Agma J. M. Traina

293 papers A* 9A 8B 67C 21Misc 30Journal 88Unranked 69

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Framework for Predictive Similarity Queries Over Heterogeneous Metric Spaces. IEEE Open J. Comput. Soc. Thiago Galbiatti Vespa, Igor A. R. Eleutério, Agma J. M. Traina, Fabio M. Bertato, Caetano Traina Júnior
2026	J	`jnl`	ECommVis: Supporting E-Commerce Marketplace Advertising Outcomes Through a Visual Analytics System. IEEE Open J. Comput. Soc. Henrique L. S. Gino, Jean Roberto Ponciano, Claudio D. G. Linhares, Agma J. M. Traina
2026	B	`ed.`	Similarity Search and Applications - 18th International Conference, SISAP 2025, Reykjavik, Iceland, October 1-3, 2025, Proceedings SISAP Giuseppe Amato, Vladimir Mic, Agma J. M. Traina, Nicola Messina, Laurent Amsaleg, Gylfi Þór Guðmundsson, Björn Þór Jónsson, Lucia Vadicamo
2025	B	`conf`	AI-Driven Public Health Surveillance: Analyzing Vulnerable Areas in Brazil Using Remote Sensing and Socioeconomic Data. CBMS Joao Pedro Silva, Erikson Júlio De Aguiar, Gabriel Spadon, Agma J. M. Traina, Jose F. Rodrigues
2025	J	`jnl`	DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images. Health Inf. Sci. Syst. Márcus V. L. Costa, Erikson Júlio De Aguiar, Lucas Santiago Rodrigues, Caetano Traina, Agma J. M. Traina
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
2025	B	`conf`	Improving U-Net with Attention Mechanism for Medical Image Segmentation Applications. CBMS Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Agma J. M. Traina, Denis F. Wolf
2025	B	`conf`	Modeling Clinical Data with Attention: A Knowledge Graph Approach with CliniKG. CBMS Eduardo Moura, Rafael C. G. Conrado, Leonardo O. Campos, Mauro Marcel Olivatto, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina, Mirela T. Cazzolato
2025	J	`jnl`	ZigzagNetVis: Suggesting Temporal Resolutions for Graph Visualization Using Zigzag Persistence. IEEE Trans. Vis. Comput. Graph. Raphaël Tinarrage, Jean R. Ponciano, Claudio D. G. Linhares, Agma J. M. Traina, Jorge Poco
2024	B	`conf`	A symptom-based community-weighted similarity approach for inpatient health condition monitoring. CBMS Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, 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.
2024	B	`conf`	MedTimeSplit: Continual dataset partitioning to mimic real-world settings for federated learning on Non-IID medical image data. IEEE Big Data Erikson Júlio De Aguiar, Agma J. M. Traina, Sumi Helal
2024	B	`conf`	RADAR-MIX: How to Uncover Adversarial Attacks in Medical Image Analysis through Explainability. CBMS Erikson Júlio De Aguiar, Caetano Traina, Agma J. M. Traina
2024	—	`conf`	RadPleura: A Radiomics-Based Framework for Lung Pleura Classification in Histology Images from Interstitial Lung Diseases. ISBI Oscar Cuadros Linares, Ivar Vargas Belizario, Sabrina Setembre Batah, Bernd Hamann, Alexandre Todorovic Fabro, Paulo M. Azevedo-Marques, Agma J. M. Traina
2023	B	`conf`	A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model. CBMS Márcus V. L. Costa, Erikson Júlio De Aguiar, Lucas Santiago Rodrigues, Jonathan S. Ramos, Caetano Traina, Agma J. M. Traina
2023	B	`conf`	Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings. CBMS Erikson Júlio De Aguiar, Márcus V. L. Costa, Caetano Traina, Agma J. M. Traina
2023	—	`conf`	BoCS: Image Retrieval Using Explicable Methods. SIBGRAPI Endi D. C. Silva, Agma J. M. Traina
2023	A	`conf`	CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. CIKM Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos
2023	J	`jnl`	ClinicalPath: A Visualization Tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making. IEEE Trans. Vis. Comput. Graph. Claudio D. G. Linhares, Daniel Mario de Lima, Jean R. Ponciano, Mauro M. Olivatto, Marco A. Gutierrez, Jorge Poco, Caetano Traina, Agma J. M. Traina
2023	B	`conf`	Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina
2023	J	`jnl`	LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies. IEEE Trans. Vis. Comput. Graph. Claudio D. G. Linhares, Jean R. Ponciano, Diogenes S. Pedro, Luis E. C. Rocha, Agma J. M. Traina, Jorge Poco
