Caetano Traina Jr.

261 papers A* 10A 4B 48C 19Misc 25Journal 80Unranked 71

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	FairMed-FL: Federated Learning for Fair and Unbiased Deep Learning in Medical Imaging. CBMS Êrica Peters do Carmo, Caetano Traina Jr., Agma J. M. Traina
2024	—	`conf`	Combining Semantic Graph Features and a Common Data Model to Exploit the Interoperability of Patient Databases. SBBD Rafael C. G. Conrado, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina, Mirela T. Cazzolato
2024	—	`conf`	Justiça em Modelos de Apoio a Processos de Tomada de Decisão com Uso de Aprendizado Federado. SBBD Êrica Peters do Carmo, Agma J. M. Traina, Caetano Traina Jr.
2024	—	`conf`	KluSIM: Speeding up K-Medoids Clustering over Dimensional Data with Metric Access Method. ICEIS (1) Larissa Roberta Teixeira, Igor A. R. Eleutério, Mirela T. Cazzolato, Marco A. Gutierrez, Agma J. M. Traina, Caetano Traina Jr.
2023	—	`conf`	Similarity Grouping by Influence: Exploring Result Diversification in Similarity Group-by Operators. SBBD Willian D. Oliveira, Anna J. C. Lauton, Caetano Traina Jr., Lúcio F. D. Santos
2022	J	`jnl`	ClinicalPath: a Visualization tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making. CoRR Claudio D. G. Linhares, Daniel Mario de Lima, Jean R. Ponciano, Mauro M. Olivatto, Marco A. Gutierrez, Jorge Poco, Caetano Traina Jr., Agma J. M. Traina
2022	—	`conf`	Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases. Computer-Aided Diagnosis Erikson Júlio De Aguiar, Karem D. Marcomini, Felipe A. Quirino, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina
2022	J	`jnl`	FeatSet+: Visual Features Extracted from Public Image Datasets. J. Inf. Data Manag. Mirela T. Cazzolato, Lucas C. Scabora, Guilherme F. Zabot, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina
2022	C	`conf`	ORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning. ADBIS João Victor de Oliveira Novaes, Lucio Fernandes Dutra Santos, Agma Juci Machado Traina, Caetano Traina Jr.
2022	J	`jnl`	Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases. J. Inf. Data Manag. Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina
2021	J	`jnl`	J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval. J. Inf. Data Manag. João V. O. Novaes, Lúcio F. D. Santos, Luiz Olmes Carvalho, Daniel de Oliveira, Marcos V. N. Bedo, Agma J. M. Traina, Caetano Traina Jr.
2021	Misc	`conf`	SHARq: sharing recursive queries in relational databases. SAC Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.
2021	—	`conf`	Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases. SBBD Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina
2021	J	`jnl`	The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine. Comput. Biol. Medicine Mirela T. Cazzolato, Jonathan S. Ramos, Lucas Santiago Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr., Agma J. M. Traina
2020	J	`jnl`	A superpixel-driven deep learning approach for the analysis of dermatological wounds. Comput. Methods Programs Biomed. Gustavo Blanco, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo
2020	J	`jnl`	Batchwise Probabilistic Incremental Data Cleaning. CoRR Paulo H. Oliveira, Daniel S. Kaster, Caetano Traina Jr., Ihab F. Ilyas
2020	Misc	`conf`	Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, José F. Rodrigues Jr., Caetano Traina Jr.
2020	J	`jnl`	Segmenting skin ulcers and measuring the wound area using deep convolutional networks. Comput. Methods Programs Biomed. Daniel Y. T. Chino, Lucas C. Scabora, Mirela T. Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina Jr., Agma J. M. Traina
2019	J	`jnl`	3DBGrowth: volumetric vertebrae segmentation and reconstruction in magnetic resonance imaging. CoRR Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma J. M. Traina
2019	—	`conf`	A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice. SBBD Mirela T. Cazzolato, Lucas Santiago Rodrigues, Lucas C. Scabora, Guilherme F. Zabot, Guilherme Q. Vasconcelos, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina
2019	J	`jnl`	A superpixel-driven deep learning approach for the analysis of dermatological wounds. CoRR Gustavo Blanco, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo
2019	J	`jnl`	Hollow-tree: a metric access method for data with missing values. J. Intell. Inf. Syst. Safia Brinis, Caetano Traina Jr., Agma J. M. Traina
2019	J	`jnl`	Querying on large and complex databases by content: Challenges on variety and veracity regarding real applications. Inf. Syst. Agma J. M. Traina, Safia Brinis, Glauco Vitor Pedrosa, Letricia P. S. Avalhais, Caetano Traina Jr.
2019	Misc	`conf`	The SimilarQL framework: similarity queries in plain SQL. SAC Caetano Traina Jr., Andre Moriyama, Guilherme Muzzi da Rocha, Robson L. F. Cordeiro, Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina
2018	J	`jnl`	Beyond Hit-or-Miss: A Comparative Study of Synopses for Similarity Searching. J. Inf. Data Manag. Marcos Vinicius Naves Bedo, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2018	Misc	`conf`	BoSS: image retrieval using bag-of-superpixels signatures. SAC Daniel Y. T. Chino, Lucas C. Scabora, Caetano Traina Jr., Agma J. M. Traina
2018	—	`conf`	Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.
2018	A	`conf`	Exploring Diversified Similarity with Kundaha. CIKM Lúcio F. D. Santos, Gustavo Blanco, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr., Marcos V. N. Bedo
2018	—	`conf`	TendeR-Sims - Similarity Retrieval System for Public Tenders. ICEIS (1) Guilherme Q. Vasconcelos, Guilherme F. Zabot, Daniel Mario de Lima, José F. Rodrigues Jr., Caetano Traina Jr., Daniel S. Kaster, Robson L. F. Cordeiro
2018	J	`jnl`	The Merkurion approach for similarity searching optimization in Database Management Systems. Data Knowl. Eng. Marcos V. N. Bedo, Daniel S. Kaster, Agma J. M. Traina, Caetano Traina Jr.
