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ORCIDCaetano Traina Jr.
Caetano Traina Júnior – Caetano Traina
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- affiliation: University of Sao Paulo, Brazil
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2020 – today
- 2024
[c199]Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina:
A symptom-based community-weighted similarity approach for inpatient health condition monitoring. CBMS 2024: 260-266- [c198]Erikson Júlio De Aguiar, Caetano Traina, Agma J. M. Traina:
RADAR-MIX: How to Uncover Adversarial Attacks in Medical Image Analysis through Explainability. CBMS 2024: 436-441 - [c197]Larissa Roberta Teixeira, Igor A. R. Eleutério, Mirela T. Cazzolato, Marco A. Gutierrez, Agma J. M. Traina, Caetano Traina Jr.
:
KluSIM: Speeding up K-Medoids Clustering over Dimensional Data with Metric Access Method. ICEIS (1) 2024: 73-84 - [c196]William Zaniboni Silva, Igor Alberte Rodrigues Eleutério, Larissa Roberta Teixeira, Agma Juci Machado Traina, Caetano Traina Júnior:
Similarity-Slim Extension: Reducing Financial and Computational Costs of Similarity Queries in Document Collections in NoSQL Databases. ICEIS (1) 2024: 95-106 - [c195]Igor A. R. Eleutério, Mirela T. Cazzolato, Larissa Roberta Teixeira, Marco Antonio Gutierrez, Agma Juci Machado Traina, Caetano Traina:
MIGUE-Sim: Speeding Up Similarity Queries with Native RDBMS Resources. SAC 2024: 321-328 - 2023
- [j87]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:
ClinicalPath: A Visualization Tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making. IEEE Trans. Vis. Comput. Graph. 29(10): 4031-4046 (2023) - [c194]Erikson Júlio De Aguiar, Márcus V. L. Costa, Caetano Traina, Agma J. M. Traina:
Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings. CBMS 2023: 13-16 - [c193]Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina:
Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS 2023: 117-122 - [c192]Márcus V. L. Costa, Erikson Júlio De Aguiar, Lucas Santiago Rodrigues, Jonathan S. Ramos, Caetano Traina, Agma J. M. Traina:
A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model. CBMS 2023: 517-522 - [c191]Willian D. Oliveira, Anna J. C. Lauton, Caetano Traina Jr., Lúcio F. D. Santos:
Similarity Grouping by Influence: Exploring Result Diversification in Similarity Group-by Operators. SBBD 2023: 402-407 - 2022
- [j86]Mirela T. Cazzolato, Lucas C. Scabora, Guilherme F. Zabot, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
FeatSet+: Visual Features Extracted from Public Image Datasets. J. Inf. Data Manag. 13(1) (2022) - [j85]Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases. J. Inf. Data Manag. 13(2) (2022) - [c190]João Victor de Oliveira Novaes, Lucio Fernandes Dutra Santos, Agma Juci Machado Traina, Caetano Traina Jr.:
ORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning. ADBIS 2022: 165-178 - [c189]Marcos V. N. Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques:
Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures. CBMS 2022: 72-77 - [c188]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:
Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. CBMS 2022: 78-83 - [c187]Lucas Santiago Rodrigues, Thiago Galbiatti Vespa, Igor A. R. Eleutério, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina:
MiDaS: Extract Golden Results from Knowledge Discovery Even over Incomplete Databases. ICCS (4) 2022: 653-667 - [c186]Erikson Júlio De Aguiar, Karem D. Marcomini, Felipe A. Quirino, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases. Computer-Aided Diagnosis 2022 - [i11]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:
ClinicalPath: a Visualization tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making. CoRR abs/2205.13570 (2022) - 2021
- [j84]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:
The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine. Comput. Biol. Medicine 134: 104489 (2021) - [j83]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.:
J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval. J. Inf. Data Manag. 12(2) (2021) - [c185]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:
I-CovidVis - A Visual Analytics Tool for Interoperable Healthcare Databases using Graphs. CBMS 2021: 125-130 - [c184]José Maria Clementino, Bruno S. Faiçal, Christian C. Bones, Caetano Traina, Marco A. Gutierrez, Agma J. M. Traina:
Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. CBMS 2021: 253-258 - [c183]Jonathan S. Ramos, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging. CBMS 2021: 389-394 - [c182]Andre Moriyama, Lucas Santiago Rodrigues, Lucas C. Scabora, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina:
VD-tree: how to build an efficient and fit metric access method using voronoi diagrams. SAC 2021: 327-335 - [c181]Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.:
SHARq: sharing recursive queries in relational databases. SAC 2021: 336-339 - [c180]Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases. SBBD 2021: 25-36 - 2020
- [j82]Gustavo Blanco, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo:
A superpixel-driven deep learning approach for the analysis of dermatological wounds. Comput. Methods Programs Biomed. 183 (2020) - [j81]Daniel Y. T. Chino, Lucas C. Scabora, Mirela T. Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina Jr., Agma J. M. Traina:
Segmenting skin ulcers and measuring the wound area using deep convolutional networks. Comput. Methods Programs Biomed. 191: 105376 (2020) - [j80]Afonso Lima, Alexander Florez, Alexis Lescano, João Victor de Oliveira Novaes, Natalia Martins, Caetano Traina Júnior, Elaine P. M. de Sousa, José F. Rodrigues Júnior, Robson L. F. Cordeiro:
