Agma J. M. 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..

Preface

Yannis Manolopoulos, Richard Chbeir, Frédéric Andrès, 2016, J. Innov. Digit. Ecosyst..

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.

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).

Nearest Neighbor Queries with Counting Aggregate-based Conditions

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

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).

Feature Extraction and Selection for Decision Making

Agma J. M. Traina, Paulo Mazzoncini de Azevedo-Marques, Marcela Xavier Ribeiro, 2010 .

A new method to efficiently reduce histogram dimensionality

Agma J. M. Traina, Joaquim Cezar Felipe, Pedro Henrique Bugatti, 2008, SPIE Medical Imaging.

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

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

VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume

Christos Faloutsos, Agma J. M. Traina, Alceu Ferraz Costa, 2017, SDM.

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.

Reducing the dimensionality of the SIFT descriptor and increasing its effectiveness and efficiency in image retrieval via bag-of-features

Agma J. M. Traina, Solange Oliveira Rezende, Glauco Vitor Pedrosa, 2012, WebMedia.

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.

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.

Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems

Yannis Manolopoulos, Richard Chbeir, Agma J. M. Traina, 2015 .

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.

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..

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).

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.

MEDES '09: International ACM Conference on Management of Emergent Digital EcoSystems, Lyon, France, October 27-30, 2009

Richard Chbeir, Agma J. M. Traina, Youakim Badr, 2009, MEDES.

Uma abordagem prática e eficiente de consultas por similaridade para suporte a diagnóstico por imagens

Agma J. M. Traina, Natália Abdala Rosa, 2002 .

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

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

Image retrieval employing genetic dissimilarity weighting and feature space transformation functions

José Fernando Rodrigues, Agma J. M. Traina, Sérgio Francisco da Silva, 2012, SAC '12.

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.

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..

Automatic mining of fruit fly embryo images

Christos Faloutsos, Eric P. Xing, Agma J. M. Traina, 2006, KDD '06.

Halite: Fast and Scalable Multiresolution Local-Correlation Clustering

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2013, IEEE Transactions on Knowledge and Data Engineering.

Genetic algorithms for approximate similarity queries

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

Finding Spatio-Temporal Patterns in Multidimensional Data Streams

Agma J. M. Traina, Priscila P. Coltri, Luciana A. S. Romani, 2013, J. Inf. Data Manag..

Full-fledged semantic indexing and querying model designed for seamless integration in legacy RDBMS

Richard Chbeir, Agma J. M. Traina, Kokou Yétongnon, 2018, 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.

Content-based image retrieval using approximate shape of objects

Agma J. M. Traina, Caetano Traina, André G. R. Balan, 2004 .

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.

Efficient Indexing of Multiple Metric Spaces with Spectra

Agma J. M. Traina, Caetano Traina, Guilherme F. Zabot, 2019, 2019 IEEE International Symposium on Multimedia (ISM).

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.

Findings on ranking evaluation functions for feature weighting in image retrieval

Agma J. M. Traina, Célia A. Zorzo Barcelos, Marcos Aurélio Batista, 2013, Journal of the Brazilian Computer Society.

Using Boundary Conditions for Combining Multiple Descriptors in Similarity Based Queries

Agma J. M. Traina, Renato Bueno, Marcelo Ponciano-Silva, 2013, CIARP.

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).

RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation

Agma J. M. Traina, José F. Rodrigues, Gabriel Spadon, 2018, 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS).

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.

A review on recognizing depression in social networks: challenges and opportunities

Agma J. M. Traina, Andrew T. Campbell, Felipe Taliar Giuntini, 2020, Journal of Ambient Intelligence and Humanized Computing.

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.

ClusMAM: fast and effective unsupervised clustering of large complex datasets using metric access methods

Agma J. M. Traina, Jéssica Andressa de Souza, Mirela Teixeira Cazzolato, 2016, SAC.

Quantitative temporal association rule mining by genetic algorithm

Agma J. M. Traina, Marcos Aurélio Batista, Sérgio Francisco da Silva, 2015, SBSI.

Querying Multimedia Data by Similarity in Relational DBMS

Agma J. M. Traina, Maria Camila Nardini Barioni, Humberto Luiz Razente, 2011 .

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.

Biased box sampling - a density-biased sampling for clustering

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

Automatic counting and measuring fish oocytes from microscopic images

Agma J. M. Traina, Carolina Y. V. Watanabe, Jonathan S. Ramos, 2015 .

Perceptual Distance Functions for Similarity Retrieval of Medical Images

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

Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems, Caraguatatuba, Brazil, October 25 - 29, 2015

Richard Chbeir, Agma J. M. Traina, Youakim Badr, 2015, MEDES.

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..

How to Automatically Identify Regions of Interest in High-Resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis

Bernd Hamann, Agma J. M. Traina, Bruno S. Faiçal, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

A survey on Information Visualization in light of Vision and Cognitive sciences pdf

José Fernando Rodrigues, Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, 2015, ArXiv.

