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Caetano Traina Jr.

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

111

Venues

22

Active years

1997–2025

Best venue rank

A*

Where they publish

Papers

111 indexed papers, newest first.

YearVenueTitleAuthors
2025CBMSFairMed-FL: Federated Learning for Fair and Unbiased Deep Learning in Medical Imaging.rica Peters do Carmo, Caetano Traina Jr., Agma J. M. Traina
2022ADBISORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning.Joo Victor de Oliveira Novaes, Lucio Fernandes Dutra Santos, Agma Juci Machado Traina, Caetano Traina Jr.
2021SACSHARq: 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.
2020SACEnhancing recursive graph querying on RDBMS with data clustering approaches.Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, Jos F. Rodrigues Jr., Caetano Traina Jr.
2019SACThe 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
2018CIKMExploring Diversified Similarity with Kundaha.Lcio F. D. Santos, Gustavo Blanco, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr., Marcos V. N. Bedo
2018SACBoSS: image retrieval using bag-of-superpixels signatures.Daniel Y. T. Chino, Lucas C. Scabora, Caetano Traina Jr., Agma J. M. Traina
2017CBMSEfficiently 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.
2017ICCSBehavioral Characterization of Criminality Spread in Cities.Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., Jos F. Rodrigues Jr.
2017SACOne index to dominate them all: domain indexes for improving queries across multiple tables.Paulo H. Oliveira, Lucas C. Scabora, Caetano Traina Jr., Daniel S. Kaster
2017SISAPSemantic Similarity Group By Operators for Metric Data.Natan A. Laverde, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina Jr.
2016ICDMVote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites.Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2016ISMA 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
2016ISMWhen 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.
2016SACUnveiling 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
2015ADBISImproving the Pruning Ability of Dynamic Metric Access Methods with Local Additional Pivots and Anticipation of Information.Paulo H. Oliveira, Caetano Traina Jr., Daniel S. Kaster
2015CBMSColor and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers.Marcos Vinicius Naves Bedo, Lucio Fernandes Dutra Santos, Willian Dener de Oliveira, Gustavo Blanco, Agma Juci Machado Traina, Marco Antonio Frade, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr.
2015ISMSelf 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.
2015ISMCombining 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.
2015KDDRSC: Mining and Modeling Temporal Activity in Social Media.Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2015SACCombine-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.
2015SISAPSimilarity Joins and Beyond: An Extended Set of Binary Operators with Order.Luiz Olmes Carvalho, Lcio F. D. Santos, Willian D. Oliveira, Agma Juci Machado Traina, Caetano Traina Jr.
2015SISAPImproving Metric Access Methods with Bucket Files.Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr., Daniel dos Santos Kaster
2015SISAPDiversity in Similarity Joins.Lcio F. D. Santos, Luiz Olmes Carvalho, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2015SSDBMCompact 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.
2014ADBISSemIndex: 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
2014CBMSMedInject: 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.
2014CBMSUsing Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach.Glauco Vitor Pedrosa, Agma J. M. Traina, Caetano Traina Jr.
2014CBMSBeing 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.
2014SACMFS-Map: efficient context and content combination to annotate images.Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr.
2014SACSpectral analysis and text processing over the computer science literature: patterns and discoveries.Rosa Virginia Encinas Quille, Caetano Traina Jr., Jos Fernando Rodrigues Jr.
2013CBMSDoes 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
2013CIARPA Differential Method for Representing Spinal MRI for Perceptual-CBIR.Marcelo Ponciano-Silva, Pedro Henrique Bugatti, Rafael Menezes-Reis, Paulo M. Azevedo-Marques, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma Juci Machado Traina
2013DEXAA Similarity-Based Approach for Financial Time Series Analysis and Forecasting.Marcos Vinicius Naves Bedo, Davi Pereira dos Santos, Daniel S. Kaster, Caetano Traina Jr.
2013ISMEfficient 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.
2013WWWAnalysis 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
2013SISAPA 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
2013SSDBMParameter-free and domain-independent similarity search with diversity.Lcio F. D. Santos, Willian D. Oliveira, Mnica Ribeiro Porto Ferreira, Agma Juci Machado Traina, Caetano Traina Jr.
2012CBMSk-Gabor: A new feature extraction method for medical images providing internal analysis.Gabriel Humpire-Mamani, Agma J. M. Traina, Caetano Traina Jr.
2012ICMLAA 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.
2011CBMSThe 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
2011CBMSImproving content-based retrieval of medical images through dynamic distance on relevance feedback.Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2011ICDEOn query result diversification.Marcos R. Vieira, Humberto Luiz Razente, Maria Camila Nardini Barioni, Marios Hadjieleftheriou, Divesh Srivastava, Caetano Traina Jr., Vassilis J. Tsotras
2011IVUsing 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.
2011KDDClustering very large multi-dimensional datasets with MapReduce.Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio Lpez, U Kang, Christos Faloutsos
2010CBMSImproving medical image retrieval through multi-descriptor similarity functions and association rules.Renato Bueno, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2010CBMSIntegrating 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
2010CBMSA new feature descriptor derived from Hilbert space-filling curve to assist breast cancer classification.Denise Guliato, Walter Alexandre A. de Oliveira, Caetano Traina Jr.
2010ICDEFinding Clusters in subspaces of very large, multi-dimensional datasets.Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2010ICDMQMAS: 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
2010IGARSSNew 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
2010IVMetric 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.
2010IVCombining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis.Jos Fernando Rodrigues Jr., Luciana A. S. Romani, Agma Juci Machado Traina, Caetano Traina Jr.
2010SACCLEARMiner: 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