2023	J	`jnl`	Patient assignment optimization in cloud healthcare systems: a distributed genetic algorithm. Health Inf. Sci. Syst. Xinyu Pang, Yong-Feng Ge, Kate N. Wang, Agma J. M. Traina, Hua Wang
2023	J	`jnl`	Pushing diversity into higher dimensions: The LID effect on diversified similarity searching. Inf. Syst. Daniel L. Jasbick, Lúcio F. D. Santos, Paulo M. Azevedo-Marques, Agma J. M. Traina, Daniel de Oliveira, Marcos V. N. Bedo
2023	J	`jnl`	TDANetVis: Suggesting temporal resolutions for graph visualization using zigzag persistent homology. CoRR Raphaël Tinarrage, Jean R. Ponciano, Claudio D. G. Linhares, Agma J. M. Traina, Jorge Poco
2023	A*	`conf`	TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2022	B	`conf`	Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. CBMS Jonathan S. Ramos, Erikson Júlio De Aguiar, Ivar Vargas Belizario, Márcus V. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina
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	J	`jnl`	Establishing trajectories of moving objects without identities: The intricacies of cell tracking and a solution. Inf. Syst. Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm
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	`ed.`	Health Information Science - 11th International Conference, HIS 2022, Virtual Event, October 28-30, 2022, Proceedings HIS Agma J. M. Traina, Hua Wang, Yong Zhang, Siuly Siuly, Rui Zhou, Lu Chen
2022	J	`jnl`	LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies. CoRR Claudio D. G. Linhares, Jean R. Ponciano, Diogenes S. Pedro, Luis E. C. Rocha, Agma J. M. Traina, Jorge Poco
2022	—	`conf`	MiDaS: Extract Golden Results from Knowledge Discovery Even over Incomplete Databases. ICCS (4) Lucas Santiago Rodrigues, Thiago Galbiatti Vespa, Igor A. R. Eleutério, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina
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
2022	B	`conf`	TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. IEEE Big Data Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2022	C	`conf`	Variational Autoencoders for Medical Image Retrieval. INISTA Cézanne Alves, Agma J. M. Traina
2022	B	`conf`	Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures. CBMS Marcos V. N. Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques
2021	B	`ed.`	34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021 CBMS João Rafael Almeida, Alejandro Rodríguez González, Linlin Shen, Bridget Kane, Agma J. M. Traina, Paolo Soda, José Luís Oliveira
2021	B	`conf`	BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging. CBMS Jonathan S. Ramos, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina
2021	B	`conf`	I-CovidVis - A Visual Analytics Tool for Interoperable Healthcare Databases using Graphs. CBMS Claudio D. G. Linhares, Daniel Mario de Lima, Christian C. Bones, Marina F. S. de Sá Rebelo, Marco A. Gutierrez, Caetano Traina, 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	J	`jnl`	Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks. IEEE Access Felipe Taliar Giuntini, Kauê L. de Moraes, Mirela T. Cazzolato, Luziane de Fátima Kirchner, Maria de Jesus Dutra dos Reis, Agma J. M. Traina, Andrew Thomas Campbell, Jó Ueyama
2021	B	`conf`	Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. CBMS José Maria Clementino, Bruno S. Faiçal, Christian C. Bones, Caetano Traina, Marco A. Gutierrez, Agma J. M. Traina
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
2021	J	`jnl`	Tracing the Emotional Roadmap of Depressive Users on Social Media Through Sequential Pattern Mining. IEEE Access Felipe Taliar Giuntini, Kauê L. de Moraes, Mirela T. Cazzolato, Luziane de Fátima Kirchner, Maria de Jesus Dutra dos Reis, Agma J. M. Traina, Andrew Thomas Campbell, Jó Ueyama
2021	Misc	`conf`	VD-tree: how to build an efficient and fit metric access method using voronoi diagrams. SAC Andre Moriyama, Lucas Santiago Rodrigues, Lucas C. Scabora, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina
2020	J	`jnl`	A review on recognizing depression in social networks: challenges and opportunities. J. Ambient Intell. Humaniz. Comput. Felipe Taliar Giuntini, Mirela T. Cazzolato, Maria de Jesus Dutra dos Reis, Andrew Thomas Campbell, Agma J. M. Traina, Jó Ueyama
