Caetano Traina

发表

The Spatial-Perceptual Design Space: A New Comprehension for Data Visualization†

José Fernando Rodrigues, Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, 2007, Inf. Vis..

Beyond Hit-or-Miss: A Comparative Study of Synopses for Similarity Searching

Agma J. M. Traina, Caetano Traina, Daniel de Oliveira, 2018, J. Inf. Data Manag..

The MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2007, ADBIS.

Image domain formalization for content-based image retrieval

Agma J. M. Traina, Caetano Traina, Josiel Maimoni de Figueiredo, 2005, SAC '05.

Classification Abstraction: An Intrinsic Element in Database Systems

Caetano Traina, Elaine P. Machado, Myrian R. B. Araujo, 2000, ADVIS.

Compact distance histogram: a novel structure to boost k-nearest neighbor queries

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2015, SSDBM.

A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2012, 2012 11th International Conference on Machine Learning and Applications.

Assessing the best integration between distance-function and image-feature to answer similarity queries

Agma J. M. Traina, Caetano Traina, Pedro Henrique Bugatti, 2008, SAC '08.

Modeling Temporal Activity to Detect Anomalous Behavior in Social Media

Christos Faloutsos, Yuto Yamaguchi, Agma J. M. Traina, 2017, ACM Trans. Knowl. Discov. Data.

Parameter-free and domain-independent similarity search with diversity

Agma J. M. Traina, Caetano Traina, Mônica Ribeiro Porto Ferreira, 2013, SSDBM.

Efficient Algorithms to Execute Complex Similarity Queries in RDBMS

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2004, J. Braz. Comput. Soc..

A new algorithm for data discretization and feature selection

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2008, SAC '08.

Integrating user profile in medical CBIR systems to answer perceptual similarity queries

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2011, Medical Imaging.

Agma J. M. Traina, Caetano Traina, Lucio F. D. Santos, 2015, 2015 IEEE International Symposium on Multimedia (ISM).

Efficiently Indexing Multiple Repositories of Medical Image Databases

Agma J. M. Traina, Caetano Traina, Willian D. Oliveira, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2016, 2016 IEEE International Symposium on Multimedia (ISM).

Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs

Ana Paula Appel, Christos Faloutsos, Caetano Traina, 2011, Graph Data Management.

Nearest Neighbor Queries with Counting Aggregate-based Conditions

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2011, J. Inf. Data Manag..

Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento

Caetano Traina, José F. Rodrigues, Gabriel Spadon, 2018, SBBD.

Including the perceptual parameter to tune the retrieval ability of pulmonary CBIR systems

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

Visually Mining on Multiple Relational Tables at Once

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2002, ADBIS Research Communications.

A CAD system based on complex networks theory to characterize mass in mammograms

Agma J. M. Traina, Caetano Traina, Carolina Y. V. Watanabe, 2012, Medical Imaging.

SuperGraph Visualization

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, Eighth IEEE International Symposium on Multimedia (ISM'06).

Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2008, PRIS.

SemIndex: Semantic-Aware Inverted Index

Yi Luo, Richard Chbeir, Agma J. M. Traina, 2014, ADBIS.

Enhanced visual evaluation of feature extractors for image mining

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2005, The 3rd ACS/IEEE International Conference onComputer Systems and Applications, 2005..

The Metric Histogram: A New and Efficient Approach for Content-based Image Retrieval

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2002, VDB.

Finding Clusters in subspaces of very large, multi-dimensional datasets

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2010, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010).

Unveiling smoke in social images with the SmokeBlock approach

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2016, SAC.

Similarity Search and Applications

Caetano Traina, Robson Leonardo Ferreira Cordeiro, Agma Juci Machado Traina, 2014, Lecture Notes in Computer Science.

The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems

Agma J. M. Traina, Caetano Traina, Renata Ribeiro do Valle Gonçalves, 2013, ICEIS.

Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2015, 2015 IEEE International Symposium on Multimedia (ISM).

Agma J. M. Traina, Caetano Traina, Lucio F. D. Santos, 2016, ICEIS.