2017	—	`conf`	A Spline-based Cost Model for Metric Trees. SBBD Marcos V. N. Bedo, Agma J. M. Traina, Caetano Traina Jr.
2017	Misc	`conf`	Behavioral Characterization of Criminality Spread in Cities. ICCS Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
2017	J	`jnl`	CLAP, ACIR and SCOOP: Novel techniques for improving the performance of dynamic Metric Access Methods. Inf. Syst. Paulo H. Oliveira, Caetano Traina Jr., Daniel S. Kaster
2017	B	`conf`	Efficiently Indexing Multiple Repositories of Medical Image Databases. CBMS Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2017	J	`jnl`	Modeling Temporal Activity to Detect Anomalous Behavior in Social Media. ACM Trans. Knowl. Discov. Data Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2017	Misc	`conf`	One index to dominate them all: domain indexes for improving queries across multiple tables. SAC Paulo H. Oliveira, Lucas C. Scabora, Caetano Traina Jr., Daniel S. Kaster
2017	—	`conf`	Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k. SBBD Lucas C. Scabora, Paulo H. Oliveira, Daniel S. Kaster, Agma J. M. Traina, Caetano Traina Jr.
2017	B	`conf`	Semantic Similarity Group By Operators for Metric Data. SISAP Natan A. Laverde, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina Jr.
2016	C	`conf`	A Label-Scaled Similarity Measure for Content-Based Image Retrieval. ISM Gustavo Blanco, Marcos Vinicius Naves Bedo, Mirela T. Cazzolato, Lúcio F. D. Santos, Ana Elisa Serafim Jorge, Caetano Traina Jr., Paulo M. Azevedo-Marques, Agma J. M. Traina
2016	J	`jnl`	Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
2016	—	`conf`	Efficient Self-similarity Range Wide-joins Fostering Near-duplicate Image Detection in Emergency Scenarios. ICEIS (1) Luiz Olmes Carvalho, Lúcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2016	J	`jnl`	Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy. J. Digit. Imaging Marcos Vinicius Naves Bedo, Davi Pereira dos Santos, Marcelo Ponciano-Silva, Paulo Mazzoncini de Azevedo Marques, André Carlos Ponce de Leon Ferreira de Carvalho, Caetano Traina Jr.
2016	—	`conf`	On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. ICEIS (1) Paulo H. Oliveira, Antonio C. Fraideinberze, Natan A. Laverde, Hugo Gualdron, André S. Gonzaga, Lucas D. Ferreira, Willian D. Oliveira, José F. Rodrigues Jr., Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina, Elaine P. M. de Sousa
2016	—	`conf`	Pivot-Based Similarity Wide-Joins Fostering Near-Duplicate Detection. ICEIS (Revised Selected Papers) Luiz Olmes Carvalho, Lucio Fernandes Dutra Santos, Agma Juci Machado Traina, Caetano Traina Jr.
2016	Misc	`conf`	Unveiling smoke in social images with the SmokeBlock approach. SAC Mirela T. Cazzolato, Marcos Vinicius Naves Bedo, Alceu Ferraz Costa, Jéssica Andressa de Souza, Caetano Traina Jr., José Fernando Rodrigues Jr., Agma J. M. Traina
2016	A*	`conf`	Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites. ICDM Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2016	C	`conf`	When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence. ISM Lúcio F. D. Santos, Luiz Olmes Carvalho, Marcos Vinicius Naves Bedo, Agma J. M. Traina, Caetano Traina Jr.
2015	B	`ed.`	28th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2015, Sao Carlos, Brazil, June 22-25, 2015 CBMS Caetano Traina Jr., Pedro Pereira Rodrigues, Bridget Kane, Paulo Mazzoncini de Azevedo Marques, Agma Juci Machado Traina
2015	J	`jnl`	Approximate XML structure validation based on document-grammar tree similarity. Inf. Sci. Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina Jr., Renato Fileto
2015	B	`conf`	Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers. CBMS Marcos Vinicius Naves Bedo, Lucio Fernandes Dutra Santos, Willian Dener de Oliveira, Gustavo Blanco, Agma Juci Machado Traina, Marco Antonio Frade, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr.
2015	Misc	`conf`	Combine-and-conquer: improving the diversity in similarity search through influence sampling. SAC Lúcio F. D. Santos, Willian D. Oliveira, Luiz Olmes Carvalho, Mônica Ribeiro Porto Ferreira, Agma J. M. Traina, Caetano Traina Jr.
2015	C	`conf`	Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method. ISM Lúcio F. D. Santos, Rafael L. Dias, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2015	J	`jnl`	Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. CoRR José F. Rodrigues Jr., Luciana A. S. Romani, Agma J. M. Traina, Caetano Traina Jr.
2015	B	`conf`	Compact distance histogram: a novel structure to boost k-nearest neighbor queries. SSDBM Marcos Vinicius Naves Bedo, Daniel dos Santos Kaster, Agma J. M. Traina, Caetano Traina Jr.
2015	B	`conf`	Diversity in Similarity Joins. SISAP Lúcio F. D. Santos, Luiz Olmes Carvalho, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2015	—	`conf`	Fire Detection from Social Media Images by Means of Instance-Based Learning. ICEIS (Revised Selected Papers) Marcos Vinicius Naves Bedo, Willian Dener de Oliveira, Mirela Teixeira Cazzolato, Alceu Ferraz Costa, Gustavo Blanco, José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2015	B	`conf`	Improving Metric Access Methods with Bucket Files. SISAP Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr., Daniel dos Santos Kaster
2015	C	`conf`	Improving the Pruning Ability of Dynamic Metric Access Methods with Local Additional Pivots and Anticipation of Information. ADBIS Paulo H. Oliveira, Caetano Traina Jr., Daniel S. Kaster
2015	J	`jnl`	Large Graph Analysis in the GMine System. CoRR José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2015	A*	`conf`	RSC: Mining and Modeling Temporal Activity in Social Media. KDD Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2015	J	`jnl`	Reviewing Data Visualization: an Analytical Taxonomical Study. CoRR José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.
