Construção de Ferramentas de Apoio a Projetos Utilizando um Gerenciador de Bases de Dados com Suporte de Esquemas Suplementares. - Luiz Camolesi Júnior; Caetano Traina Júnior (SBES, 1992)

Use of a Semantically Grained Database System for Distribution and Control Within Design Environments. - Caetano Traina Jr.; João Eduardo Ferreira; Mauro Biajiz (Euro-Par, 1997)

Content-Based Retrieval of Musical Scores in an Object-Oriented Database System. - Marisa Beck Figueiredo; Caetano Traina Jr.; Agma J. M. Traina (IADT, 1998)

A Tool for Content-Based Image Retrieval in Object-Oriented Databases. - Caetano Traina Jr.; Agma J. M. Traina; Rildo R. dos Santos; Edna Y. Senzako (IADT, 1998)

Support to content-based image query in object-oriented databases. - Caetano Traina Jr.; Agma J. M. Traina; Rildo R. dos Santos; Edna Y. Senzako (SAC, 1998)

Classification Abstraction: An Intrinsic Element in Database Systems. - Elaine P. Machado; Caetano Traina Jr.; Myrian R. B. Araujo (ADVIS, 2000)

Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. - Caetano Traina Jr.; Agma J. M. Traina; Bernhard Seeger; Christos Faloutsos (EDBT, 2000)

Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. - Caetano Traina Jr.; Agma J. M. Traina; Christos Faloutsos (ICDE, 2000)

Spatial Join Selectivity Using Power Laws. - Christos Faloutsos; Bernhard Seeger; Agma J. M. Traina; Caetano Traina Jr. (SIGMOD Conference, 2000)

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 (ICDE, 2001)

Tri-plots: scalable tools for multidimensional data mining. - Agma J. M. Traina; Caetano Traina Jr.; Spiros Papadimitriou; Christos Faloutsos (KDD, 2001)

Visualização de Dados em Sistemas de Bases de Dados Relacionais. - Agma J. M. Traina; Caetano Traina Jr.; Elisângela Botelho; Maria Camila Nardini Barioni; Renato Bueno (SBBD, 2001)

Consultas por Similaridade em Dados Multimídia. - Caetano Traina Jr.; Agma J. M. Traina; Roberto F. Santos Filho (SBBD, 2001)

Visually Mining on Multiple Relational Tables at Once. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Caetano Traina Jr.; Agma J. M. Traina (ADBIS Research Communications, 2002)

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 (CBMS, 2002)

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 (CBMS, 2002)

How to improve the pruning ability of dynamic metric access methods. - Caetano Traina Jr.; Agma J. M. Traina; Roberto F. Santos Filho; Christos Faloutsos (CIKM, 2002)

Extending SQL to Support Image Content-based Retrieval. - Myrian R. B. Araujo; Agma J. M. Traina; Caetano Traina Jr. (ISDB, 2002)

Data Visualization in RDBMS. - Maria Camila Nardini Barioni; Elisângela Botelho; Christos Faloutsos; Humberto Luiz Razente; Agma J. M. Traina; Caetano Traina Jr. (ISDB, 2002)

The Metric Histogram: A New and Efficient Approach for Content-based Image Retrieval. - Paulo M. Azevedo-Marques; Agma J. M. Traina; Caetano Traina Jr.; Josiane Maria Bueno (VDB, 2002)

Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. - Caetano Traina Jr.; Agma J. M. Traina; Christos Faloutsos; Bernhard Seeger (IEEE Trans. Knowl. Data Eng., 2002)

Retrieval by Content of Medical Images Using Texture for Tissue Identification. - Joaquim Cezar Felipe; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2003)

MultiWaveMed: A System for Medical Image Retrieval through Wavelets Transformations. - Agma J. M. Traina; César A. B. Castañón; Caetano Traina Jr. (CBMS, 2003)

Integrating Images to Patient Electronic Medical Records through Content-Based Retrieval Techniques. - Agma J. M. Traina; Natalia Abdala Rosa; Caetano Traina Jr. (CBMS, 2003)

Operadores de Seleção por Similaridade para Sistemas de Gerenciamento de Bases de Dados Relacionais. - Adriano S. Arantes; Marcos R. Vieira; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2003)

Aumento da Eficiência das Estruturas de Indexação Métricas com Uso de Conceitos da Lógica Nebulosa. - Claudio Haruo Yamamoto; Mauro Biajiz; Caetano Traina Jr. (SBBD, 2003)

Using Efficient Visual Exploration Techniques to Evaluate Features for Content-Based Image Retrieval. - José Fernando Rodrigues Jr.; César A. B. Castañón; Caetano Traina Jr.; Agma J. M. Traina (SIBGRAPI, 2003)

Frequency Plot and Relevance Plot to Enhance Visual Data Exploration. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (SIBGRAPI, 2003)

Efficient Content-Based Image Retrieval through Metric Histograms. - Agma J. M. Traina; Caetano Traina Jr.; Josiane Maria Bueno; Fabio Jun Takada Chino; Paulo M. Azevedo-Marques (World Wide Web, 2003)

Content-based Image Retrieval Using Approximate Shape of Objects. - Agma J. M. Traina; André G. R. Balan; Luis M. Bortolotti; Caetano Traina Jr. (CBMS, 2004)

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 (CBMS, 2004)

Knowledge Extraction using Visualization of Hemoglobin Parameters to Identify Thalassemia. - Carlos Roberto Valêncio; Mauricio N. Tronco; Ana C. Bonini-Domingos; Cláudia R. Bonini-Domingos; Caetano Traina Jr.; Agma J. M. Traina (CBMS, 2004)

Visual Analysis of Feature Selection for Data Mining Processes. - Humberto Luiz Razente; Fabio Jun Takada Chino; Maria Camila Nardini Barioni; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2004)

Efficient Algorithms to Execute Complex Similarity Queries in RDBMS. - Adriano S. Arantes; Marcos R. Vieira; Caetano Traina Jr.; Agma J. M. Traina (J. Braz. Comput. Soc., 2004)

Enhanced visual evaluation of feature extractors for image mining. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (AICCSA, 2005)

Fractal Analysis of Image Textures for Indexing and Retrieval by Content. - André G. R. Balan; Agma J. M. Traina; Caetano Traina Jr.; Paulo M. Azevedo-Marques (CBMS, 2005)

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. (ISM, 2005)

Global Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms. - Joaquim Cezar Felipe; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2005)

Accelerating approximate similarity queries using genetic algorithms. - Renato Bueno; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2005)

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. (SAC, 2005)

Image domain formalization for content-based image retrieval. - Caetano Traina Jr.; Josiel Maimoni de Figueiredo; Agma J. M. Traina (SAC, 2005)

Querying complex objects by similarity in SQL. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2005)