Analysis of large scale climate data: how well climate change models and data from real sensor networks agree?

Agma J. M. Traina, Caetano Traina, Priscila P. Coltri, 2013, WWW.

Algebraic Properties to Optimize kNN Queries

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2011, J. Inf. Data Manag..

Mining Patterns for Visual Interpretation in a Multiple-Views Environment

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2008, Visual Data Mining.

Evaluating the Diversification of Similarity Query Results

Agma J. M. Traina, Caetano Traina, Mônica Ribeiro Porto Ferreira, 2013, J. Inf. Data Manag..

Frequency plot and relevance plot to enhance visual data exploration

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2003, 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003).

Easing the Dimensionality Curse by Stretching Metric Spaces

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2009, SSDBM.

New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series

Agma J. M. Traina, Caetano Traina, Renata Ribeiro do Valle Gonçalves, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

HEAD: The Human Encephalon Automatic Delimiter

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2007, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07).

Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii

Christos Faloutsos, Marcos R. Vieira, Agma J. M. Traina, 2007, 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007).

Support to content-based image query in object-oriented databases

Agma J. M. Traina, Caetano Traina, Rildo R. dos Santos, 1998, SAC '98.

Editorial

Caetano Traina, Robson L. F. Cordeiro, 2015, J. Inf. Data Manag..

Visualization Tree, Multiple Linked Analytical Decisions

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2005, Smart Graphics.

Accelerating approximate similarity queries using genetic algorithms

Agma J. M. Traina, Caetano Traina, Renato Bueno, 2005, SAC '05.

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2015, Inf. Syst..

nsP-index: A Robust and Persistent Index for Nucleotide Sequences

Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Caetano Traina, 2008, ADBIS.

Using Pivots to Speed-Up k-Medoids Clustering

Caetano Traina, Mario A. Nascimento, Adriano Arantes Paterlini, 2011, J. Inf. Data Manag..

Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Complex Network Tools to Understand the Behavior of Criminality in Urban Areas pdf

Caetano Traina, José F. Rodrigues, Bruno Brandoli Machado, 2016, ArXiv.

SemIndex+: A semantic indexing scheme for structured, unstructured, and partly structured data

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2019, Knowl. Based Syst..

Knowledge extraction using visualization of hemoglobin parameters to identify thalassemia

Agma J. M. Traina, Caetano Traina, Carlos Roberto Valêncio, 2004, Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems.

MultiWaveMed: a system for medical image retrieval through wavelets transformations

Agma J. M. Traina, Caetano Traina, César A. B. Castañón, 2003, 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings..

PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2014, Comput. Biol. Medicine.

A New Concept of Sets to Handle Similarity in Databases: The SimSets

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2013, SISAP.

MAMView: a visual tool for exploring and understanding metric access methods

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2005, SAC '05.

Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2000, Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073).

Open issues for partitioning clustering methods: an overview

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2014, WIREs Data Mining Knowl. Discov..

MFS-Map: efficient context and content combination to annotate images

Agma J. M. Traina, Caetano Traina, Alceu Ferraz Costa, 2014, SAC.

Editorial

Caetano Traina, Cláudio Elízio Calazans Campelo, Robson L. F. Cordeiro, 2017, J. Inf. Data Manag..

Constrained Aggregate Similarity Queries in Metric Spaces

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2007, SBBD.

Querying complex objects by similarity in SQL

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2005, SBBD.

Seamlessly integrating similarity queries in SQL

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2009, Softw. Pract. Exp..

Genetic algorithms for approximate similarity queries

Agma J. M. Traina, Caetano Traina, Renato Bueno, 2007, Data Knowl. Eng..

Effective shape-based retrieval and classification of mammograms

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2006, SAC '06.

A fast and effective method to find correlations among attributes in databases

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2007, Data Mining and Knowledge Discovery.

Comparing images with distance functions based on attribute interaction

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2006, SAC '06.

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2008, SAC '08.

Content-based image retrieval using approximate shape of objects

Agma J. M. Traina, Caetano Traina, André G. R. Balan, 2004, Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems.