2015	C	`conf`	Self Similarity Wide-Joins for Near-Duplicate Image Detection. ISM Luiz Olmes Carvalho, Lúcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2015	B	`conf`	Similarity Joins and Beyond: An Extended Set of Binary Operators with Order. SISAP Luiz Olmes Carvalho, Lúcio F. D. Santos, Willian D. Oliveira, Agma Juci Machado Traina, Caetano Traina Jr.
2015	J	`jnl`	Similarity sets: A new concept of sets to seamlessly handle similarity in database management systems. Inf. Syst. Ives Rene Venturini Pola, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina
2015	J	`jnl`	SuperGraph Visualization. CoRR José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2015	—	`conf`	Techniques for Effective and Efficient Fire Detection from Social Media Images. ICEIS (1) Marcos Vinicius Naves Bedo, Gustavo Blanco, Willian D. Oliveira, Mirela T. Cazzolato, Alceu Ferraz Costa, José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2015	J	`jnl`	Techniques for effective and efficient fire detection from social media images. CoRR Marcos Vinicius Naves Bedo, Gustavo Blanco, Willian D. Oliveira, Mirela T. Cazzolato, Alceu Ferraz Costa, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2015	J	`jnl`	The Spatial-Perceptual Design Space: a new comprehension for Data Visualization. CoRR José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.
2014	J	`jnl`	A Wider Concept for Similarity Joins. J. Inf. Data Manag. Luiz Olmes Carvalho, Willian Dener de Oliveira, Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.
2014	J	`jnl`	Analyzing Missing Data in Metric Spaces. J. Inf. Data Manag. Safia Brinis, Agma J. M. Traina, Caetano Traina Jr.
2014	B	`conf`	Being Similar is Not Enough: How to Bridge Usability Gap through Diversity in Medical Images. CBMS Lúcio F. D. Santos, Marcos Vinicius Naves Bedo, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr.
2014	—	`conf`	Discovering Frequent Patterns on Agrometeorological Data with TrieMotif. ICEIS (Revised Selected Papers) Daniel Y. T. Chino, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Caetano Traina Jr., Agma J. M. Traina
2014	J	`jnl`	Embedding k-Nearest Neighbor Queries into Relational Database Management Systems. J. Inf. Data Manag. Gabriel V. De Pierro, Mônica Ribeiro Porto Ferreira, Lúcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.
2014	Misc	`conf`	MFS-Map: efficient context and content combination to annotate images. SAC Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr.
2014	B	`conf`	MedInject: A General-Purpose Information Retrieval Framework Applied in a Medical Context. CBMS Luiz Olmes Carvalho, Enzo Seraphim, Thatyana F. P. Seraphim, Agma J. M. Traina, Caetano Traina Jr.
2014	J	`jnl`	Open issues for partitioning clustering methods: an overview. WIREs Data Mining Knowl. Discov. Maria Camila Nardini Barioni, Humberto Luiz Razente, Alessandra M. R. Marcelino, Agma J. M. Traina, Caetano Traina Jr.
2014	J	`jnl`	PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles. Comput. Biol. Medicine Pedro Henrique Bugatti, Daniel S. Kaster, Marcelo Ponciano-Silva, Caetano Traina Jr., Paulo M. Azevedo-Marques, Agma J. M. Traina
2014	J	`jnl`	QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. Inf. Sci. Robson L. F. Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Luciana A. S. Romani, Priscila P. Coltri, Tamires T. Souza, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2014	J	`jnl`	Seamless Integration of Distance Functions and Feature Vectors for Similarity-Queries Processing. J. Inf. Data Manag. Marcos Vinicius Naves Bedo, Agma J. M. Traina, Caetano Traina Jr.
2014	C	`conf`	SemIndex: Semantic-Aware Inverted Index. ADBIS Richard Chbeir, Yi Luo, Joe Tekli, Kokou Yétongnon, Carlos Raymundo Ibañez, Agma J. M. Traina, Caetano Traina Jr., Marc Al Assad
2014	B	`ed.`	Similarity Search and Applications - 7th International Conference, SISAP 2014, Los Cabos, Mexico, October 29-31, 2014. Proceedings SISAP Agma Juci Machado Traina, Caetano Traina Jr., Robson L. F. Cordeiro
2014	Misc	`conf`	Spectral analysis and text processing over the computer science literature: patterns and discoveries. SAC Rosa Virginia Encinas Quille, Caetano Traina Jr., José Fernando Rodrigues Jr.
2014	J	`jnl`	The NOBH-tree: Improving in-memory metric access methods by using metric hyperplanes with non-overlapping nodes. Data Knowl. Eng. Ives Rene Venturini Pola, Caetano Traina Jr., Agma Juci Machado Traina
2014	—	`conf`	TrieMotif - A New and Efﬁcient Method to Mine Frequent K-Motifs from Large Time Series. ICEIS (1) Daniel Y. T. Chino, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Caetano Traina Jr., Agma J. M. Traina
2014	B	`conf`	Using Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach. CBMS Glauco Vitor Pedrosa, Agma J. M. Traina, Caetano Traina Jr.
2013	—	`conf`	A Differential Method for Representing Spinal MRI for Perceptual-CBIR. CIARP (1) Marcelo Ponciano-Silva, Pedro Henrique Bugatti, Rafael Menezes-Reis, Paulo M. Azevedo-Marques, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma Juci Machado Traina
2013	B	`conf`	A New Concept of Sets to Handle Similarity in Databases: The SimSets. SISAP Ives Rene Venturini Pola, Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma J. M. Traina
2013	J	`jnl`	A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Daniel Y. T. Chino, Jurandir Zullo Jr., Richard Chbeir, Caetano Traina Jr., Agma J. M. Traina
2013	—	`conf`	A Similarity-Based Approach for Financial Time Series Analysis and Forecasting. DEXA (2) Marcos Vinicius Naves Bedo, Davi Pereira dos Santos, Daniel S. Kaster, Caetano Traina Jr.