Algoritmos Genéticos para Consultas por Similaridade Aproximadas. - Renato Bueno; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2005)

Visualization Tree, Multiple Linked Analytical Decisions. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (Smart Graphics, 2005)

Using an image-extended relational database to support content-based image retrieval in a PACS. - Caetano Traina Jr.; Agma J. M. Traina; Myrian R. B. Araujo; Josiane Maria Bueno; Fabio Jun Takada Chino; Humberto Luiz Razente; Paulo M. Azevedo-Marques (Comput. Methods Programs Biomed., 2005)

Distance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria. - Ives Rene Venturini Pola; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2006)

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. (CBMS, 2006)

Fighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques. - Agma J. M. Traina; Joselene Marques; Caetano Traina Jr. (CBMS, 2006)

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 (CIKM, 2006)

Perceptual Distance Functions for Similarity Retrieval of Medical Images. - Joaquim Cezar Felipe; Agma J. M. Traina; Caetano Traina Jr. (CIVR, 2006)

SuperGraph Visualization. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Christos Faloutsos; Caetano Traina Jr. (ISM, 2006)

Reviewing Data Visualization: an Analytical Taxonomical Study. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Maria Cristina Ferreira de Oliveira; Caetano Traina Jr. (IV, 2006)

Comparing images with distance functions based on attribute interaction. - Joaquim Cezar Felipe; Paulo M. Azevedo-Marques; André G. R. Balan; Caetano Traina Jr.; Agma J. M. Traina (SAC, 2006)

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. (SAC, 2006)

A new similarity measure for histograms applied to content-based retrieval of medical images. - Joaquim Cezar Felipe; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2006)

Evaluating the intrinsic dimension of evolving data streams. - Elaine P. M. de Sousa; Agma J. M. Traina; Caetano Traina Jr.; Christos Faloutsos (SAC, 2006)

An Efficient Approach to Scale up k-medoid based Algorithms in Large Databases. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2006)

SIREN: A Similarity Retrieval Engine for Complex Data. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Agma J. M. Traina; Caetano Traina Jr. (VLDB, 2006)

DBM-Tree: Trading Height-Balancing for Performance in Metric Access Methods. - Marcos R. Vieira; Caetano Traina Jr.; Fabio Jun Takada Chino; Agma J. M. Traina (J. Braz. Comput. Soc., 2006)

Efficient Discovery of Unusual Patterns in Time Series . - Elaine P. M. de Sousa; Agma J. M. Traina; Caetano Traina Jr.; Christos Faloutsos (New Gener. Comput., 2006)

The MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes. - Ives Rene Venturini Pola; Caetano Traina Jr.; Agma J. M. Traina (ADBIS, 2007)

HEAD: The Human Encephalon Automatic Delimiter. - André G. R. Balan; Agma J. M. Traina; Marcela X. Ribeiro; Paulo M. Azevedo-Marques; Caetano Traina Jr. (CBMS, 2007)

SuGAR: A Framework to Support Mammogram Diagnosis. - Marcela X. Ribeiro; Agma J. M. Traina; André G. R. Balan; Caetano Traina Jr.; Paulo M. Azevedo-Marques (CBMS, 2007)

An efficient framework for similarity query optimization. - Mônica Ribeiro Porto Ferreira; Caetano Traina Jr.; Agma J. M. Traina (GIS, 2007)

A Density-Biased Sampling Technique to Improve Cluster Representativeness. - Ana Paula Appel; Adriano Arantes Paterlini; Elaine P. M. de Sousa; Agma J. M. Traina; Caetano Traina Jr. (PKDD, 2007)

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. (SAC, 2007)

An effective cost model for similarity queries in metric spaces. - Gisele Busichia Baioco; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2007)

Constrained Aggregate Similarity Queries in Metric Spaces. - Humberto Luiz Razente; Maria Camila Nardini Barioni; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2007)

Bulk-loading Dynamic Metric Access Methods. - Thiago Galbiatti Vespa; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2007)

MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries. - Gisele Busichia Baioco; Agma J. M. Traina; Caetano Traina Jr. (SSDBM, 2007)

Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. - Marcos R. Vieira; Caetano Traina Jr.; Agma J. M. Traina; Adriano S. Arantes; Christos Faloutsos (SSDBM, 2007)

A fast and effective method to find correlations among attributes in databases. - Elaine P. M. de Sousa; Caetano Traina Jr.; Agma J. M. Traina; Leejay Wu; Christos Faloutsos (Data Min. Knowl. Discov., 2007)

Genetic algorithms for approximate similarity queries. - Renato Bueno; Agma Juci Machado Traina; Caetano Traina Jr. (Data Knowl. Eng., 2007)

The spatial-perceptual design space: a new comprehension for data visualization. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Maria Cristina Ferreira de Oliveira; Caetano Traina Jr. (Inf. Vis., 2007)

The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient. - Caetano Traina Jr.; Roberto F. Santos Filho; Agma J. M. Traina; Marcos R. Vieira; Christos Faloutsos (VLDB J., 2007)

nsP-index: A Robust and Persistent Index for Nucleotide Sequences. - Ricardo Rodrigues Ciferri; Cristina Dutra de Aguiar Ciferri; Caio César Mori Carélo; Caetano Traina Jr. (ADBIS (local proceedings), 2008)

Content-Based Retrieval of Medical Images by Continuous Feature Selection. - Pedro Henrique Bugatti; Marcela Xavier Ribeiro; Agma Juci Machado Traina; Caetano Traina Jr. (CBMS, 2008)

How 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 (CBMS, 2008)

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. (CIKM, 2008)

A new method to efficiently reduce histogram dimensionality. - Pedro Henrique Bugatti; Agma J. M. Traina; Joaquim Cezar Felipe; Caetano Traina (Computer-Aided Diagnosis, 2008)

Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images. - Carolina W. da Silva; Marcela Xavier Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (PRIS, 2008)

An algorithm for effective deletion and a new optimization technique for metric access methods. - Renato Bueno; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2008)

Assessing the best integration between distance-function and image-feature to answer similarity queries. - Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2008)

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. (SAC, 2008)

A new algorithm for data discretization and feature selection. - Marcela Xavier Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2008)

Paginação de Resultados em Consultas por Abrangência. - Fábio C. M. Ricotta; Thatyana de Faria Piola Seraphim; Enzo Seraphim; Edmilson Marmo Moreira; Caetano Traina Jr. (SBBD, 2008)

Reconciliando Dados de Cunho Acadêmico. - Bruno Tomazela; Cristina Dutra de Aguiar Ciferri; Caetano Traina Jr. (SBBD, 2008)

The Visual Expression Process: Bridging Vision and Data Visualization. - José Fernando Rodrigues Jr.; André G. R. Balan; Agma J. M. Traina; Caetano Traina Jr. (Smart Graphics, 2008)