How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Sistema de recuperacao de imagens por conteúdo em arquitetura aberta

Agma J. M. Traina, Caetano Traina, Myrian R. B. Araujo, 2001 .

CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2010, SAC '10.

k-Gabor: A new feature extraction method for medical images providing internal analysis

Agma J. M. Traina, Caetano Traina, Gabriel Humpire-Mamani, 2012, 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS).

Consultas por Similaridade em Dados Multimídia

Agma J. M. Traina, Caetano Traina, Roberto F. Santos Filho, 2001, SBBD.

Accelerating k-medoid-based algorithms through metric access methods

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2008, J. Syst. Softw..

Diversity in Similarity Joins

Agma J. M. Traina, Caetano Traina, Lucio F. D. Santos, 2015, SISAP.

Using Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach

Agma J. M. Traina, Caetano Traina, Glauco Vitor Pedrosa, 2014, 2014 IEEE 27th International Symposium on Computer-Based Medical Systems.

Seamless Integration of Distance Functions and Feature Vectors for Similarity-Queries Processing

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2014, J. Inf. Data Manag..

SuGAR: A Framework to Support Mammogram Diagnosis

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2007, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07).

SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2010, ICEIS.

FSCoMS: Feature Selection of Medical Images Based on Compactness Measure from Scatterplots

Agma J. M. Traina, Caetano Traina, Gabriel Humpire-Mamani, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Including conditional operators in content-based image retrieval in large sets of medical exams

Agma J. M. Traina, Caetano Traina, Josiel Maimoni de Figueiredo, 2004, Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems.

Caetano Traina, Marcos Vinicius Naves Bedo, Daniel dos Santos Kaster, 2013, DEXA.

Statistical Associative Classification of Mammograms - The SACMiner Method

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2010, ICEIS.

An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2008, IEEE Transactions on Multimedia.

Behavioral Characterization of Criminality Spread in Cities

Caetano Traina, José F. Rodrigues, Bruno Brandoli Machado, 2017, ICCS.

Biased box sampling - a density-biased sampling for clustering

Ana Paula Appel, Agma J. M. Traina, Caetano Traina, 2007, SAC '07.

Aumento da Eficiência das Estruturas de Indexação Métricas com Uso de Conceitos da Lógica Nebulosa

Mauro Biajiz, Caetano Traina, Claudio Haruo Yamamoto, 2003, SBBD.

Perceptual Distance Functions for Similarity Retrieval of Medical Images

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2006, CIVR.

Combine-and-conquer: improving the diversity in similarity search through influence sampling

Agma J. M. Traina, Caetano Traina, Mônica Ribeiro Porto Ferreira, 2015, SAC.

A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Fast Indexing and Visualization of Metric Data Sets using Slim-Trees

Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, 2002, IEEE Trans. Knowl. Data Eng..

Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas

Agma J. M. Traina, Caetano Traina, Luciana A. S. Romani, 2010, SBBD.

MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries

Agma J. M. Traina, Caetano Traina, Gisele Busichia Baioco, 2007, 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007).

Fighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques

Agma J. M. Traina, Caetano Traina, Joselene Marques, 2006, 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06).

Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner

Agma J. M. Traina, Caetano Traina, Jurandir Zullo, 2010, J. Inf. Data Manag..

Fire Detection from Social Media Images by Means of Instance-Based Learning

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2015, ICEIS.

Unsupervised scaling of multi-descriptor similarity functions for medical image datasets

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

Editorial

Caetano Traina, Clodoveu A. Davis, Sandra de Amo, 2015, J. Inf. Data Manag..

One index to dominate them all: domain indexes for improving queries across multiple tables

Caetano Traina, Daniel dos Santos Kaster, Paulo H. Oliveira, 2017, SAC.

Global warp metric distance: boosting content-based image retrieval through histograms

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2005, Seventh IEEE International Symposium on Multimedia (ISM'05).

Algoritmos Genéticos para Consultas por Similaridade Aproximadas

Agma J. M. Traina, Caetano Traina, Renato Bueno, 2005, SBBD.