2013	—	`conf`	Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? WWW (Companion Volume) Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Caetano Traina Jr., Robson Leonardo Ferreira Cordeiro, Elaine P. M. de Sousa, Agma J. M. Traina
2013	—	`book`	Data Mining in Large Sets of Complex Data. Robson L. F. Cordeiro, Christos Faloutsos, Caetano Traina Jr.
2013	B	`conf`	Does a CBIR system really impact decisions of physicians in a clinical environment? CBMS Marcelo Ponciano-Silva, Juliana P. Souza, Pedro Henrique Bugatti, Marcos Vinicius Naves Bedo, Daniel S. Kaster, Rosana T. V. Braga, Angela D. Bellucci, Paulo M. Azevedo-Marques, Caetano Traina Jr., Agma J. M. Traina
2013	C	`conf`	Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases. ISM Karina Fasolin, Renato Fileto, Marcelo Krüger, Daniel S. Kaster, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.
2013	J	`jnl`	Evaluating the Diversification of Similarity Query Results. J. Inf. Data Manag. Lúcio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.
2013	J	`jnl`	Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. IEEE Trans. Knowl. Data Eng. Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2013	—	`conf`	Involving users in the gestural language definition process for the NInA framework. IHC Luciana A. S. Romani, Daniel Y. T. Chino, Letricia P. S. Avalhais, Willian D. Oliveira, Renata R. Gonçalves, Caetano Traina Jr., Agma J. M. Traina
2013	J	`jnl`	Large Graph Analysis in the GMine System. IEEE Trans. Knowl. Data Eng. José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2013	J	`jnl`	ObInject: a NoODMG Persistence and Indexing Framework for Object Injection. J. Inf. Data Manag. Luiz Olmes Carvalho, Thatyana F. P. Seraphim, Caetano Traina Jr., Enzo Seraphim
2013	B	`conf`	Parameter-free and domain-independent similarity search with diversity. SSDBM Lúcio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Agma Juci Machado Traina, Caetano Traina Jr.
2013	J	`jnl`	The Images and Data Bases Group at University of São Paulo. J. Inf. Data Manag. Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri, Elaine Parros Machado de Sousa, José Fernando Rodrigues Jr., Robson Leonardo Ferreira Cordeiro
2013	—	`conf`	The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems. ICEIS (3) Daniel Y. T. Chino, Luciana A. S. Romani, Letricia P. S. Avalhais, Willian D. Oliveira, Renata Ribeiro do Valle Gonçalves, Caetano Traina Jr., Agma J. M. Traina
2012	—	`conf`	A CAD system based on complex networks theory to characterize mass in mammograms. Computer-Aided Diagnosis Carolina Yukari Veludo Watanabe, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina Jr.
2012	—	`conf`	A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis. ICMLA (1) Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2012	—	`conf`	FSCoMS: Feature Selection of Medical Images Based on Compactness Measure from Scatterplots. HISB Gabriel Humpire-Mamani, Agma Juci Machado Traina, Caetano Traina Jr.
2012	J	`jnl`	Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. Comput. Biol. Medicine André G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr.
2012	J	`jnl`	Time Series Indexing Taking Advantage of the Generalized Suffix Tree. J. Inf. Data Manag. Daniel Yoshinobu Takada Chino, Felipe Alves Louza, Agma Juci Machado Traina, Cristina Dutra de Aguiar Ciferri, Caetano Traina Jr.
2012	B	`conf`	k-Gabor: A new feature extraction method for medical images providing internal analysis. CBMS Gabriel Humpire-Mamani, Agma J. M. Traina, Caetano Traina Jr.
2011	J	`jnl`	Algebraic Properties to Optimize kNN Queries. J. Inf. Data Manag. Mônica Ribeiro Porto Ferreira, Lúcio F. D. Santos, Agma J. M. Traina, Ires Dias, Richard Chbeir, Caetano Traina Jr.
2011	A*	`conf`	Clustering very large multi-dimensional datasets with MapReduce. KDD Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio López, U Kang, Christos Faloutsos
2011	J	`jnl`	DivDB: A System for Diversifying Query Results. Proc. VLDB Endow. Marcos R. Vieira, Humberto Luiz Razente, Maria Camila Nardini Barioni, Marios Hadjieleftheriou, Divesh Srivastava, Caetano Traina Jr., Vassilis J. Tsotras
2011	J	`jnl`	Editorial. J. Inf. Data Manag. Alberto H. F. Laender, Caetano Traina Jr., Clodoveu A. Davis Jr., Mirella M. Moro
2011	—	`conf`	Feature Selection Guided by Perception in Medical CBIR Systems. HISB Pedro Henrique Bugatti, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2011	J	`jnl`	Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. J. Inf. Data Manag. Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina
2011	—	`ch.`	Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs. Graph Data Management Ana Paula Appel, Christos Faloutsos, Caetano Traina Jr.
2011	B	`conf`	Improving content-based retrieval of medical images through dynamic distance on relevance feedback. CBMS Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2011	J	`jnl`	Improving the ranking quality of medical image retrieval using a genetic feature selection method. Decis. Support Syst. Sérgio Francisco da Silva, Marcela Xavier Ribeiro, João do E. S. Batista Neto, Caetano Traina Jr., Agma J. M. Traina
2011	—	`conf`	Integrating user profile in medical CBIR systems to answer perceptual similarity queries. Computer-Aided Diagnosis Pedro Henrique Bugatti, Daniel S. Kaster, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr.
2011	—	`conf`	MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval. ITBAM Daniel S. Kaster, Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Paulo M. Azevedo-Marques, Antonio Carlos dos Santos, Caetano Traina Jr.