A 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. (SSDBM, 2008)

Improving CBIR using feature extraction based on wavelet transform. - Carolina W. da Silva; Pedro Henrique Bugatti; Marcela X. Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (WebMedia, 2008)

Data pre-processing: a new algorithm for feature selection and data discretization. - Marcela X. Ribeiro; Mônica Ribeiro Porto Ferreira; Caetano Traina Jr.; Agma J. M. Traina (CSTST, 2008)

Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge. - Paulo Mazzoncini de Azevedo Marques; Natalia Abdala Rosa; Agma Juci Machado Traina; Caetano Traina Jr.; Sérgio Koodi Kinoshita; Rangaraj M. Rangayyan (Int. J. Comput. Assist. Radiol. Surg., 2008)

Accelerating k-medoid-based algorithms through metric access methods. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Agma Juci Machado Traina; Caetano Traina Jr. (J. Syst. Softw., 2008)

An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency. - Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr.; Paulo M. Azevedo-Marques (IEEE Trans. Multim., 2008)

Mining Patterns for Visual Interpretation in a Multiple-Views Environment. - José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (Visual Data Mining, 2008)

The Onion-Tree: Quick Indexing of Complex Data in the Main Memory. - Caio César Mori Carélo; Ives Rene Venturini Pola; Ricardo Rodrigues Ciferri; Agma Juci Machado Traina; Caetano Traina Jr.; Cristina Dutra de Aguiar Ciferri (ADBIS, 2009)

Identifying Algebraic Properties to Support Optimization of Unary Similarity Queries. - Mônica Ribeiro Porto Ferreira; Agma J. M. Traina; Ires Dias; Richard Chbeir; Caetano Traina Jr. (AMW, 2009)

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. (CBMS, 2009)

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 (CBMS, 2009)

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. (CBMS, 2009)

Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms. - Sérgio Francisco da Silva; Agma Juci Machado Traina; Marcela Xavier Ribeiro; João do E. S. Batista Neto; Caetano Traina Jr. (CBMS, 2009)

Incorporating Metric Access Methods for Similarity Searching on Oracle Database. - Daniel S. Kaster; Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2009)

Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Jurandir Zullo Jr.; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2009)

Time-Aware Similarity Search: A Metric-Temporal Representation for Complex Data. - Renato Bueno; Daniel S. Kaster; Agma Juci Machado Traina; Caetano Traina Jr. (SSTD, 2009)

Easing the Dimensionality Curse by Stretching Metric Spaces. - Ives Rene Venturini Pola; Agma J. M. Traina; Caetano Traina Jr. (SSDBM, 2009)

Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. - Marcela Xavier Ribeiro; Pedro Henrique Bugatti; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Natalia Abdala Rosa; Agma J. M. Traina (Data Knowl. Eng., 2009)

How to Cope with the Performance Gap in Content-Based Image Retrieval Systems. - Agma J. M. Traina; Caetano Traina Jr.; Cristina Dutra de Aguiar Ciferri; Marcela Xavier Ribeiro; Paulo Mazzoncini de Azevedo Marques (Int. J. Heal. Inf. Syst. Informatics, 2009)

A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images. - Joaquim Cezar Felipe; Caetano Traina Jr.; Agma Juci Machado Traina (J. Digit. Imaging, 2009)

Seamlessly integrating similarity queries in SQL. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Agma Juci Machado Traina; Caetano Traina Jr. (Softw. Pract. Exp., 2009)

Mining Statistical Association Rules to Select the Most Relevant Medical Image Features. - Marcela X. Ribeiro; André G. R. Balan; Joaquim Cezar Felipe; Agma Juci Machado Traina; Caetano Traina Jr. (Mining Complex Data, 2009)

Improving medical image retrieval through multi-descriptor similarity functions and association rules. - Renato Bueno; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2010)

Integrating user preference to similarity queries over medical images datasets. - Mônica Ribeiro Porto Ferreira; Marcelo Ponciano-Silva; Agma J. M. Traina; Caetano Traina Jr.; Sandra de Amo; Fabíola Souza F. Pereira; Richard Chbeir (CBMS, 2010)

A new feature descriptor derived from Hilbert space-filling curve to assist breast cancer classification. - Denise Guliato; Walter Alexandre A. de Oliveira; Caetano Traina Jr. (CBMS, 2010)

Finding Clusters in subspaces of very large, multi-dimensional datasets. - Robson Leonardo Ferreira Cordeiro; Agma J. M. Traina; Christos Faloutsos; Caetano Traina Jr. (ICDE, 2010)

QMAS: Querying, Mining and Summarization of Multi-modal Databases. - Robson Leonardo Ferreira Cordeiro; Fan Guo 006; Donna S. Haverkamp; James H. Horne; Ellen K. Hughes; Gunhee Kim; Agma J. M. Traina; Caetano Traina Jr.; Christos Faloutsos (ICDM, 2010)

Statistical Associative Classification of Mammograms - The SACMiner Method. - Carolina Yukari Veludo Watanabe; Marcela Xavier Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (2), 2010)

SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images. - Carolina Yukari Veludo Watanabe; Marcela X. Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (ICEIS, 2010)

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 (IGARSS, 2010)

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. (IV, 2010)

Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. - José Fernando Rodrigues Jr.; Luciana A. S. Romani; Agma Juci Machado Traina; Caetano Traina Jr. (IV, 2010)

CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Jurandir Zullo Jr.; Richard Chbeir; Caetano Traina Jr.; Agma J. M. Traina (SAC, 2010)

Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. - Santiago Augusto Nunes; Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Caetano Traina Jr.; Elaine P. M. de Sousa; Agma J. M. Traina (SBBD (Posters), 2010)

A visual framework to understand similarity queries and explore data in Metric Access Methods. - Marcos R. Vieira; Fabio Jun Takada Chino; Caetano Traina Jr.; Agma J. M. Traina (Int. J. Bus. Intell. Data Min., 2010)

Efficient bulk-loading on dynamic metric access methods. - Thiago Galbiatti Vespa; Caetano Traina Jr.; Agma J. M. Traina (Inf. Syst., 2010)

RDBMS as an Efficient Tool to Mine Cliques on Complex Networks. - Ana Paula Appel; Adriano Arantes Paterlini; Caetano Traina Jr. (J. Inf. Data Manag., 2010)

Adding Knowledge Extracted by Association Rules into Similarity Queries. - Mônica Ribeiro Porto Ferreira; Marcela X. Ribeiro; Agma J. M. Traina; Richard Chbeir; Caetano Traina Jr. (J. Inf. Data Manag., 2010)

FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database. - Daniel S. Kaster; Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2010)

Editorial. - Wagner Meira Jr.; Ana Carolina Salgado; Caetano Traina Jr.; Carlos Alberto Heuser; Edleno Silva de Moura (J. Inf. Data Manag., 2010)

Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Jurandir Zullo Jr.; Caetano Traina Jr.; Agma J. M. Traina (J. Inf. Data Manag., 2010)

Fast Feature Selection using Fractal Dimension - Ten Years Later. - Caetano Traina Jr.; Agma J. M. Traina; Christos Faloutsos (J. Inf. Data Manag., 2010)

Fast feature selection using fractal dimension. - Caetano Traina Jr.; Agma J. M. Traina; Leejay Wu; Christos Faloutsos (J. Inf. Data Manag., 2010)

Revisiting the DBM-Tree. - Marcos R. Vieira; Fabio Jun Takada Chino; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2010)

DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data. - Marcos R. Vieira; Caetano Traina Jr.; Fabio Jun Takada Chino; Agma J. M. Traina (J. Inf. Data Manag., 2010)

Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs. - Ana Paula Appel; Christos Faloutsos; Caetano Traina Jr. (Graph Data Management, 2011)

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 (CBMS, 2011)

Improving content-based retrieval of medical images through dynamic distance on relevance feedback. - Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2011)

Feature Selection Guided by Perception in Medical CBIR Systems. - Pedro Henrique Bugatti; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (HISB, 2011)

On query result diversification. - Marcos R. Vieira; Humberto Luiz Razente; Maria Camila Nardini Barioni; Marios Hadjieleftheriou; Divesh Srivastava; Caetano Traina Jr.; Vassilis J. Tsotras (ICDE, 2011)

MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval. - Daniel S. Kaster; Pedro Henrique Bugatti; Marcelo Ponciano-Silva; Agma J. M. Traina; Paulo M. Azevedo-Marques; Antonio Carlos dos Santos; Caetano Traina Jr. (ITBAM, 2011)

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. (IV, 2011)

The digital library of historical cartography of the University of São Paulo. - Rogerio Toshiaki Kondo; Maria de Lourdes Rebucci Lirani; Anderson Canale Garcia; Iris Kantor; Caetano Traina Jr. (JCDL, 2011)

Clustering very large multi-dimensional datasets with MapReduce. - Robson Leonardo Ferreira Cordeiro; Caetano Traina Jr.; Agma Juci Machado Traina; Julio López 002; U Kang; Christos Faloutsos (KDD, 2011)

Integrating user profile in medical CBIR systems to answer perceptual similarity queries. - Pedro Henrique Bugatti; Daniel S. Kaster; Marcelo Ponciano-Silva; Agma J. M. Traina; Caetano Traina Jr. (Computer-Aided Diagnosis, 2011)

Telesto: Indexação de Séries Temporais por Meio de Árvores de Sufixo Generalizadas. - Daniel Yoshinobu Takada Chino; Felipe Alves Louza; Agma Juci Machado Traina; Cristina Dutra de Aguiar Ciferri; Caetano Traina Jr. (SBBD (Short Papers), 2011)

XML document-grammar comparison: related problems and applications. - Joe Tekli; Richard Chbeir; Agma J. M. Traina; Caetano Traina Jr. (Central Eur. J. Comput. Sci., 2011)

Improving the ranking quality of medical image retrieval using a genetic feature selection method. - Sérgio Francisco da Silva; Marcela Xavier Ribeiro; João do E. S. Batista Neto; Caetano Traina Jr.; Agma J. M. Traina (Decis. Support Syst., 2011)

Slicing the metric space to provide quick indexing of complex data in the main memory. - Caio César Mori Carélo; Ives Rene Venturini Pola; Ricardo Rodrigues Ciferri; Agma Juci Machado Traina; Caetano Traina Jr.; Cristina Dutra de Aguiar Ciferri (Inf. Syst., 2011)

Paged similarity queries. - Enzo Seraphim; Thatyana de Faria Piola Seraphim; Edmilson Marmo Moreira; Fábio C. M. Ricotta; Caetano Traina Jr. (Inf. Sci., 2011)

Algebraic Properties to Optimize kNN Queries. - Mônica Ribeiro Porto Ferreira; Lúcio F. D. Santos; Agma J. M. Traina; Ires Dias; Richard Chbeir; Caetano Traina Jr. (J. Inf. Data Manag., 2011)

Nearest Neighbor Queries with Counting Aggregate-based Conditions. - Daniel S. Kaster; Willian D. Oliveira; Renato Bueno; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2011)

Editorial. - Alberto H. F. Laender; Caetano Traina Jr.; Clodoveu A. Davis Jr.; Mirella M. Moro (J. Inf. Data Manag., 2011)

Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. - Santiago Augusto Nunes; Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Caetano Traina Jr.; Elaine P. M. de Sousa; Agma J. M. Traina (J. Inf. Data Manag., 2011)

Using Pivots to Speed-Up k-Medoids Clustering. - Adriano Arantes Paterlini; Mario A. Nascimento; Caetano Traina Jr. (J. Inf. Data Manag., 2011)

DivDB: A System for Diversifying Query Results. - Marcos R. Vieira; Humberto Luiz Razente; Maria Camila Nardini Barioni; Marios Hadjieleftheriou; Divesh Srivastava; Caetano Traina Jr.; Vassilis J. Tsotras (Proc. VLDB Endow., 2011)

k-Gabor: A new feature extraction method for medical images providing internal analysis. - Gabriel Humpire-Mamani; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2012)

FSCoMS: Feature Selection of Medical Images Based on Compactness Measure from Scatterplots. - Gabriel Humpire-Mamani; Agma Juci Machado Traina; Caetano Traina Jr. (HISB, 2012)

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. (ICMLA (1), 2012)

A CAD system based on complex networks theory to characterize mass in mammograms. - Carolina Yukari Veludo Watanabe; Jonathan S. Ramos; Agma J. M. Traina; Caetano Traina Jr. (Computer-Aided Diagnosis, 2012)

Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. - André G. R. Balan; Agma J. M. Traina; Marcela X. Ribeiro; Paulo Mazzoncini de Azevedo Marques; Caetano Traina Jr. (Comput. Biol. Medicine, 2012)

Time Series Indexing Taking Advantage of the Generalized Suffix Tree. - Daniel Yoshinobu Takada Chino; Felipe Alves Louza; Agma Juci Machado Traina; Cristina Dutra de Aguiar Ciferri; Caetano Traina Jr. (J. Inf. Data Manag., 2012)

Data Mining in Large Sets of Complex Data. - Robson L. F. Cordeiro; Christos Faloutsos; Caetano Traina Jr. (Springer, 2013)

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 (CBMS, 2013)

A 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 (CIARP (1), 2013)

A Similarity-Based Approach for Financial Time Series Analysis and Forecasting. - Marcos Vinicius Naves Bedo; Davi Pereira dos Santos; Daniel S. Kaster; Caetano Traina Jr. (DEXA (2), 2013)