The Merkurion approach for similarity searching optimization in Database Management Systems

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2017, Data Knowl. Eng..

3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging

Marcello Henrique Nogueira-Barbosa, Agma J. M. Traina, Caetano Traina, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations

Agma J. M. Traina, Caetano Traina, José F. Rodrigues, 2016, ICEIS.

Mining climate and remote sensing time series to improve monitoring of sugar cane fields

Caetano Traina, Marcela Xavier Ribeiro, Jurandir Zullo, 2011 .

Feature Selection Guided by Perception in Medical CBIR Systems

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.

The Images and Data Bases Group at University of São Paulo

Cristina Dutra de Aguiar Ciferri, José Fernando Rodrigues, Agma J. M. Traina, 2013, J. Inf. Data Manag..

A superpixel-driven deep learning approach for the analysis of dermatological wounds

Agma J. M. Traina, Caetano Traina, Daniel de Oliveira, 2019, Comput. Methods Programs Biomed..

Improving medical image retrieval through multi-descriptor similarity functions and association rules

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

The NOBH-tree: Improving in-memory metric access methods by using metric hyperplanes with non-overlapping nodes

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2014, Data Knowl. Eng..

Efficient Discovery of Unusual Patterns in Time Series

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, New Gener. Comput..

CLAP, ACIR and SCOOP: Novel techniques for improving the performance of dynamic Metric Access Methods

Caetano Traina, Daniel dos Santos Kaster, Paulo H. Oliveira, 2017, Inf. Syst..

A Label-Scaled Similarity Measure for Content-Based Image Retrieval

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2016, 2016 IEEE International Symposium on Multimedia (ISM).

Integrating user preference to similarity queries over medical images datasets

Agma J. M. Traina, Caetano Traina, Mônica Ribeiro Porto Ferreira, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Enhancing recursive graph querying on RDBMS with data clustering approaches

Caetano Traina, José F. Rodrigues, Gabriel Spadon, 2020, SAC.

Reviewing Data Visualization: an Analytical Taxonomical Study

José Fernando Rodrigues, Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, 2006, Tenth International Conference on Information Visualisation (IV'06).

Paged similarity queries

Caetano Traina, Edmilson M. Moreira, Enzo Seraphim, 2011, Inf. Sci..

Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series

Agma J. M. Traina, Caetano Traina, Luciana A. S. Romani, 2011, J. Inf. Data Manag..

Editorial

Javam C. Machado, Caetano Traina, Roberto Willrich, 2017, J. Inf. Data Manag..

Use of a Semantically Grained Database System for Distribution and Control Within Design Environments

Mauro Biajiz, Caetano Traina, João Eduardo Ferreira, 1997, Euro-Par.

Editorial

Caetano Traina, Mirella M. Moro, Alberto H. F. Laender, 2011, J. Inf. Data Manag..

A novel optimization approach to efficiently process aggregate similarity queries in metric access methods

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2008, CIKM '08.

How to improve the pruning ability of dynamic metric access methods

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2002, CIKM '02.

Revisiting the DBM-Tree

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2010, J. Inf. Data Manag..

The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient

Christos Faloutsos, Marcos R. Vieira, Agma J. M. Traina, 2007, The VLDB Journal.

Slicing the metric space to provide quick indexing of complex data in the main memory

Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Agma J. M. Traina, 2011, Inf. Syst..

Using an image-extended relational database to support content-based image retrieval in a PACS

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2005, Comput. Methods Programs Biomed..

Data Mining in Large Sets of Complex Data

Christos Faloutsos, Caetano Traina, Robson L. F. Cordeiro, 2013, SpringerBriefs in Computer Science.

A Spline-based Cost Model for Metric Trees

Agma J. M. Traina, Caetano Traina, Marcos V. N. Bedo, 2017, SBBD.

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2009, SSTD.

Measuring Evolving Data Streams’ Behavior through Their Intrinsic Dimension

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, New Generation Computing.

Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2017, SBBD.

BoSS: image retrieval using bag-of-superpixels signatures

Agma J. M. Traina, Caetano Traina, Lucas C. Scabora, 2018, SAC.