2011	J	`jnl`	Nearest Neighbor Queries with Counting Aggregate-based Conditions. J. Inf. Data Manag. Daniel S. Kaster, Willian D. Oliveira, Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.
2011	A*	`conf`	On query result diversification. ICDE Marcos R. Vieira, Humberto Luiz Razente, Maria Camila Nardini Barioni, Marios Hadjieleftheriou, Divesh Srivastava, Caetano Traina Jr., Vassilis J. Tsotras
2011	J	`jnl`	Paged similarity queries. Inf. Sci. Enzo Seraphim, Thatyana de Faria Piola Seraphim, Edmilson Marmo Moreira, Fábio C. M. Ricotta, Caetano Traina Jr.
2011	J	`jnl`	Slicing the metric space to provide quick indexing of complex data in the main memory. Inf. Syst. Caio César Mori Carélo, Ives Rene Venturini Pola, Ricardo Rodrigues Ciferri, Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri
2011	—	`conf`	Telesto: Indexação de Séries Temporais por Meio de Árvores de Sufixo Generalizadas. SBBD (Short Papers) Daniel Yoshinobu Takada Chino, Felipe Alves Louza, Agma Juci Machado Traina, Cristina Dutra de Aguiar Ciferri, Caetano Traina Jr.
2011	B	`conf`	The Similarity Cloud Model: A novel and efficient hippocampus segmentation technique. CBMS Fredy E. C. Atho, Agma J. M. Traina, Caetano Traina Jr., Paula R. B. Diniz
2011	—	`conf`	The digital library of historical cartography of the University of São Paulo. JCDL Rogerio Toshiaki Kondo, Maria de Lourdes Rebucci Lirani, Anderson Canale Garcia, Iris Kantor, Caetano Traina Jr.
2011	J	`jnl`	Using Pivots to Speed-Up k-Medoids Clustering. J. Inf. Data Manag. Adriano Arantes Paterlini, Mario A. Nascimento, Caetano Traina Jr.
2011	C	`conf`	Using Visual Analysis to Weight Multiple Signatures to Discriminate Complex Data. IV Renato Bueno, Daniel S. Kaster, Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.
2011	J	`jnl`	XML document-grammar comparison: related problems and applications. Central Eur. J. Comput. Sci. Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina Jr.
2010	B	`conf`	A new feature descriptor derived from Hilbert space-filling curve to assist breast cancer classification. CBMS Denise Guliato, Walter Alexandre A. de Oliveira, Caetano Traina Jr.
2010	J	`jnl`	A visual framework to understand similarity queries and explore data in Metric Access Methods. Int. J. Bus. Intell. Data Min. Marcos R. Vieira, Fabio Jun Takada Chino, Caetano Traina Jr., Agma J. M. Traina
2010	J	`jnl`	Adding Knowledge Extracted by Association Rules into Similarity Queries. J. Inf. Data Manag. Mônica Ribeiro Porto Ferreira, Marcela X. Ribeiro, Agma J. M. Traina, Richard Chbeir, Caetano Traina Jr.
2010	—	`conf`	Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. SBBD (Posters) Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina
2010	Misc	`conf`	CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data. SAC Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Richard Chbeir, Caetano Traina Jr., Agma J. M. Traina
2010	C	`conf`	Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. IV José Fernando Rodrigues Jr., Luciana A. S. Romani, Agma Juci Machado Traina, Caetano Traina Jr.
2010	J	`jnl`	DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data. J. Inf. Data Manag. Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Takada Chino, Agma J. M. Traina
2010	J	`jnl`	Editorial. J. Inf. Data Manag. Wagner Meira Jr., Ana Carolina Salgado, Caetano Traina Jr., Carlos Alberto Heuser, Edleno Silva de Moura
2010	J	`jnl`	Efficient bulk-loading on dynamic metric access methods. Inf. Syst. Thiago Galbiatti Vespa, Caetano Traina Jr., Agma J. M. Traina
2010	J	`jnl`	FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database. J. Inf. Data Manag. Daniel S. Kaster, Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2010	J	`jnl`	Fast Feature Selection using Fractal Dimension - Ten Years Later. J. Inf. Data Manag. Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos
2010	J	`jnl`	Fast feature selection using fractal dimension. J. Inf. Data Manag. Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2010	A*	`conf`	Finding Clusters in subspaces of very large, multi-dimensional datasets. ICDE Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2010	B	`conf`	Improving medical image retrieval through multi-descriptor similarity functions and association rules. CBMS Renato Bueno, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2010	B	`conf`	Integrating user preference to similarity queries over medical images datasets. CBMS Mônica Ribeiro Porto Ferreira, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Sandra de Amo, Fabíola Souza F. Pereira, Richard Chbeir
2010	C	`conf`	Metric Data Analysis Enhanced through Temporal Visualization. IV Renato Bueno, Humberto Luiz Razente, Daniel S. Kaster, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.
2010	J	`jnl`	Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner. J. Inf. Data Manag. Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina
2010	C	`conf`	New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series. IGARSS Luciana A. S. Romani, R. R. V. Goncalves, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina
2010	A*	`conf`	QMAS: Querying, Mining and Summarization of Multi-modal Databases. ICDM Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2010	J	`jnl`	RDBMS as an Efficient Tool to Mine Cliques on Complex Networks. J. Inf. Data Manag. Ana Paula Appel, Adriano Arantes Paterlini, Caetano Traina Jr.
2010	J	`jnl`	Revisiting the DBM-Tree. J. Inf. Data Manag. Marcos R. Vieira, Fabio Jun Takada Chino, Agma J. M. Traina, Caetano Traina Jr.
2010	—	`conf`	SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images. ICEIS Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina
2010	—	`conf`	Statistical Associative Classification of Mammograms - The SACMiner Method. ICEIS (2) Carolina Yukari Veludo Watanabe, Marcela Xavier Ribeiro, Caetano Traina Jr., Agma J. M. Traina
2009	J	`jnl`	A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images. J. Digit. Imaging Joaquim Cezar Felipe, Caetano Traina Jr., Agma Juci Machado Traina
2009	B	`conf`	Content-based retrieval of medical images: From context to perception. CBMS Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques
2009	B	`conf`	Easing the Dimensionality Curse by Stretching Metric Spaces. SSDBM Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.