The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems. - Daniel Y. T. Chino; Luciana A. S. Romani; Letricia P. S. Avalhais; Willian D. Oliveira; Renata Ribeiro do Valle Gonçalves; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (3), 2013)

Involving users in the gestural language definition process for the NInA framework. - Luciana A. S. Romani; Daniel Y. T. Chino; Letricia P. S. Avalhais; Willian D. Oliveira; Renata R. Gonçalves; Caetano Traina Jr.; Agma J. M. Traina (IHC, 2013)

Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases. - Karina Fasolin; Renato Fileto; Marcelo Krüger; Daniel S. Kaster; Mônica Ribeiro Porto Ferreira; Robson Leonardo Ferreira Cordeiro; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2013)

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 (SISAP, 2013)

Parameter-free and domain-independent similarity search with diversity. - Lúcio F. D. Santos; Willian D. Oliveira; Mônica Ribeiro Porto Ferreira; Agma Juci Machado Traina; Caetano Traina Jr. (SSDBM, 2013)

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 Ávila; Priscila P. Coltri; Caetano Traina Jr.; Robson Leonardo Ferreira Cordeiro; Elaine P. M. de Sousa; Agma J. M. Traina (WWW (Companion Volume), 2013)

ObInject: a NoODMG Persistence and Indexing Framework for Object Injection. - Luiz Olmes Carvalho; Thatyana F. P. Seraphim; Caetano Traina Jr.; Enzo Seraphim (J. Inf. Data Manag., 2013)

Evaluating the Diversification of Similarity Query Results. - Lúcio F. D. Santos; Willian D. Oliveira; Mônica Ribeiro Porto Ferreira; Robson Leonardo Ferreira Cordeiro; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2013)

The Images and Data Bases Group at University of São Paulo. - Agma Juci Machado Traina; Caetano Traina Jr.; Cristina Dutra de Aguiar Ciferri; Elaine Parros Machado de Sousa; José Fernando Rodrigues Jr.; Robson Leonardo Ferreira Cordeiro (J. Inf. Data Manag., 2013)

A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Daniel Y. T. Chino; Jurandir Zullo Jr.; Richard Chbeir; Caetano Traina Jr.; Agma J. M. Traina (IEEE Trans. Geosci. Remote. Sens., 2013)

Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. - Robson Leonardo Ferreira Cordeiro; Agma J. M. Traina; Christos Faloutsos; Caetano Traina Jr. (IEEE Trans. Knowl. Data Eng., 2013)

Large Graph Analysis in the GMine System. - José Fernando Rodrigues Jr.; Hanghang Tong; Jia-Yu Pan; Agma J. M. Traina; Caetano Traina Jr.; Christos Faloutsos (IEEE Trans. Knowl. Data Eng., 2013)

SemIndex: Semantic-Aware Inverted Index. - Richard Chbeir; Yi Luo; Joe Tekli; Kokou Yétongnon; Carlos Raymundo Ibañez; Agma J. M. Traina; Caetano Traina Jr.; Marc Al Assad (ADBIS, 2014)

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. (CBMS, 2014)

Using Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach. - Glauco Vitor Pedrosa; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2014)

Being Similar is Not Enough: How to Bridge Usability Gap through Diversity in Medical Images. - Lúcio F. D. Santos; Marcos Vinicius Naves Bedo; Marcelo Ponciano-Silva; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2014)

TrieMotif - A New and Efﬁcient Method to Mine Frequent K-Motifs from Large Time Series. - Daniel Y. T. Chino; Renata Ribeiro do Valle Gonçalves; Luciana A. S. Romani; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (1), 2014)

Discovering Frequent Patterns on Agrometeorological Data with TrieMotif. - Daniel Y. T. Chino; Renata Ribeiro do Valle Gonçalves; Luciana A. S. Romani; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (Revised Selected Papers), 2014)

MFS-Map: efficient context and content combination to annotate images. - Alceu Ferraz Costa; Agma Juci Machado Traina; Caetano Traina Jr. (SAC, 2014)

Spectral analysis and text processing over the computer science literature: patterns and discoveries. - Rosa Virginia Encinas Quille; Caetano Traina Jr.; José Fernando Rodrigues Jr. (SAC, 2014)

PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles. - Pedro Henrique Bugatti; Daniel S. Kaster; Marcelo Ponciano-Silva; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Agma J. M. Traina (Comput. Biol. Medicine, 2014)

The NOBH-tree: Improving in-memory metric access methods by using metric hyperplanes with non-overlapping nodes. - Ives Rene Venturini Pola; Caetano Traina Jr.; Agma Juci Machado Traina (Data Knowl. Eng., 2014)

QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. - Robson L. F. Cordeiro; Fan Guo 006; Donna S. Haverkamp; James H. Horne; Ellen K. Hughes; Gunhee Kim; Luciana A. S. Romani; Priscila P. Coltri; Tamires T. Souza; Agma J. M. Traina; Caetano Traina Jr.; Christos Faloutsos (Inf. Sci., 2014)

Seamless Integration of Distance Functions and Feature Vectors for Similarity-Queries Processing. - Marcos Vinicius Naves Bedo; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2014)

Analyzing Missing Data in Metric Spaces. - Safia Brinis; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2014)

A Wider Concept for Similarity Joins. - Luiz Olmes Carvalho; Willian Dener de Oliveira; Ives Rene Venturini Pola; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2014)

Embedding k-Nearest Neighbor Queries into Relational Database Management Systems. - Gabriel V. De Pierro; Mônica Ribeiro Porto Ferreira; Lúcio F. D. Santos; Willian D. Oliveira; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2014)

Open issues for partitioning clustering methods: an overview. - Maria Camila Nardini Barioni; Humberto Luiz Razente; Alessandra M. R. Marcelino; Agma J. M. Traina; Caetano Traina Jr. (WIREs Data Mining Knowl. Discov., 2014)

Improving 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 (ADBIS, 2015)

Color 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. (CBMS, 2015)

Techniques for Effective and Efficient Fire Detection from Social Media Images. - Marcos Vinicius Naves Bedo; Gustavo Blanco; Willian D. Oliveira; Mirela T. Cazzolato; Alceu Ferraz Costa; José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (ICEIS (1), 2015)

Fire Detection from Social Media Images by Means of Instance-Based Learning. - Marcos Vinicius Naves Bedo; Willian Dener de Oliveira; Mirela Teixeira Cazzolato; Alceu Ferraz Costa; Gustavo Blanco; José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (ICEIS (Revised Selected Papers), 2015)

Self Similarity Wide-Joins for Near-Duplicate Image Detection. - Luiz Olmes Carvalho; Lúcio F. D. Santos; Willian D. Oliveira; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2015)

Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method. - Lúcio F. D. Santos; Rafael L. Dias; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2015)

