agma J. M. Traina, Joselene Marques, Caetano Traina Jr. |
| 2006 | CIKM | Efficient processing of complex similarity queries in RDBMS through query rewriting. | Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos |
| 2006 | ISM | SuperGraph Visualization. | Jos Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr. |
| 2006 | IV | Reviewing Data Visualization: an Analytical Taxonomical Study. | Jos Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr. |
| 2006 | KDD | Automatic mining of fruit fly embryo images. | Jia-Yu Pan, Andr G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos |
| 2006 | SAC | Comparing images with distance functions based on attribute interaction. | Joaquim Cezar Felipe, Paulo M. Azevedo-Marques, Andr G. R. Balan, Caetano Traina Jr., Agma J. M. Traina |
| 2006 | SAC | 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. |
| 2006 | SAC | A new similarity measure for histograms applied to content-based retrieval of medical images. | Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr. |
| 2006 | SAC | Evaluating the intrinsic dimension of evolving data streams. | Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos |
| 2006 | VLDB | SIREN: A Similarity Retrieval Engine for Complex Data. | Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr. |
| 2006 | VLDB | GMine: A System for Scalable, Interactive Graph Visualization and Mining. | Jos Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec |
| 2005 | AICCSA | Enhanced visual evaluation of feature extractors for image mining. | Jos Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr. |
| 2005 | CBMS | Fractal Analysis of Image Textures for Indexing and Retrieval by Content. | Andr G. R. Balan, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques |
| 2005 | ISM | 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. |
| 2005 | ISM | Global Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms. | Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr. |
| 2005 | SAC | Accelerating approximate similarity queries using genetic algorithms. | Renato Bueno, Agma J. M. Traina, Caetano Traina Jr. |
| 2005 | SAC | MAMView: a visual tool for exploring and understanding metric access methods. | Fabio Jun Takada Chino, Marcos R. Vieira, Agma J. M. Traina, Caetano Traina Jr. |
| 2005 | SAC | Image domain formalization for content-based image retrieval. | Caetano Traina Jr., Josiel Maimoni de Figueiredo, Agma J. M. Traina |
| 2004 | CBMS | Content-based Image Retrieval Using Approximate Shape of Objects. | Agma J. M. Traina, Andr G. R. Balan, Luis M. Bortolotti, Caetano Traina Jr. |
| 2004 | CBMS | Including Conditional Operators in Content-Based Image Retrieval in Large Sets of Medical Exams. | Caetano Traina Jr., Agma J. M. Traina, Josiel Maimoni de Figueiredo |
| 2004 | CBMS | Knowledge Extraction using Visualization of Hemoglobin Parameters to Identify Thalassemia. | Carlos Roberto Valncio, Mauricio N. Tronco, Ana C. Bonini-Domingos, Cludia R. Bonini-Domingos, Caetano Traina Jr., Agma J. M. Traina |
| 2003 | CBMS | Retrieval by Content of Medical Images Using Texture for Tissue Identification. | Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr. |
| 2003 | CBMS | MultiWaveMed: A System for Medical Image Retrieval through Wavelets Transformations. | Agma J. M. Traina, Csar A. B. Castan, Caetano Traina Jr. |
| 2003 | CBMS | Integrating Images to Patient Electronic Medical Records through Content-Based Retrieval Techniques. | Agma J. M. Traina, Natalia Abdala Rosa, Caetano Traina Jr. |
| 2002 | ADBIS | Visually Mining on Multiple Relational Tables at Once. | Maria Camila Nardini Barioni, Humberto Luiz Razente, Caetano Traina Jr., Agma J. M. Traina |
| 2002 | CBMS | Extending Relational atabases to Support Content-based Retrieval of Medical Images. | Myrian R. B. Araujo, Caetano Traina Jr., Agma J. M. Traina, Josiane Maria Bueno, Humberto Luiz Razente |
| 2002 | CBMS | How to Add Content-based Image Retrieval Capability in a PACS. | Josiane Maria Bueno, Fabio Jun Takada Chino, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques |
| 2002 | CIKM | How to improve the pruning ability of dynamic metric access methods. | Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos |
| 2001 | ICDE | Similarity Search without Tears: The OMNI Family of All-purpose Access Methods. | Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos |
| 2001 | KDD | Tri-plots: scalable tools for multidimensional data mining. | Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos |
| 2000 | EDBT | Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. | Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos |
| 2000 | ICDE | Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. | Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos |
| 2000 | SIGMOD | Spatial Join Selectivity Using Power Laws. | Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr. |
| 1998 | SAC | Support to content-based image query in object-oriented databases. | Caetano Traina Jr., Agma J. M. Traina, Rildo R. dos Santos, Edna Y. Senzako |
| 1997 | CBMS | 3D reconstruction of magnetic resonance imaging using largely spaced slices. | Agma J. M. Traina, Afonso H. M. A. Prado, Josiane Maria Bueno |