2009	J	`jnl`	How to Cope with the Performance Gap in Content-Based Image Retrieval Systems. Int. J. Heal. Inf. Syst. Informatics Agma J. M. Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri, Marcela Xavier Ribeiro, Paulo Mazzoncini de Azevedo Marques
2009	—	`conf`	Identifying Algebraic Properties to Support Optimization of Unary Similarity Queries. AMW Mônica Ribeiro Porto Ferreira, Agma J. M. Traina, Ires Dias, Richard Chbeir, Caetano Traina Jr.
2009	B	`conf`	Including the perceptual parameter to tune the retrieval ability of pulmonary CBIR systems. CBMS Marcelo Ponciano-Silva, Agma J. M. Traina, Paulo M. Azevedo-Marques, Joaquim Cezar Felipe, Caetano Traina Jr.
2009	—	`conf`	Incorporating Metric Access Methods for Similarity Searching on Oracle Database. SBBD Daniel S. Kaster, Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2009	—	`conf`	Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns. SBBD Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina
2009	—	`ch.`	Mining Statistical Association Rules to Select the Most Relevant Medical Image Features. Mining Complex Data Marcela X. Ribeiro, André G. R. Balan, Joaquim Cezar Felipe, Agma Juci Machado Traina, Caetano Traina Jr.
2009	B	`conf`	Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms. CBMS Sérgio Francisco da Silva, Agma Juci Machado Traina, Marcela Xavier Ribeiro, João do E. S. Batista Neto, Caetano Traina Jr.
2009	J	`jnl`	Seamlessly integrating similarity queries in SQL. Softw. Pract. Exp. Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma Juci Machado Traina, Caetano Traina Jr.
2009	J	`jnl`	Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. Data Knowl. Eng. Marcela Xavier Ribeiro, Pedro Henrique Bugatti, Caetano Traina Jr., Paulo M. Azevedo-Marques, Natalia Abdala Rosa, Agma J. M. Traina
2009	C	`conf`	The Onion-Tree: Quick Indexing of Complex Data in the Main Memory. ADBIS Caio César Mori Carélo, Ives Rene Venturini Pola, Ricardo Rodrigues Ciferri, Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri
2009	B	`conf`	Time-Aware Similarity Search: A Metric-Temporal Representation for Complex Data. SSTD Renato Bueno, Daniel S. Kaster, Agma Juci Machado Traina, Caetano Traina Jr.
2009	B	`conf`	Unsupervised scaling of multi-descriptor similarity functions for medical image datasets. CBMS Renato Bueno, Daniel S. Kaster, Adriano Arantes Paterlini, Agma J. M. Traina, Caetano Traina Jr.
2008	B	`conf`	A New Approach for Optimization of Dynamic Metric Access Methods Using an Algorithm of Effective Deletion. SSDBM Renato Bueno, Daniel dos Santos Kaster, Agma Juci Machado Traina, Caetano Traina Jr.
2008	Misc	`conf`	A new algorithm for data discretization and feature selection. SAC Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2008	A	`conf`	A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. CIKM Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2008	J	`jnl`	Accelerating k-medoid-based algorithms through metric access methods. J. Syst. Softw. Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma Juci Machado Traina, Caetano Traina Jr.
2008	Misc	`conf`	Aggregate similarity queries in relevance feedback methods for content-based image retrieval. SAC Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.
2008	J	`jnl`	An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency. IEEE Trans. Multim. Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques
2008	Misc	`conf`	An algorithm for effective deletion and a new optimization technique for metric access methods. SAC Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.
2008	Misc	`conf`	Assessing the best integration between distance-function and image-feature to answer similarity queries. SAC Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2008	B	`conf`	Content-Based Retrieval of Medical Images by Continuous Feature Selection. CBMS Pedro Henrique Bugatti, Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr.
2008	—	`conf`	Data pre-processing: a new algorithm for feature selection and data discretization. CSTST Marcela X. Ribeiro, Mônica Ribeiro Porto Ferreira, Caetano Traina Jr., Agma J. M. Traina
2008	—	`conf`	Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images. PRIS Carolina W. da Silva, Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2008	B	`conf`	How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method. CBMS Marcela X. Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr., Natalia Abdala Rosa, Paulo Mazzoncini de Azevedo Marques
2008	—	`conf`	Improving CBIR using feature extraction based on wavelet transform. WebMedia Carolina W. da Silva, Pedro Henrique Bugatti, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina
2008	—	`ch.`	Mining Patterns for Visual Interpretation in a Multiple-Views Environment. Visual Data Mining José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2008	—	`conf`	Paginação de Resultados em Consultas por Abrangência. SBBD Fábio C. M. Ricotta, Thatyana de Faria Piola Seraphim, Enzo Seraphim, Edmilson Marmo Moreira, Caetano Traina Jr.
2008	—	`conf`	Reconciliando Dados de Cunho Acadêmico. SBBD Bruno Tomazela, Cristina Dutra de Aguiar Ciferri, Caetano Traina Jr.
2008	J	`jnl`	Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge. Int. J. Comput. Assist. Radiol. Surg. Paulo Mazzoncini de Azevedo Marques, Natalia Abdala Rosa, Agma Juci Machado Traina, Caetano Traina Jr., Sérgio Koodi Kinoshita, Rangaraj M. Rangayyan
2008	—	`conf`	The Visual Expression Process: Bridging Vision and Data Visualization. Smart Graphics José Fernando Rodrigues Jr., André G. R. Balan, Agma J. M. Traina, Caetano Traina Jr.