Improving the Pruning Ability of Dynamic Metric Access Methods with Local Additional Pivots and Anticipation of Information

Caetano Traina, Daniel dos Santos Kaster, Paulo H. Oliveira, 2015, ADBIS.

Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina, Caetano Traina, 2019, SAC.

FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2010, J. Inf. Data Manag..

How to Cope with the Performance Gap in Content-Based Image Retrieval Systems

Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina, Caetano Traina, 2009, Int. J. Heal. Inf. Syst. Informatics.

Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories

Caetano Traina, Agma Juci Machado Traina, Paulo H Oliveira, 2019, IEEE Journal of Biomedical and Health Informatics.

Extending SQL to Support Image Content-based Retrieval

Agma J. M. Traina, Caetano Traina, Myrian R. B. Araujo, 2002, ISDB.

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2006, SAC '06.

DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2010, J. Inf. Data Manag..

A Differential Method for Representing Spinal MRI for Perceptual-CBIR

Marcello Henrique Nogueira-Barbosa, Agma J. M. Traina, Caetano Traina, 2013, CIARP.

RDBMS as an Efficient Tool to Mine Cliques on Complex Networks

Ana Paula Appel, Caetano Traina, Adriano Arantes Paterlini, 2010, J. Inf. Data Manag..

Integrating images to patient electronic medical records through content-based retrieval techniques

Agma J. M. Traina, Caetano Traina, Natalia Abdala Rosa, 2003, 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings..

Fast feature selection using fractal dimension

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2010, J. Inf. Data Manag..

Adding Knowledge Extracted by Association Rules into Similarity Queries

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2010, J. Inf. Data Manag..

Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row

Agma J. M. Traina, Caetano Traina, José F. Rodrigues, 2018, J. Inf. Data Manag..

Approximate XML structure validation

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2017 .

TrieMotif - A New and Efﬁcient Method to Mine Frequent K-Motifs from Large Time Series

Agma J. M. Traina, Caetano Traina, Renata Ribeiro do Valle Gonçalves, 2014, ICEIS.

The Visual Expression Process: Bridging Vision and Data Visualization

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2008, Smart Graphics.

Querying on large and complex databases by content: Challenges on variety and veracity regarding real applications

Agma J. M. Traina, Caetano Traina, Glauco Vitor Pedrosa, 2019, Inf. Syst..

MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2011, ITBAM.

MedInject: A General-Purpose Information Retrieval Framework Applied in a Medical Context

Agma J. M. Traina, Caetano Traina, Enzo Seraphim, 2014, 2014 IEEE 27th International Symposium on Computer-Based Medical Systems.

Mining Statistical Association Rules to Select the Most Relevant Medical Image Features

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2009, Mining Complex Data.

Improving the ranking quality of medical image retrieval using a genetic feature selection method

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2011, Decis. Support Syst..

A Tool for Content-Based Image Retrieval in Object-Oriented Databases

Agma J. M. Traina, Caetano Traina, Rildo R. dos Santos, 1998, IADT.

Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis

Agma J. M. Traina, Caetano Traina, José F. Rodrigues, 2010, 2010 14th International Conference Information Visualisation.

On query result diversification

Divesh Srivastava, Marios Hadjieleftheriou, Marcos R. Vieira, 2011, 2011 IEEE 27th International Conference on Data Engineering.

Editorial

Caetano Traina, Vanessa Braganholo, Robson L. F. Cordeiro, 2003 .

Efficient processing of complex similarity queries in RDBMS through query rewriting

Christos Faloutsos, Marcos R. Vieira, Agma J. M. Traina, 2006, CIKM '06.

Metric Data Analysis Enhanced through Temporal Visualization

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2010, 2010 14th International Conference Information Visualisation.

The digital library of historical cartography of the University of São Paulo

Caetano Traina, Rogerio Toshiaki Kondo, Maria de Lourdes Rebucci Lirani, 2011, JCDL '11.

DBM-Tree: Trading height-balancing for performance in metric access methods

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2005, Journal of the Brazilian Computer Society.