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	B	`conf`	Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP. CBMS José Maria Clementino, Christian C. Bones, Bruno S. Faiçal, Oscar A. C. Linares, Daniel Mario de Lima, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina
2020	B	`conf`	Efficient Segmentation of Cell Nuclei in Histopathological Images. CBMS Oscar Cuadros Linares, Aurea Soriano-Vargas, Bruno S. Faiçal, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina
2020	Misc	`conf`	FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI. SAC Jonathan S. Ramos, Mirela T. Cazzolato, Marcello H. Nogueira-Barbosa, Agma J. M. Traina
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
2020	B	`conf`	Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine. CBMS Mirela T. Cazzolato, Jonathan S. Ramos, Lucas Santiago Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina, Agma J. M. Traina
2019	B	`conf`	3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. CBMS Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina, 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	B	`conf`	A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds. CBMS Wellington S. Silva, Daniel L. Jasbick, Rodrigo Erthal Wilson, Paulo M. Azevedo-Marques, Agma J. M. Traina, Lúcio F. D. Santos, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo
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	Misc	`conf`	BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. SAC Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina
2019	J	`jnl`	BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. CoRR Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina
2019	C	`conf`	Efficient Indexing of Multiple Metric Spaces with Spectra. ISM Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Agma J. M. Traina, Caetano Traina
2019	J	`jnl`	Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories. IEEE J. Biomed. Health Informatics Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Rafael S. Paixão, Agma J. M. Traina, Caetano Traina
2019	—	`conf`	Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg. SIBGRAPI Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Oscar A. C. Linares, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina
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	B	`conf`	How to Automatically Identify Regions of Interest in High-Resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis. CBMS Oscar Cuadros Linares, Bruno S. Faiçal, Paulo Barbosa, Bernd Hamann, Alexandre Todorovic Fabro, 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
2019	—	`conf`	Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research. MedInfo Daniel Mario de Lima, José F. Rodrigues Jr., Agma J. M. Traina, Fabio A. Pires, Marco A. Gutierrez
2019	B	`conf`	UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. CBMS Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Bruno S. Faiçal, Agma J. M. Traina, Caetano 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	Misc	`conf`	Class-constraint similarity queries. SAC Jéssica Andressa de Souza, Agma J. M. Traina, Sebastian Michel
2018	J	`jnl`	Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Júnior
2018	A	`conf`	Efficient and Reliable Estimation of Cell Positions. CIKM Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm
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	J	`jnl`	Full-fledged semantic indexing and querying model designed for seamless integration in legacy RDBMS. Data Knowl. Eng. Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina, Kokou Yétongnon, Carlos Raymundo Ibañez, Marc Al Assad, Christian Kallas
2018	J	`jnl`	How to speed up outliers removal in image matching. Pattern Recognit. Lett. Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Caetano Traina, Agma J. M. Traina
2018	B	`conf`	RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS Marcos Roberto Nesso Junior, Mirela T. Cazzolato, Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Jéssica Andressa de Souza, Willian D. Oliveira, Daniel Y. T. Chino, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina
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.