2008	—	`conf`	nsP-index: A Robust and Persistent Index for Nucleotide Sequences. ADBIS (local proceedings) Ricardo Rodrigues Ciferri, Cristina Dutra de Aguiar Ciferri, Caio César Mori Carélo, Caetano Traina Jr.
2007	—	`conf`	A Density-Biased Sampling Technique to Improve Cluster Representativeness. PKDD Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.
2007	J	`jnl`	A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2007	Misc	`conf`	An effective cost model for similarity queries in metric spaces. SAC Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr.
2007	—	`conf`	An efficient framework for similarity query optimization. GIS Mônica Ribeiro Porto Ferreira, Caetano Traina Jr., Agma J. M. Traina
2007	Misc	`conf`	Biased box sampling - a density-biased sampling for clustering. SAC Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.
2007	B	`conf`	Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. SSDBM Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos
2007	—	`conf`	Bulk-loading Dynamic Metric Access Methods. SBBD Thiago Galbiatti Vespa, Caetano Traina Jr., Agma J. M. Traina
2007	—	`conf`	Constrained Aggregate Similarity Queries in Metric Spaces. SBBD Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.
2007	J	`jnl`	Genetic algorithms for approximate similarity queries. Data Knowl. Eng. Renato Bueno, Agma Juci Machado Traina, Caetano Traina Jr.
2007	B	`conf`	HEAD: The Human Encephalon Automatic Delimiter. CBMS André G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo M. Azevedo-Marques, Caetano Traina Jr.
2007	B	`conf`	MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries. SSDBM Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr.
2007	B	`conf`	SuGAR: A Framework to Support Mammogram Diagnosis. CBMS Marcela X. Ribeiro, Agma J. M. Traina, André G. R. Balan, Caetano Traina Jr., Paulo M. Azevedo-Marques
2007	C	`conf`	The MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes. ADBIS Ives Rene Venturini Pola, Caetano Traina Jr., Agma J. M. Traina
2007	J	`jnl`	The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient. VLDB J. Caetano Traina Jr., Roberto F. Santos Filho, Agma J. M. Traina, Marcos R. Vieira, Christos Faloutsos
2007	J	`jnl`	The spatial-perceptual design space: a new comprehension for data visualization. Inf. Vis. José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.
2006	Misc	`conf`	A new similarity measure for histograms applied to content-based retrieval of medical images. SAC Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2006	—	`conf`	An Efficient Approach to Scale up k-medoid based Algorithms in Large Databases. SBBD Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.
2006	Misc	`conf`	Comparing images with distance functions based on attribute interaction. SAC Joaquim Cezar Felipe, Paulo M. Azevedo-Marques, André G. R. Balan, Caetano Traina Jr., Agma J. M. Traina
2006	J	`jnl`	DBM-Tree: Trading Height-Balancing for Performance in Metric Access Methods. J. Braz. Comput. Soc. Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Takada Chino, Agma J. M. Traina
2006	B	`conf`	Distance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria. CBMS Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.
2006	Misc	`conf`	Effective shape-based retrieval and classification of mammograms. SAC Joaquim Cezar Felipe, Marcela X. Ribeiro, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.
2006	J	`jnl`	Efficient Discovery of Unusual Patterns in Time Series . New Gener. Comput. Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2006	A	`conf`	Efficient processing of complex similarity queries in RDBMS through query rewriting. CIKM Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos
2006	Misc	`conf`	Evaluating the intrinsic dimension of evolving data streams. SAC Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2006	B	`conf`	Fighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques. CBMS Agma J. M. Traina, Joselene Marques, Caetano Traina Jr.
2006	—	`conf`	Perceptual Distance Functions for Similarity Retrieval of Medical Images. CIVR Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2006	C	`conf`	Reviewing Data Visualization: an Analytical Taxonomical Study. IV José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.
2006	A*	`conf`	SIREN: A Similarity Retrieval Engine for Complex Data. VLDB Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.
2006	B	`conf`	Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images. CBMS Marcela X. Ribeiro, Joselene Marques, Agma J. M. Traina, Caetano Traina Jr.
2006	C	`conf`	SuperGraph Visualization. ISM José Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2005	C	`conf`	A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images. ISM Joaquim Cezar Felipe, Jonatas B. Olioti, Agma J. M. Traina, Marcela X. Ribeiro, Elaine P. M. de Sousa, Caetano Traina Jr.
2005	Misc	`conf`	Accelerating approximate similarity queries using genetic algorithms. SAC Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.
2005	—	`conf`	Algoritmos Genéticos para Consultas por Similaridade Aproximadas. SBBD Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.
2005	C	`conf`	Enhanced visual evaluation of feature extractors for image mining. AICCSA José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2005	B	`conf`	Fractal Analysis of Image Textures for Indexing and Retrieval by Content. CBMS André G. R. Balan, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques
2005	C	`conf`	Global Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms. ISM Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2005	Misc	`conf`	Image domain formalization for content-based image retrieval. SAC Caetano Traina Jr., Josiel Maimoni de Figueiredo, Agma J. M. Traina
2005	Misc	`conf`	MAMView: a visual tool for exploring and understanding metric access methods. SAC Fabio Jun Takada Chino, Marcos R. Vieira, Agma J. M. Traina, Caetano Traina Jr.
2005	—	`conf`	Querying complex objects by similarity in SQL. SBBD Maria Camila Nardini Barioni, Humberto Luiz Razente, Caetano Traina Jr., Agma J. M. Traina
2005	J	`jnl`	Using an image-extended relational database to support content-based image retrieval in a PACS. Comput. Methods Programs Biomed. Caetano Traina Jr., Agma J. M. Traina, Myrian R. B. Araujo, Josiane Maria Bueno, Fabio Jun Takada Chino, Humberto Luiz Razente, Paulo M. Azevedo-Marques
2005	—	`conf`	Visualization Tree, Multiple Linked Analytical Decisions. Smart Graphics José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2004	B	`conf`	Content-based Image Retrieval Using Approximate Shape of Objects. CBMS Agma J. M. Traina, André G. R. Balan, Luis M. Bortolotti, Caetano Traina Jr.