Retrieval by content of medical images using texture for tissue identification

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2003, 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings..

A Density-Biased Sampling Technique to Improve Cluster Representativeness

Ana Paula Appel, Agma J. M. Traina, Caetano Traina, 2007, PKDD.

Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes

Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, 2000, EDBT.

ObInject: a NoODMG Persistence and Indexing Framework for Object Injection

Caetano Traina, Enzo Seraphim, Luiz Olmes Carvalho, 2013, J. Inf. Data Manag..

The Onion-Tree: Quick Indexing of Complex Data in the Main Memory

Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Agma J. M. Traina, 2009, ADBIS.

Spectral analysis and text processing over the computer science literature: patterns and discoveries

José Fernando Rodrigues, Caetano Traina, Rosa V. E. Quille, 2014, SAC.

Visual Analysis of Feature Selection for Data Mining Processes

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2004, SBBD.

Extending relational databases to support content-based retrieval of medical images

Agma J. M. Traina, Caetano Traina, Myrian R. B. Araujo, 2002, Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002).

A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice

Agma J. M. Traina, Caetano Traina, Lucas C. Scabora, 2019, SBBD.

Identifying Algebraic Properties to Support Optimization of Unary Similarity Queries

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2009, AMW.

Editorial

Caetano Traina, Renato Fileto, Robson L. F. Cordeiro, 2016, J. Inf. Data Manag..

How to add content-based image retrieval capability in a PACS

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2002, Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002).

Editorial

Leandro Balby Marinho, Caetano Traina, Robson L. F. Cordeiro, 2016, J. Inf. Data Manag..

Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns

Agma J. M. Traina, Caetano Traina, Jurandir Zullo, 2009, SBBD.

A visual framework to understand similarity queries and explore data in Metric Access Methods

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2010, Int. J. Bus. Intell. Data Min..

A new feature descriptor derived from Hilbert space-filling curve to assist breast cancer classification

Caetano Traina, Denise Guliato, Walter Alexandre A. de Oliveira, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Embedding k-Nearest Neighbor Queries into Relational Database Management Systems

Agma J. M. Traina, Caetano Traina, Mônica Ribeiro Porto Ferreira, 2014, J. Inf. Data Manag..

Editorial

Caetano Traina, Luiz Henrique de Campos Merschmann, Robson L. F. Cordeiro, 2017, J. Inf. Data Manag..

DivDB: A System for Diversifying Query Results

Divesh Srivastava, Marios Hadjieleftheriou, Marcos R. Vieira, 2011, Proc. VLDB Endow..

TendeR-Sims - Similarity Retrieval System for Public Tenders

Caetano Traina, José F. Rodrigues, Daniel dos Santos Kaster, 2018, ICEIS.

dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2019, Comput. Methods Programs Biomed..

Content-Based Retrieval of Musical Scores in an Object-Oriented Database System

Agma J. M. Traina, Caetano Traina, Marisa Beck Figueiredo, 1998, IADT.

A low-cost approach for effective shape-based retrieval and classification of medical images

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2005, Seventh IEEE International Symposium on Multimedia (ISM'05).

Operadores de Seleção por Similaridade para Sistemas de Gerenciamento de Bases de Dados Relacionais

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2003, SBBD.

Tri-plots: scalable tools for multidimensional data mining

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2001, KDD '01.

A Wider Concept for Similarity Joins

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2014, J. Inf. Data Manag..

BREATH: Heat Maps Assisting the Detection of Abnormal Lung Regions in CT Scans

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Time Series Indexing Taking Advantage of the Generalized Suffix Tree

Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina, Caetano Traina, 2012, J. Inf. Data Manag..

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2014, 2014 IEEE 27th International Symposium on Computer-Based Medical Systems.

Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2012, Comput. Biol. Medicine.

Analyzing Missing Data in Metric Spaces

Agma J. M. Traina, Caetano Traina, Safia Brinis, 2014, J. Inf. Data Manag..

Distance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2006, 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06).

Improving CBIR using feature extraction based on wavelet transform

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2008, WebMedia.