2009ADBISThe Onion-Tree: Quick Indexing of Complex Data in the Main Memory.Caio Csar Mori Carlo, Ives Rene Venturini Pola, Ricardo Rodrigues Ciferri, Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri
2009CBMSUnsupervised 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.
2009CBMSContent-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
2009CBMSIncluding 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.
2009CBMSRanking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms.Srgio Francisco da Silva, Agma Juci Machado Traina, Marcela Xavier Ribeiro, Joo do E. S. Batista Neto, Caetano Traina Jr.
2009SSDBMEasing the Dimensionality Curse by Stretching Metric Spaces.Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.
2008ADBISnsP-index: A Robust and Persistent Index for Nucleotide Sequences.Ricardo Rodrigues Ciferri, Cristina Dutra de Aguiar Ciferri, Caio Csar Mori Carlo, Caetano Traina Jr.
2008CBMSContent-Based Retrieval of Medical Images by Continuous Feature Selection.Pedro Henrique Bugatti, Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr.
2008CBMSHow 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
2008CIKMA 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.
2008SACAn algorithm for effective deletion and a new optimization technique for metric access methods.Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.
2008SACAssessing the best integration between distance-function and image-feature to answer similarity queries.Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2008SACAggregate 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.
2008SACA new algorithm for data discretization and feature selection.Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2008SSDBMA New Approach for Optimization of Dynamic Metric Access Methods Using an Algorithm of Effective Deletion.Renato Bueno, Daniel dos Santos Kaster, Agma Juci Machado Traina, Caetano Traina Jr.
2007ADBISThe MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes.Ives Rene Venturini Pola, Caetano Traina Jr., Agma J. M. Traina
2007CBMSHEAD: The Human Encephalon Automatic Delimiter.Andr G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo M. Azevedo-Marques, Caetano Traina Jr.
2007CBMSSuGAR: A Framework to Support Mammogram Diagnosis.Marcela X. Ribeiro, Agma J. M. Traina, Andr G. R. Balan, Caetano Traina Jr., Paulo M. Azevedo-Marques
2007SACBiased 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.
2007SACAn effective cost model for similarity queries in metric spaces.Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr.
2007SSDBMMAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries.Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr.
2007SSDBMBoosting k-Nearest Neighbor Queries Estimating Suitable Query Radii.Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos
2006CBMSDistance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria.Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.
2006CBMSStatistical 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.
2006CBMSFighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques.Agma J. M. Traina, Joselene Marques, Caetano Traina Jr.
2006CIKMEfficient 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
2006ISMSuperGraph Visualization.Jos Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2006IVReviewing Data Visualization: an Analytical Taxonomical Study.Jos Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.
2006SACComparing 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
2006SACEffective 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.
2006SACA new similarity measure for histograms applied to content-based retrieval of medical images.Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2006SACEvaluating the intrinsic dimension of evolving data streams.Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2006VLDBSIREN: A Similarity Retrieval Engine for Complex Data.Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.
2005AICCSAEnhanced visual evaluation of feature extractors for image mining.Jos Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2005CBMSFractal 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
2005ISMA 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.
2005ISMGlobal Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms.Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2005SACAccelerating approximate similarity queries using genetic algorithms.Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.
2005SACMAMView: a visual tool for exploring and understanding metric access methods.Fabio Jun Takada Chino, Marcos R. Vieira, Agma J. M. Traina, Caetano Traina Jr.
2005SACImage domain formalization for content-based image retrieval.Caetano Traina Jr., Josiel Maimoni de Figueiredo, Agma J. M. Traina
2004CBMSContent-based Image Retrieval Using Approximate Shape of Objects.Agma J. M. Traina, Andr G. R. Balan, Luis M. Bortolotti, Caetano Traina Jr.
2004CBMSIncluding Conditional Operators in Content-Based Image Retrieval in Large Sets of Medical Exams.Caetano Traina Jr., Agma J. M. Traina, Josiel Maimoni de Figueiredo
2004CBMSKnowledge 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
2003CBMSRetrieval by Content of Medical Images Using Texture for Tissue Identification.Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2003CBMSMultiWaveMed: A System for Medical Image Retrieval through Wavelets Transformations.Agma J. M. Traina, Csar A. B. Castan, Caetano Traina Jr.
2003CBMSIntegrating Images to Patient Electronic Medical Records through Content-Based Retrieval Techniques.Agma J. M. Traina, Natalia Abdala Rosa, Caetano Traina Jr.
2002ADBISVisually Mining on Multiple Relational Tables at Once.Maria Camila Nardini Barioni, Humberto Luiz Razente, Caetano Traina Jr., Agma J. M. Traina
2002CBMSExtending 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
2002CBMSHow 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
2002CIKMHow to improve the pruning ability of dynamic metric access methods.Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos
2001ICDESimilarity Search without Tears: The OMNI Family of All-purpose Access Methods.Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2001KDDTri-plots: scalable tools for multidimensional data mining.Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos
2000EDBTSlim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes.Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos
2000ICDEDistance Exponent: A New Concept for Selectivity Estimation in Metric Trees.Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos
2000SIGMODSpatial Join Selectivity Using Power Laws.Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr.
1998SACSupport to content-based image query in object-oriented databases.Caetano Traina Jr., Agma J. M. Traina, Rildo R. dos Santos, Edna Y. Senzako
1997EuroParUse of a Semantically Grained Database System for Distribution and Control Within Design Environments.Caetano Traina Jr., Joo Eduardo Ferreira, Mauro Biajiz