2004	—	`conf`	DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data. SBBD Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Takada Chino, Agma J. M. Traina
2004	J	`jnl`	Efficient Algorithms to Execute Complex Similarity Queries in RDBMS. J. Braz. Comput. Soc. Adriano S. Arantes, Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina
2004	B	`conf`	Including Conditional Operators in Content-Based Image Retrieval in Large Sets of Medical Exams. CBMS Caetano Traina Jr., Agma J. M. Traina, Josiel Maimoni de Figueiredo
2004	B	`conf`	Knowledge Extraction using Visualization of Hemoglobin Parameters to Identify Thalassemia. CBMS Carlos Roberto Valêncio, Mauricio N. Tronco, Ana C. Bonini-Domingos, Cláudia R. Bonini-Domingos, Caetano Traina Jr., Agma J. M. Traina
2004	—	`conf`	Visual Analysis of Feature Selection for Data Mining Processes. SBBD Humberto Luiz Razente, Fabio Jun Takada Chino, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.
2003	—	`conf`	Aumento da Eficiência das Estruturas de Indexação Métricas com Uso de Conceitos da Lógica Nebulosa. SBBD Claudio Haruo Yamamoto, Mauro Biajiz, Caetano Traina Jr.
2003	J	`jnl`	Efficient Content-Based Image Retrieval through Metric Histograms. World Wide Web Agma J. M. Traina, Caetano Traina Jr., Josiane Maria Bueno, Fabio Jun Takada Chino, Paulo M. Azevedo-Marques
2003	—	`conf`	Frequency Plot and Relevance Plot to Enhance Visual Data Exploration. SIBGRAPI José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
2003	B	`conf`	Integrating Images to Patient Electronic Medical Records through Content-Based Retrieval Techniques. CBMS Agma J. M. Traina, Natalia Abdala Rosa, Caetano Traina Jr.
2003	B	`conf`	MultiWaveMed: A System for Medical Image Retrieval through Wavelets Transformations. CBMS Agma J. M. Traina, César A. B. Castañón, Caetano Traina Jr.
2003	—	`conf`	Operadores de Seleção por Similaridade para Sistemas de Gerenciamento de Bases de Dados Relacionais. SBBD Adriano S. Arantes, Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina
2003	B	`conf`	Retrieval by Content of Medical Images Using Texture for Tissue Identification. CBMS Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.
2003	—	`conf`	Using Efficient Visual Exploration Techniques to Evaluate Features for Content-Based Image Retrieval. SIBGRAPI José Fernando Rodrigues Jr., César A. B. Castañón, Caetano Traina Jr., Agma J. M. Traina
2002	—	`conf`	Data Visualization in RDBMS. ISDB Maria Camila Nardini Barioni, Elisângela Botelho, Christos Faloutsos, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.
2002	B	`conf`	Extending Relational atabases to Support Content-based Retrieval of Medical Images. CBMS Myrian R. B. Araujo, Caetano Traina Jr., Agma J. M. Traina, Josiane Maria Bueno, Humberto Luiz Razente
2002	—	`conf`	Extending SQL to Support Image Content-based Retrieval. ISDB Myrian R. B. Araujo, Agma J. M. Traina, Caetano Traina Jr.
2002	J	`jnl`	Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. IEEE Trans. Knowl. Data Eng. Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos, Bernhard Seeger
2002	B	`conf`	How to Add Content-based Image Retrieval Capability in a PACS. CBMS Josiane Maria Bueno, Fabio Jun Takada Chino, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques
2002	A	`conf`	How to improve the pruning ability of dynamic metric access methods. CIKM Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos
2002	—	`conf`	The Metric Histogram: A New and Efficient Approach for Content-based Image Retrieval. VDB Paulo M. Azevedo-Marques, Agma J. M. Traina, Caetano Traina Jr., Josiane Maria Bueno
2002	—	`conf`	Visually Mining on Multiple Relational Tables at Once. ADBIS Research Communications Maria Camila Nardini Barioni, Humberto Luiz Razente, Caetano Traina Jr., Agma J. M. Traina
2001	—	`conf`	Consultas por Similaridade em Dados Multimídia. SBBD Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho
2001	A*	`conf`	Similarity Search without Tears: The OMNI Family of All-purpose Access Methods. ICDE Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2001	A*	`conf`	Tri-plots: scalable tools for multidimensional data mining. KDD Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos
2001	—	`conf`	Visualização de Dados em Sistemas de Bases de Dados Relacionais. SBBD Agma J. M. Traina, Caetano Traina Jr., Elisângela Botelho, Maria Camila Nardini Barioni, Renato Bueno
2000	—	`conf`	Classification Abstraction: An Intrinsic Element in Database Systems. ADVIS Elaine P. Machado, Caetano Traina Jr., Myrian R. B. Araujo
2000	A*	`conf`	Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. ICDE Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos
2000	—	`conf`	Fast Feature Selection Using Fractal Dimension. SBBD Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2000	B	`conf`	Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. EDBT Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos
2000	—	`conf`	Spatial Join Selectivity Using Power Laws. SIGMOD Conference Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr.
1998	—	`conf`	A Tool for Content-Based Image Retrieval in Object-Oriented Databases. IADT Caetano Traina Jr., Agma J. M. Traina, Rildo R. dos Santos, Edna Y. Senzako
1998	—	`conf`	Content-Based Retrieval of Musical Scores in an Object-Oriented Database System. IADT Marisa Beck Figueiredo, Caetano Traina Jr., Agma J. M. Traina
1998	Misc	`conf`	Support to content-based image query in object-oriented databases. SAC Caetano Traina Jr., Agma J. M. Traina, Rildo R. dos Santos, Edna Y. Senzako
1997	—	`conf`	Use of a Semantically Grained Database System for Distribution and Control Within Design Environments. Euro-Par Caetano Traina Jr., João Eduardo Ferreira, Mauro Biajiz