RSC: Mining and Modeling Temporal Activity in Social Media. - Alceu Ferraz Costa; Yuto Yamaguchi; Agma Juci Machado Traina; Caetano Traina Jr.; Christos Faloutsos (KDD, 2015)

Combine-and-conquer: improving the diversity in similarity search through influence sampling. - Lúcio F. D. Santos; Willian D. Oliveira; Luiz Olmes Carvalho; Mônica Ribeiro Porto Ferreira; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2015)

Similarity Joins and Beyond: An Extended Set of Binary Operators with Order. - Luiz Olmes Carvalho; Lúcio F. D. Santos; Willian D. Oliveira; Agma Juci Machado Traina; Caetano Traina Jr. (SISAP, 2015)

Improving Metric Access Methods with Bucket Files. - Ives Rene Venturini Pola; Agma J. M. Traina; Caetano Traina Jr.; Daniel dos Santos Kaster (SISAP, 2015)

Diversity in Similarity Joins. - Lúcio F. D. Santos; Luiz Olmes Carvalho; Willian D. Oliveira; Agma J. M. Traina; Caetano Traina Jr. (SISAP, 2015)

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. (SSDBM, 2015)

Similarity sets: A new concept of sets to seamlessly handle similarity in database management systems. - Ives Rene Venturini Pola; Robson L. F. Cordeiro; Caetano Traina Jr.; Agma J. M. Traina (Inf. Syst., 2015)

Approximate XML structure validation based on document-grammar tree similarity. - Joe Tekli; Richard Chbeir; Agma J. M. Traina; Caetano Traina Jr.; Renato Fileto (Inf. Sci., 2015)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro (J. Inf. Data Manag., 2015)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Sandra de Amo; Clodoveu A. Davis Jr. (J. Inf. Data Manag., 2015)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Renata de Matos Galante; Tatiana Aires Tavares (J. Inf. Data Manag., 2015)

Vote-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 (ICDM, 2016)

Efficient Self-similarity Range Wide-joins Fostering Near-duplicate Image Detection in Emergency Scenarios. - Luiz Olmes Carvalho; Lúcio F. D. Santos; Willian D. Oliveira; Agma J. M. Traina; Caetano Traina Jr. (ICEIS (1), 2016)

Pivot-Based Similarity Wide-Joins Fostering Near-Duplicate Detection. - Luiz Olmes Carvalho; Lucio Fernandes Dutra Santos; Agma Juci Machado Traina; Caetano Traina Jr. (ICEIS (Revised Selected Papers), 2016)

On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. - Paulo H. Oliveira; Antonio C. Fraideinberze; Natan A. Laverde; Hugo Gualdron; André S. Gonzaga; Lucas D. Ferreira; Willian D. Oliveira; José F. Rodrigues Jr.; Robson L. F. Cordeiro; Caetano Traina Jr.; Agma J. M. Traina; Elaine P. M. de Sousa (ICEIS (1), 2016)

A Label-Scaled Similarity Measure for Content-Based Image Retrieval. - Gustavo Blanco; Marcos Vinicius Naves Bedo; Mirela T. Cazzolato; Lúcio F. D. Santos; Ana Elisa Serafim Jorge; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Agma J. M. Traina (ISM, 2016)

When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence. - Lúcio F. D. Santos; Luiz Olmes Carvalho; Marcos Vinicius Naves Bedo; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2016)

Unveiling smoke in social images with the SmokeBlock approach. - Mirela T. Cazzolato; Marcos Vinicius Naves Bedo; Alceu Ferraz Costa; Jéssica Andressa de Souza; Caetano Traina Jr.; José Fernando Rodrigues Jr.; Agma J. M. Traina (SAC, 2016)

Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. - Gabriel Spadon; Lucas C. Scabora; Marcus V. S. Araujo; Paulo H. Oliveira; Bruno Brandoli Machado; Elaine P. M. de Sousa; Caetano Traina Jr.; José F. Rodrigues Jr. (CoRR, 2016)

Preface. - Agma Juci Machado Traina; Caetano Traina Júnior (Inf. Syst., 2016)

Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy. - Marcos Vinicius Naves Bedo; Davi Pereira dos Santos; Marcelo Ponciano-Silva; Paulo Mazzoncini de Azevedo Marques; André Carlos Ponce de Leon Ferreira de Carvalho; Caetano Traina Jr. (J. Digit. Imaging, 2016)

Editorial. - Robson L. F. Cordeiro; Caetano Traina Júnior; Renato Fileto (J. Inf. Data Manag., 2016)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Vanessa Braganholo (J. Inf. Data Manag., 2016)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Leandro Balby Marinho (J. Inf. Data Manag., 2016)

BREATH: Heat Maps Assisting the Detection of Abnormal Lung Regions in CT Scans. - Mirela Teixeira Cazzolato; Lucas de Carvalho Scabora; Alceu Ferraz Costa; Marcos Roberto Nesso Junior; Luis Fernando Milano Oliveira; Daniel dos Santos Kaster; Caetano Traina Júnior; Agma Juci Machado Traina (CBMS, 2017)

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. (CBMS, 2017)

Behavioral 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.; José F. Rodrigues Jr. (ICCS, 2017)

One 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 (SAC, 2017)

A Spline-based Cost Model for Metric Trees. - Marcos V. N. Bedo; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2017)

Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k. - Lucas C. Scabora; Paulo H. Oliveira; Daniel S. Kaster; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2017)

Semantic Similarity Group By Operators for Metric Data. - Natan A. Laverde; Mirela T. Cazzolato; Agma J. M. Traina; Caetano Traina Jr. (SISAP, 2017)

CLAP, ACIR and SCOOP: Novel techniques for improving the performance of dynamic Metric Access Methods. - Paulo H. Oliveira; Caetano Traina Jr.; Daniel S. Kaster (Inf. Syst., 2017)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Cláudio Elízio Calazans Campelo (J. Inf. Data Manag., 2017)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Luiz Henrique de Campos Merschmann (J. Inf. Data Manag., 2017)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Roberto Willrich; Javam C. Machado (J. Inf. Data Manag., 2017)

Modeling Temporal Activity to Detect Anomalous Behavior in Social Media. - Alceu Ferraz Costa; Yuto Yamaguchi; Agma Juci Machado Traina; Caetano Traina Jr.; Christos Faloutsos (ACM Trans. Knowl. Discov. Data, 2017)

ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures. - Daniel Yoshinobu Takada Chino; Lucas de Carvalho Scabora; Mirela Teixeira Cazzolato; Ana Elisa Serafim Jorge; Caetano Traina; Agma Juci Machado Traina (CBMS, 2018)

RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. - Marcos Roberto Nesso Junior; Mirela T. Cazzolato; Lucas C. Scabora; Paulo H. Oliveira; Gabriel Spadon; Jéssica Andressa de Souza; Willian D. Oliveira; Daniel Y. T. Chino; José F. Rodrigues Jr.; Agma J. M. Traina; Caetano Traina (CBMS, 2018)