Using Visual Analysis to Weight Multiple Signatures to Discriminate Complex Data

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2011, 2011 15th International Conference on Information Visualisation.

QMAS: Querying, Mining and Summarization of Multi-modal Databases

Christos Faloutsos, Fan Guo, Agma J. M. Traina, 2010, 2010 IEEE International Conference on Data Mining.

Fractal analysis of image textures for indexing and retrieval by content

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2005, 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05).

Agma J. M. Traina, Caetano Traina, Paula R. B. Diniz, 2011, 2011 24th International Symposium on Computer-Based Medical Systems (CBMS).

Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge

Rangaraj M. Rangayyan, Agma J. M. Traina, Caetano Traina, 2008, International Journal of Computer Assisted Radiology and Surgery.

Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases

Agma J. M. Traina, Caetano Traina, Renato Fileto, 2013, 2013 IEEE International Symposium on Multimedia.

Approximate XML structure validation based on document-grammar tree similarity

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2015, Inf. Sci..

XML document-grammar comparison: related problems and applications

Richard Chbeir, Agma J. M. Traina, Caetano Traina, 2011, Central European Journal of Computer Science.

Reconciliando Dados de Cunho Acadêmico

Cristina Dutra de Aguiar Ciferri, Bruno Tomazela, Caetano Traina, 2008, SBBD.

Content-Based Retrieval of Medical Images by Continuous Feature Selection

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Visualização de Dados em Sistemas de Bases de Dados Relacionais

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2001, SBBD.

Paginação de Resultados em Consultas por Abrangência

Caetano Traina, Edmilson M. Moreira, Enzo Seraphim, 2008, SBBD.

Improving Metric Access Methods with Bucket Files

Agma J. M. Traina, Caetano Traina, Ives Rene Venturini Pola, 2015, SISAP.

Bulk-loading Dynamic Metric Access Methods

Agma J. M. Traina, Caetano Traina, Thiago Galbiatti Vespa, 2007, SBBD.

Data pre-processing: a new algorithm for feature selection and data discretization

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2008, CSTST.

Techniques for Effective and Efficient Fire Detection from Social Media Images pdf

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2015, ICEIS.

Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers

Agma J. M. Traina, Caetano Traina, Marcos Vinicius Naves Bedo, 2015, 2015 IEEE 28th International Symposium on Computer-Based Medical Systems.

Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images

Agma J. M. Traina, Caetano Traina, Marcela Xavier Ribeiro, 2006, 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06).

Evaluating the intrinsic dimension of evolving data streams

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, SAC '06.

Efficient Content-Based Image Retrieval through Metric Histograms

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2003, World Wide Web.

Editorial

Caetano Traina, Renata de Matos Galante, Robson L. F. Cordeiro, 2015, J. Inf. Data Manag..

An efficient framework for similarity query optimization

Agma J. M. Traina, Caetano Traina, Mônica Ribeiro Porto Ferreira, 2007, GIS.

Large Graph Analysis in the GMine System

Christos Faloutsos, Hanghang Tong, José Fernando Rodrigues, 2015, IEEE Transactions on Knowledge and Data Engineering.

Involving users in the gestural language definition process for the NInA framework

Agma J. M. Traina, Caetano Traina, Renata Ribeiro do Valle Gonçalves, 2013, IHC.

Fast Feature Selection using Fractal Dimension - Ten Years Later

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2010, J. Inf. Data Manag..

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2006, VLDB.

Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy

André Carlos Ponce de Leon Ferreira de Carvalho, Caetano Traina, Marcos Vinicius Naves Bedo, 2016, Journal of Digital Imaging.

A New Approach for Optimization of Dynamic Metric Access Methods Using an Algorithm of Effective Deletion

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2008, SSDBM.

Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2009, Data Knowl. Eng..

Using efficient visual exploration techniques to evaluate features for content-based image retrieval

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2003, 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003).

Content-based retrieval of medical images: From context to perception

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

An algorithm for effective deletion and a new optimization technique for metric access methods

Agma J. M. Traina, Caetano Traina, Renato Bueno, 2008, SAC '08.