2018	C	`conf`	Upgraded SemIndex Prototype Supporting Intelligent Database Keyword Queries through Disambiguation, Query as You Type, and Parallel Search Algorithms. ICCC Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina, Kokou Yétongnon, Carlos Raymundo Ibañez, Christian Kallas
2017	—	`conf`	A Spline-based Cost Model for Metric Trees. SBBD Marcos V. N. Bedo, Agma J. M. Traina, Caetano Traina Jr.
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	—	`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	J	`jnl`	Retrieving 2D shapes by similarity based on bag of salience points. Multim. Tools Appl. Glauco Vitor Pedrosa, Agma J. M. Traina, Célia A. Zorzo Barcelos
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.
2017	A	`conf`	VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume. SDM Daniel Y. T. Chino, Alceu Ferraz Costa, Agma J. M. Traina, Christos Faloutsos
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	Misc	`conf`	ClusMAM: fast and effective unsupervised clustering of large complex datasets using metric access methods. SAC Jéssica Andressa de Souza, Mirela T. Cazzolato, Agma J. M. Traina
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	B	`conf`	Encoding Visual Attention Features for Effective Biomedical Images Retrieval. CBMS Glauco Vitor Pedrosa, Agma J. M. Traina
2016	—	`conf`	FOMP: A Novel Preprocessing Technique to Speed-Up the Outlier Removal from Matched Points. SIBGRAPI Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Agma J. M. Traina
2016	B	`conf`	Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow. ICTAI Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina
2016	J	`jnl`	Meta-generalis: A novel method for structuring information from radiology reports. Appl. Clin. Inform. Flavio Barbosa, Agma J. M. Traina, Valdair Muglia
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	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	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	J	`jnl`	A Survey on Distributed Visualization Techniques over Clusters of Personal Computers. CoRR José Fernando Rodrigues Jr., André G. R. Balan, Luciana A. M. Zaina, Agma J. M. Traina
2015	J	`jnl`	A survey on Information Visualization in light of Vision and Cognitive sciences. CoRR José Fernando Rodrigues Jr., Luciana A. M. Zaina, Maria Cristina Ferreira de Oliveira, Agma J. M. 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	—	`conf`	BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis. SIBGRAPI Daniel Y. T. Chino, Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina
2015	J	`jnl`	BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis. CoRR Daniel Y. T. Chino, Letricia P. S. Avalhais, José Fernando Rodrigues Jr., Agma J. M. Traina
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	Misc	`conf`	Compact and discriminative approach for encoding spatial-relationship of visual words. SAC Glauco Vitor Pedrosa, Agma J. M. Traina
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	J	`jnl`	GMine: A System for Scalable, Interactive Graph Visualization and Mining. CoRR José F. Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
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	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	—	`conf`	Mineração de regras de associação temporais quantitativas por meio de algoritmo genético [Quantitative temporal association rule mining by genetic algorithm]. SBSI Sérgio Francisco da Silva, Marcos Aurélio Batista, Agma J. M. Traina
2015	C	`ed.`	Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems, Caraguatatuba, Brazil, October 25 - 29, 2015 MEDES Richard Chbeir, Yannis Manolopoulos, Victor Pellegrini Mammana, Eduardo Antonio Modena, Agma J. M. Traina, Oscar Salviano Silva Filho, Youakim Badr, Frédéric Andrès
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	Misc	`conf`	Shape description based on bag of salience points. SAC Glauco Vitor Pedrosa, Agma J. M. Traina, Célia A. Zorzo Barcelos
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	J	`jnl`	Findings on ranking evaluation functions for feature weighting in image retrieval. J. Braz. Comput. Soc. Sérgio Francisco da Silva, Letricia P. S. Avalhais, Marcos Aurélio Batista, Célia A. Zorzo Barcelos, Agma J. M. Traina
2014	A	`conf`	Integrating visual words as bunch of n-grams for effective biomedical image classification. WACV Glauco Vitor Pedrosa, Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, L. Rodney Long, Agma J. M. Traina
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	—	`conf`	The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series. ICEIS (1) Bruno Ferraz do Amaral, Daniel Y. T. Chino, Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Agma J. M. Traina, Elaine P. M. de Sousa