Exploring Diversified Similarity with Kundaha. - Lúcio F. D. Santos; Gustavo Blanco; Daniel de Oliveira 001; Agma J. M. Traina; Caetano Traina Jr.; Marcos V. N. Bedo (CIKM, 2018)

TendeR-Sims - Similarity Retrieval System for Public Tenders. - Guilherme Q. Vasconcelos; Guilherme F. Zabot; Daniel Mario de Lima; José F. Rodrigues Jr.; Caetano Traina Jr.; Daniel S. Kaster; Robson L. F. Cordeiro (ICEIS (1), 2018)

Upgraded SemIndex Prototype Supporting Intelligent Database Keyword Queries through Disambiguation, Query as You Type, and Parallel Search Algorithms. - Joe Tekli; Richard Chbeir; Agma J. M. Traina; Caetano Traina; Kokou Yétongnon; Carlos Raymundo Ibañez; Christian Kallas (ICCC, 2018)

BoSS: image retrieval using bag-of-superpixels signatures. - Daniel Y. T. Chino; Lucas C. Scabora; Caetano Traina Jr.; Agma J. M. Traina (SAC, 2018)

Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. - Gabriel Spadon; Lucas C. Scabora; Marcos R. Nesso Jr.; Caetano Traina Jr.; José F. Rodrigues Jr. (SBBD, 2018)

The Merkurion approach for similarity searching optimization in Database Management Systems. - Marcos V. N. Bedo; Daniel S. Kaster; Agma J. M. Traina; Caetano Traina Jr. (Data Knowl. Eng., 2018)

Full-fledged semantic indexing and querying model designed for seamless integration in legacy RDBMS. - Joe Tekli; Richard Chbeir; Agma J. M. Traina; Caetano Traina; Kokou Yétongnon; Carlos Raymundo Ibañez; Marc Al Assad; Christian Kallas (Data Knowl. Eng., 2018)

Beyond Hit-or-Miss: A Comparative Study of Synopses for Similarity Searching. - Marcos Vinicius Naves Bedo; Daniel de Oliveira 001; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2018)

Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. - Lucas C. Scabora; Paulo H. Oliveira; Gabriel Spadon; Daniel S. Kaster; José F. Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Júnior (J. Inf. Data Manag., 2018)

How to speed up outliers removal in image matching. - Jonathan S. Ramos; Carolina Yukari Veludo Watanabe; Caetano Traina; Agma J. M. Traina (Pattern Recognit. Lett., 2018)

3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. - Jonathan S. Ramos; Mirela T. Cazzolato; Bruno S. Faiçal; Marcello H. Nogueira-Barbosa; Caetano Traina; Agma J. M. Traina (CBMS, 2019)

UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. - Guilherme F. Zabot; Mirela T. Cazzolato; Lucas C. Scabora; Bruno S. Faiçal; Agma J. M. Traina; Caetano Traina (CBMS, 2019)

Efficient Indexing of Multiple Metric Spaces with Spectra. - Guilherme F. Zabot; Mirela T. Cazzolato; Lucas C. Scabora; Agma J. M. Traina; Caetano Traina (ISM, 2019)

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 (SAC, 2019)

A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice. - Mirela T. Cazzolato; Lucas Santiago Rodrigues; Lucas C. Scabora; Guilherme F. Zabot; Guilherme Q. Vasconcelos; Daniel Y. T. Chino; Ana Elisa Serafim Jorge; Robson L. F. Cordeiro; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2019)

Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg. - Jonathan S. Ramos; Mirela T. Cazzolato; Bruno S. Faiçal; Oscar A. C. Linares; Marcello H. Nogueira-Barbosa; Caetano Traina; Agma J. M. Traina (SIBGRAPI, 2019)

dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions. - Mirela T. Cazzolato; Lucas C. Scabora; Marcos R. Nesso Jr.; Luis Fernando Milano Oliveira; Alceu Ferraz Costa; Daniel S. Kaster; Marcel Koenigkam-Santos; Paulo Mazzoncini de Azevedo Marques; Caetano Traina Jr.; Agma J. M. Traina (Comput. Methods Programs Biomed., 2019)

Querying on large and complex databases by content: Challenges on variety and veracity regarding real applications. - Agma J. M. Traina; Safia Brinis; Glauco Vitor Pedrosa; Letricia P. S. Avalhais; Caetano Traina Jr. (Inf. Syst., 2019)

Hollow-tree: a metric access method for data with missing values. - Safia Brinis; Caetano Traina Jr.; Agma J. M. Traina (J. Intell. Inf. Syst., 2019)

SemIndex+: A semantic indexing scheme for structured, unstructured, and partly structured data. - Joe Tekli; Richard Chbeir; Agma J. M. Traina; Caetano Traina Jr. (Knowl. Based Syst., 2019)

Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories. - Paulo H. Oliveira; Lucas C. Scabora; Mirela T. Cazzolato; Willian D. Oliveira; Rafael S. Paixão; Agma J. M. Traina; Caetano Traina (IEEE J. Biomed. Health Informatics, 2019)

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 (CBMS, 2020)

Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP. - José Maria Clementino; Christian C. Bones; Bruno S. Faiçal; Oscar A. C. Linares; Daniel Mario de Lima; Marco A. Gutierrez 001; Caetano Traina; Agma J. M. Traina (CBMS, 2020)

Enhancing recursive graph querying on RDBMS with data clustering approaches. - Lucas C. Scabora; Gabriel Spadon; Paulo H. Oliveira; José F. Rodrigues Jr.; Caetano Traina Jr. (SAC, 2020)

Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values. - Lucas Santiago Rodrigues; Mirela Teixeira Cazzolato; Agma Juci Machado Traina; Caetano Traina (SISAP, 2020)

A superpixel-driven deep learning approach for the analysis of dermatological wounds. - Gustavo Blanco; Agma J. M. Traina; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Ana Elisa Serafim Jorge; Daniel de Oliveira 001; Marcos V. N. Bedo (Comput. Methods Programs Biomed., 2020)

Segmenting skin ulcers and measuring the wound area using deep convolutional networks. - Daniel Y. T. Chino; Lucas C. Scabora; Mirela T. Cazzolato; Ana Elisa Serafim Jorge; Caetano Traina Jr.; Agma J. M. Traina (Comput. Methods Programs Biomed., 2020)

Batchwise Probabilistic Incremental Data Cleaning. - Paulo H. Oliveira; Daniel S. Kaster; Caetano Traina Jr.; Ihab F. Ilyas (CoRR, 2020)