Efficient Self-similarity Range Wide-joins Fostering Near-duplicate Image Detection in Emergency Scenarios

Agma J. M. Traina, Caetano Traina, Lucio F. D. Santos, 2016, ICEIS.

Editorial

Ana Carolina Salgado, Caetano Traina, Wagner Meira, 2010, J. Inf. Data Manag..

Discovering Frequent Patterns on Agrometeorological Data with TrieMotif

Agma J. M. Traina, Caetano Traina, Renata Ribeiro do Valle Gonçalves, 2014, ICEIS.

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2001, Proceedings 17th International Conference on Data Engineering.

Telesto: Indexação de Séries Temporais por Meio de Árvores de Sufixo Generalizadas

Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina, Caetano Traina, 2011, SBBD.

Seamlessly integrating similarity queries in SQL

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2009 .

Agma J. M. Traina, Caetano Traina, Lucio F. D. Santos, 2015, SISAP.

Incorporating Metric Access Methods for Similarity Searching on Oracle Database

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2009, SBBD.

Batchwise Probabilistic Incremental Data Cleaning pdf

Caetano Traina, Ihab F. Ilyas, Daniel dos Santos Kaster, 2020, ArXiv.

Exploring Diversified Similarity with Kundaha

Agma J. M. Traina, Caetano Traina, Daniel de Oliveira, 2018, CIKM.

A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2009, Journal of Digital Imaging.

An Efficient Approach to Scale up k-medoid based Algorithms in Large Databases

Agma J. M. Traina, Caetano Traina, Maria Camila Nardini Barioni, 2006, SBBD.

Agma J. M. Traina, Caetano Traina, Mirela Teixeira Cazzolato, 2017, SISAP.

Data Visualization in RDBMS

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2002, ISDB.

Using relevance feedback to reduce the semantic gap in content-based image retrieval of mammographic masses

Rangaraj M. Rangayyan, Agma J. M. Traina, Caetano Traina, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Spatial join selectivity using power laws

Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, 2000, SIGMOD '00.

Improving content-based retrieval of medical images through dynamic distance on relevance feedback

Agma J. M. Traina, Caetano Traina, Pedro Henrique Bugatti, 2011, 2011 24th International Symposium on Computer-Based Medical Systems (CBMS).

Clustering very large multi-dimensional datasets with MapReduce

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2011, KDD.

Segmenting skin ulcers and measuring the wound area using deep convolutional networks

Caetano Traina, Lucas C. Scabora, Mirela Teixeira Cazzolato, 2020, Comput. Methods Programs Biomed..

Source code for our techniques

Caetano Traina, Daniel S. Kaster, Paulo H. Oliveira, 2017 .

The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine

Agma J. M. Traina, Caetano Traina, Paulo Mazzoncini de Azevedo Marques, 2021, Comput. Biol. Medicine.

SHARq: sharing recursive queries in relational databases

Agma J. M. Traina, Caetano Traina, Daniel dos Santos Kaster, 2021, SAC.

BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging

Marcello Henrique Nogueira-Barbosa, Caetano Traina, Mirela Teixeira Cazzolato, 2021, 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS).

VD-tree: how to build an efficient and fit metric access method using voronoi diagrams

Agma J. M. Traina, Caetano Traina, Lucas C. Scabora, 2021, SAC.

Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records

Agma J. M. Traina, Caetano Traina, Marco Antonio Gutierrez, 2021, 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS).

J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval

Agma J. M. Traina, Caetano Traina, Daniel de Oliveira, 2021, J. Inf. Data Manag..

Visually Interacting with k-medoid-based Algorithms ?

Agma J. M. Traina, Caetano Traina, Maria Camila N. Barioni, 2007 .

Enhancing Data Visualization Techniques

José Fernando Rodrigues, Agma J. M. Traina, Caetano Traina, 2003 .

Agma J. M. Traina, Caetano Traina, Robson L. F. Cordeiro, 2014 .

The Fractal Dimension Making Similarity Queries More Efficient

Marcos R. Vieira, Agma J. M. Traina, Caetano Traina, 2003 .