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	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`	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	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`	Finding Spatio-Temporal Patterns in Multidimensional Data Streams. J. Inf. Data Manag. Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Agma J. M. Traina, Elaine P. M. de Sousa
2013	—	`conf`	From Bag-of-Visual-Words to Bag-of-Visual-Phrases Using n-Grams. SIBGRAPI Glauco Vitor Pedrosa, Agma J. M. Traina
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	B	`ed.`	Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013 CBMS Pedro Pereira Rodrigues, Mykola Pechenizkiy, João Gama, Ricardo Cruz-Correia, Jiming Liu, Agma J. M. Traina, Peter J. F. Lucas, Paolo Soda
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`	Challenges for users and designers in the design process of a satellite images handling system. IHC (Companion) Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Daniel Y. T. Chino, Agma J. M. Traina
2012	Misc	`conf`	Image retrieval employing genetic dissimilarity weighting and feature space transformation functions. SAC Letricia P. S. Avalhais, Sérgio Francisco da Silva, José Fernando Rodrigues Jr., Agma J. M. Traina
2012	—	`conf`	SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data. ICCSA (3) Marcos Daniel Cano, Marilde Terezinha Prado Santos, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Marcela Xavier Ribeiro
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	Misc	`conf`	To be or not to be real: fractal analysis of data streams from a regional climate change model. SAC Santiago Augusto Nunes, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Priscila P. Coltri, Elaine P. M. de Sousa
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	—	`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	J	`jnl`	H-Metric: Characterizing Image Datasets via Homogenization Based on KNN-Queries. Data Sci. J. Welington M. da Silva, José Fernando Rodrigues Jr., Agma J. M. Traina, Sérgio Francisco da Silva
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	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	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	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	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`	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`	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	B	`conf`	Silhouette-based feature selection for classification of medical images. CBMS Sérgio Francisco da Silva, Bruno Brandoli, Danilo Medeiros Eler, João Batista Neto, 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	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	C	`ed.`	MEDES '09: International ACM Conference on Management of Emergent Digital EcoSystems, Lyon, France, October 27-30, 2009 MEDES Richard Chbeir, Youakim Badr, Epaminondas Kapetanios, Agma J. M. Traina
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	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	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	Misc	`conf`	A new algorithm for data discretization and feature selection. SAC Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2008	—	`conf`	A new method to efficiently reduce histogram dimensionality. Computer-Aided Diagnosis Pedro Henrique Bugatti, Agma J. M. Traina, Joaquim Cezar Felipe, Caetano Traina
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	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	—	`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	—	`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`	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.
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	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	Misc	`conf`	Horizontal fragmentation as a technique to improve the performance of drill-down and roll-up queries. SAC Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Diogo Tuler Forlani, Agma J. M. Traina, Fernando da Fonseca de Souza
2007	J	`jnl`	Investigating the potential of art neural network models for indexing and information retrieval. Int. J. Intell. Syst. Roseli A. F. Romero, José F. Vicentini, Patrícia R. Oliveira, Agma J. M. Traina
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	A*	`conf`	Automatic mining of fruit fly embryo images. KDD Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos
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	A*	`conf`	GMine: A System for Scalable, Interactive Graph Visualization and Mining. VLDB José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
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	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	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	B	`conf`	3D reconstruction of magnetic resonance imaging using largely spaced slices. CBMS Agma J. M. Traina, Afonso H. M. A. Prado, Josiane Maria Bueno