Analysis of ENEM's attendants between 2012 and 2017 using a clustering approach. - Afonso Matheus Sousa Lima; Alexander Florez; Alexis Lescano; João Victor de Oliveira Novaes; Natalia Martins; Caetano Traina Júnior; Elaine P. M. de Sousa; José F. Rodrigues Júnior; Robson L. F. Cordeiro (J. Inf. Data Manag., 2020)

Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. - José Maria Clementino; Bruno S. Faiçal; Christian C. Bones; Caetano Traina; Marco A. Gutierrez 001; Agma J. M. Traina (CBMS, 2021)

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 Sá Rebelo; Marco A. Gutierrez 001; Caetano Traina; Agma J. M. Traina (CBMS, 2021)

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 (CBMS, 2021)

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 (SAC, 2021)

SHARq: sharing recursive queries in relational databases. - Lucas C. Scabora; Gabriel Spadon; Mirela T. Cazzolato; Daniel S. Kaster; Agma J. M. Traina; José F. Rodrigues Jr.; Caetano Traina Jr. (SAC, 2021)

Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases. - Mirela T. Cazzolato; Lucas Santiago Rodrigues; Marcela X. Ribeiro; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2021)

The UTrack framework for segmenting and measuring dermatological ulcers through 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 Jr.; Agma J. M. Traina (Comput. Biol. Medicine, 2021)

J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval. - João V. O. Novaes; Lúcio F. D. Santos; Luiz Olmes Carvalho; Daniel de Oliveira 001; Marcos V. N. Bedo; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2021)

ORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning. - João Victor de Oliveira Novaes; Lucio Fernandes Dutra Santos; Agma Juci Machado Traina; Caetano Traina Jr. (ADBIS, 2022)

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 (CBMS, 2022)

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 Júlio De Aguiar; Ivar Vargas Belizario; Márcus V. L. Costa; Jamilly G. Maciel; Mirela T. Cazzolato; Caetano Traina; Marcello H. Nogueira-Barbosa; Agma J. M. Traina (CBMS, 2022)

MiDaS: Extract Golden Results from Knowledge Discovery Even over Incomplete Databases. - Lucas Santiago Rodrigues; Thiago Galbiatti Vespa; Igor A. R. Eleutério; Willian D. Oliveira; Agma J. M. Traina; Caetano Traina (ICCS (4), 2022)

Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases. - Erikson Júlio De Aguiar; Karem D. Marcomini; Felipe A. Quirino; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina (Computer-Aided Diagnosis, 2022)

Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases. - Mirela T. Cazzolato; Lucas Santiago Rodrigues; Marcela X. Ribeiro; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina (J. Inf. Data Manag., 2022)

FeatSet+: Visual Features Extracted from Public Image Datasets. - Mirela T. Cazzolato; Lucas C. Scabora; Guilherme F. Zabot; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina (J. Inf. Data Manag., 2022)

Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings. - Erikson Júlio De Aguiar; Márcus V. L. Costa; Caetano Traina; Agma J. M. Traina (CBMS, 2023)

Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. - Mirela T. Cazzolato; Marco Antonio Gutierrez 001; Caetano Traina; Christos Faloutsos; Agma J. M. Traina (CBMS, 2023)

A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model. - Márcus V. L. Costa; Erikson Júlio De Aguiar; Lucas Santiago Rodrigues; Jonathan S. Ramos; Caetano Traina; Agma J. M. Traina (CBMS, 2023)

Similarity Grouping by Influence: Exploring Result Diversification in Similarity Group-by Operators. - Willian D. Oliveira; Anna J. C. Lauton; Caetano Traina Jr.; Lúcio F. D. Santos (SBBD, 2023)

ClinicalPath: A Visualization Tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making. - Claudio D. G. Linhares; Daniel Mario de Lima; Jean R. Ponciano; Mauro M. Olivatto; Marco A. Gutierrez 001; Jorge Poco; Caetano Traina; Agma J. M. Traina (IEEE Trans. Vis. Comput. Graph., 2023)

RADAR-MIX: How to Uncover Adversarial Attacks in Medical Image Analysis through Explainability. - Erikson Júlio De Aguiar; Caetano Traina; Agma J. M. Traina (CBMS, 2024)

A symptom-based community-weighted similarity approach for inpatient health condition monitoring. - Jean R. Ponciano; Mirela T. Cazzolato; Marco Antonio Gutierrez 001; Caetano Traina; Agma J. M. Traina (CBMS, 2024)

Similarity-Slim Extension: Reducing Financial and Computational Costs of Similarity Queries in Document Collections in NoSQL Databases. - William Zaniboni Silva; Igor Alberte Rodrigues Eleutério; Larissa Roberta Teixeira; Agma Juci Machado Traina; Caetano Traina Júnior (ICEIS (1), 2024)

KluSIM: Speeding up K-Medoids Clustering over Dimensional Data with Metric Access Method. - Larissa Roberta Teixeira; Igor A. R. Eleutério; Mirela T. Cazzolato; Marco A. Gutierrez 001; Agma J. M. Traina; Caetano Traina Jr. (ICEIS (1), 2024)

MIGUE-Sim: Speeding Up Similarity Queries with Native RDBMS Resources. - Igor A. R. Eleutério; Mirela T. Cazzolato; Larissa Roberta Teixeira; Marco Antonio Gutierrez 001; Agma Juci Machado Traina; Caetano Traina (SAC, 2024)

Justiça em Modelos de Apoio a Processos de Tomada de Decisão com Uso de Aprendizado Federado. - Êrica Peters do Carmo; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2024)

Combining Semantic Graph Features and a Common Data Model to Exploit the Interoperability of Patient Databases. - Rafael C. G. Conrado; Marco A. Gutierrez 001; Caetano Traina Jr.; Agma J. M. Traina; Mirela T. Cazzolato (SBBD, 2024)

FairMed-FL: Federated Learning for Fair and Unbiased Deep Learning in Medical Imaging. - Êrica Peters do Carmo; Caetano Traina Jr.; Agma J. M. Traina (CBMS, 2025)

Modeling Clinical Data with Attention: A Knowledge Graph Approach with CliniKG. - Eduardo Moura; Rafael C. G. Conrado; Leonardo O. Campos; Mauro Marcel Olivatto; Marco Antonio Gutierrez 001; Caetano Traina; Agma J. M. Traina; Mirela T. Cazzolato (CBMS, 2025)

Cosim-Gres: Towards Similarity Queries Optimization Inside RDBMS. - Igor Alberte Rodrigues Eleutério; Willian Dener de Oliveira; Larissa Roberta Teixeira; Thiago Galbiatti Vespa; William Zaniboni Silva; Agma Juci Machado Traina; Caetano Traina (Softw. Pract. Exp., 2025)

DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images. - Márcus V. L. Costa; Erikson Júlio De Aguiar; Lucas Santiago Rodrigues; Caetano Traina; Agma J. M. Traina (Health Inf. Sci. Syst., 2025)