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.

Montando questionários para medir a satisfação do usuário: avaliação de interface de um sistema que utiliza técnicas de recuperação de imagens por conteúdo

Agma J. M. Traina, Ana Lúcia Filardi, A. Traina, 2008, IHC.

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).

Utilizando características de textura para identificação de tecidos em imagens médicas

Agma J. M. Traina, Joaquim Cezar Felipe, J. C. Felipe, 2002 .

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.

Making Content-Based Medical Image Retrieval Systems Worth for Computer-Aided Diagnosis: From Theory to Application

Agma J. M. Traina, Alceu Ferraz Costa, Lucio F. D. Santos, 2017 .

Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow

Agma J. M. Traina, José F. Rodrigues, Letricia P. S. Avalhais, 2016, 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI).

Knowledge extraction using visualization of hemoglobin parameters to identify thalassemia

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

Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg

Agma J. M. Traina, Jonathan S. Ramos, Caetano Traina, 2019, 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

Retrieving 2D shapes by similarity based on bag of salience points

Agma J. M. Traina, Célia A. Zorzo Barcelos, Glauco Vitor Pedrosa, 2016, Multimedia Tools and Applications.

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.

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..

Compact and discriminative approach for encoding spatial-relationship of visual words

Agma J. M. Traina, Glauco Vitor Pedrosa, 2015, SAC.

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.

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 SITSMining Framework - A Data Mining Approach for Satellite Image Time Series

Agma J. M. Traina, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, 2014, ICEIS.

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..

Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values

Agma J. M. Traina, Mirela Teixeira Cazzolato, Caetano Traina, 2020, SISAP.

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..

Efficient and Reliable Estimation of Cell Positions

Klemens Böhm, Agma J. M. Traina, Mirela Teixeira Cazzolato, 2018, CIKM.

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..

UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images

Agma J. M. Traina, Caetano Traina, Bruno S. Faiçal, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

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).

Applying texture-spectrum features for lung-CAD purposes

Agma J. M. Traina, Marcelo Ponciano-Silva, Marcos V. N. Bedo, 2014 .

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).

Reliable and Smart Decision Support System for Emergency Management Based on Crowdsourcing Information

José Manuel Menéndez, Agma J. M. Traina, Jose F. Rodrigues, 2018 .

ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures

Agma J. M. Traina, Mirela Teixeira Cazzolato, Caetano Traina, 2018, 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS).

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..

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..

Silhouette-based feature selection for classification of medical images

Danilo Medeiros Eler, Agma J. M. Traina, João Batista Neto, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research

Agma J. M. Traina, Marco Antonio Gutierrez, Fabio A. Pires, 2019, MedInfo.

Quantitative temporal association rule mining by genetic algorithm

Agma J. M. Traina, Marcos A. Batista, Sergio F. da Silva, 2015 .

GMine: a system for scalable, interactive graph visualization and mining

Christos Faloutsos, Jure Leskovec, Hanghang Tong, 2006, VLDB.

Issues and Techniques to Mitigate the Performance Gap in Content-Based Image Retrieval Systems

Agma J. M. Traina, Paulo Mazzoncini de Azevedo-Marques, Marcela Xavier Ribeiro, 2011 .

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.

Proceedings of the International Conference on Management of Emergent Digital EcoSystems, Lyon, France, October 27 - 30, 2009

Richard Chbeir, Agma J. M. Traina, Youakim Badr, 2009 .

BoSS: image retrieval using bag-of-superpixels signatures

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

Spatial join selectivity using power laws

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

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..

Vertebral Body Segmentation of Spine MR Images Using Superpixels

Marcello Henrique Nogueira-Barbosa, Agma J. M. Traina, Glauco Vitor Pedrosa, 2015, 2015 IEEE 28th International Symposium on Computer-Based Medical Systems.

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.

A Survey on Distributed Visualization Techniques over Clusters of Personal Computers pdf

José Fernando Rodrigues, Agma J. M. Traina, Luciana A. M. Zaina, 2009, ArXiv.

Upgraded SemIndex Prototype Supporting Intelligent Database Keyword Queries through Disambiguation, Query as You Type, and Parallel Search Algorithms

Richard Chbeir, Agma J. M. Traina, Kokou Yétongnon, 2018, 2018 IEEE International Conference on Cognitive Computing (ICCC).

Extending SQL to Support Image Content-based Retrieval

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

Efficient Segmentation of Cell Nuclei in Histopathological Images

Agma J. M. Traina, Bernd Hamann, Bruno S. Faiçal, 2020, 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS).

FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI

Agma J. M. Traina, Jonathan S. Ramos, Mirela T. Cazzolato, 2020, SAC.

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

Class-constraint similarity queries

Sebastian Michel, Agma J. M. Traina, Jéssica Andressa de Souza, 2018, SAC.

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.

Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine

Agma J. M. Traina, Paulo Mazzoncini de Azevedo Marques, Mirela Teixeira Cazzolato, 2020, 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS).

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..

From Bag-of-Visual-Words to Bag-of-Visual-Phrases Using n-Grams

Agma J. M. Traina, Glauco Vitor Pedrosa, A. Traina, 2013, 2013 XXVI Conference on Graphics, Patterns and Images.

To be or not to be real: fractal analysis of data streams from a regional climate change model

Agma J. M. Traina, Priscila P. Coltri, Luciana A. S. Romani, 2012, SAC '12.

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.

BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis

José Fernando Rodrigues, Agma J. M. Traina, Daniel Y. T. Chino, 2015, 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images.

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.

Software tem interface agradavel e pede micro com pouca memoria

Agma J. M. Traina, C Traina Junior, 1994 .

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.

BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging

Marcello Henrique Nogueira-Barbosa, Agma J. M. Traina, Carolina Y. V. Watanabe, 2019, SAC.

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.

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.

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.

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.

Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP

Agma J. M. Traina, Caetano Traina, Marco A. Gutierrez, 2020, 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS).

Content-based medical image retrieval in object oriented databases

Agma J. M. Traina, Caetano Traina Junior, Rildo R. dos Santos, 1996 .

Proceedings of the 7th International Conference on Similarity Search and Applications - SISAP

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

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).

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..

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..

3D reconstruction of magnetic resonance imaging using largely spaced slices

Agma J. M. Traina, Josiane M. Bueno, Afonso H. M. A. Prado, 1997, Proceedings of Computer Based Medical Systems.

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.

Investigating the potential of art neural network models for indexing and information retrieval

Roseli A. Francelin Romero, Agma J. M. Traina, José F. Vicentini, 2007, Int. J. Intell. Syst..

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.

How to speed up outliers removal in image matching

Agma J. M. Traina, Carolina Y. V. Watanabe, Jonathan S. Ramos, 2018, Pattern Recognit. Lett..

Horizontal fragmentation as a technique to improve the performance of drill-down and roll-up queries

Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Agma J. M. Traina, 2007, SAC '07.

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.

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.

FOMP: A Novel Preprocessing Technique to Speed-Up the Outlier Removal from Matched Points

Agma J. M. Traina, Carolina Y. V. Watanabe, Jonathan S. Ramos, 2016, 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

H-Metric: Characterizing Image Datasets via Homogenization Based on KNN-Queries

José Fernando Rodrigues, Agma J. M. Traina, Sérgio Francisco da Silva, 2011, Data Sci. J..

SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data

Marilde Terezinha Prado Santos, Agma J. M. Traina, Marcela Xavier Ribeiro, 2012, ICCSA.

Hollow-tree: a metric access method for data with missing values

Agma J. M. Traina, Caetano Traina, Safia Brinis, 2019, Journal of Intelligent Information Systems.

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.

Challenges for users and designers in the design process of a satellite images handling system

Agma J. M. Traina, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, 2012, IHC.

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

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

A Support System for Content-Based Medical Image Retrieval in Object Oriented Databases

Agma J. M. Traina, Edna Y. Senzako, Caetano Jr. Traina, 2004, Journal of Medical Systems.

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.

Speeding up the combination of multiple descriptors for different boundary conditions

Agma J. M. Traina, Renato Bueno, Marcelo Ponciano-Silva, 2015, 2015 Latin American Computing Conference (CLEI).

Shape description based on bag of salience points

Agma J. M. Traina, Célia A. Zorzo Barcelos, Glauco Vitor Pedrosa, 2015, SAC.

A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds

Agma J. M. Traina, Daniel de Oliveira, Paulo Mazzoncini de Azevedo Marques, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

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.

Graph-Based Relational Data Visualization

José Fernando Rodrigues, Agma J. M. Traina, Daniel Mario de Lima, 2013, 2013 17th International Conference on Information Visualisation.

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..

An Efficient Algorithm for Fractal Analysis of Textures

Agma J. M. Traina, Alceu Ferraz Costa, Gabriel Humpire-Mamani, 2012, 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images.

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

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..

Encoding Visual Attention Features for Effective Biomedical Images Retrieval

Agma J. M. Traina, Glauco Vitor Pedrosa, 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS).

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.

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.

Feature space optimization for content-based image retrieval

Agma J. M. Traina, Jose F. Rodrigues, Caetano Traina, 2012, SIAP.

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.

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.

Integrating visual words as bunch of n-grams for effective biomedical image classification

Agma J. M. Traina, L. Rodney Long, Dina Demner-Fushman, 2014, IEEE Winter Conference on Applications of Computer Vision.

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.

Software de apoio ao desenvolvimento de aplicativos para diagnostico medico em arquitetura dedicada a visualizacao de imagens tomograficas

Agma J. M. Traina, Jan Frans Willem Slaets, C Traina Junior, 1994 .

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.

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.

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.