Analysis of ENEM's attendants between 2012 and 2017 using a clustering approach. J. Inf. Data Manag. 11(2) (2020) - [c179]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:
Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP. CBMS 2020: 197-202 - [c178]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:
Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine. CBMS 2020: 356-361 - [c177]Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, José F. Rodrigues Jr., Caetano Traina Jr.:
Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC 2020: 404-411 - [c176]Lucas Santiago Rodrigues, Mirela Teixeira Cazzolato, Agma Juci Machado Traina, Caetano Traina:
Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values. SISAP 2020: 168-176 - [i10]Paulo H. Oliveira, Daniel S. Kaster, Caetano Traina Jr., Ihab F. Ilyas:
Batchwise Probabilistic Incremental Data Cleaning. CoRR abs/2011.04730 (2020)
2010 – 2019
- 2019
- [j79]Mirela T. Cazzolato, Lucas C. Scabora, Marcos R. Nesso Jr., Luis Fernando Milano Oliveira, Alceu Ferraz Costa, Daniel S. Kaster, Marcel Koenigkam-Santos, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr., Agma J. M. Traina:
dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions. Comput. Methods Programs Biomed. 173: 27-34 (2019) - [j78]Agma J. M. Traina, Safia Brinis, Glauco Vitor Pedrosa, Letricia P. S. Avalhais, Caetano Traina Jr.:
Querying on large and complex databases by content: Challenges on variety and veracity regarding real applications. Inf. Syst. 86: 10-27 (2019) - [j77]Safia Brinis, Caetano Traina Jr., Agma J. M. Traina:
Hollow-tree: a metric access method for data with missing values. J. Intell. Inf. Syst. 53(3): 481-508 (2019) - [j76]Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina Jr.:
SemIndex+: A semantic indexing scheme for structured, unstructured, and partly structured data. Knowl. Based Syst. 164: 378-403 (2019) - [j75]Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Rafael S. Paixão, Agma J. M. Traina, Caetano Traina:
Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories. IEEE J. Biomed. Health Informatics 23(6): 2220-2229 (2019) - [c175]Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Bruno S. Faiçal, Agma J. M. Traina, Caetano Traina:
UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. CBMS 2019: 306-311 - [c174]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina:
3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. CBMS 2019: 435-440 - [c173]Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Agma J. M. Traina, Caetano Traina:
Efficient Indexing of Multiple Metric Spaces with Spectra. ISM 2019: 169-176 - [c172]Caetano Traina Jr., Andre Moriyama, Guilherme Muzzi da Rocha, Robson L. F. Cordeiro, Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina:
The SimilarQL framework: similarity queries in plain SQL. SAC 2019: 468-471 - [c171]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:
A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice. SBBD 2019: 109-120 - [c170]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Oscar A. C. Linares, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina:
Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg. SIBGRAPI 2019: 76-83 - [i9]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma J. M. Traina:
3DBGrowth: volumetric vertebrae segmentation and reconstruction in magnetic resonance imaging. CoRR abs/1906.10288 (2019) - [i8]Gustavo Blanco, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo:
A superpixel-driven deep learning approach for the analysis of dermatological wounds. CoRR abs/1909.06264 (2019) - 2018
- [j74]Marcos V. N. Bedo, Daniel S. Kaster, Agma J. M. Traina, Caetano Traina Jr.:
The Merkurion approach for similarity searching optimization in Database Management Systems. Data Knowl. Eng. 113: 18-42 (2018) - [j73]Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina, Kokou Yétongnon, Carlos Raymundo Ibañez, Marc Al Assad, Christian Kallas:
Full-fledged semantic indexing and querying model designed for seamless integration in legacy RDBMS. Data Knowl. Eng. 117: 133-173 (2018) - [j72]Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Júnior:
Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. 9(1): 20-35 (2018) - [j71]Marcos Vinicius Naves Bedo, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Beyond Hit-or-Miss: A Comparative Study of Synopses for Similarity Searching. J. Inf. Data Manag. 9(1): 36-51 (2018) - [j70]Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Caetano Traina, Agma J. M. Traina:
How to speed up outliers removal in image matching. Pattern Recognit. Lett. 114: 31-40 (2018) - [c169]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:
RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS 2018: 71-76 - [c168]Daniel Yoshinobu Takada Chino, Lucas de Carvalho Scabora, Mirela Teixeira Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina, Agma Juci Machado Traina:
ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures. CBMS 2018: 82-87 - [c167]Lúcio F. D. Santos, Gustavo Blanco, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr., Marcos V. N. Bedo:
Exploring Diversified Similarity with Kundaha. CIKM 2018: 1903-1906 - [c166]Guilherme Q. Vasconcelos, Guilherme F. Zabot, Daniel Mario de Lima, José F. Rodrigues Jr., Caetano Traina Jr., Daniel S. Kaster, Robson L. F. Cordeiro:
TendeR-Sims - Similarity Retrieval System for Public Tenders. ICEIS (1) 2018: 143-150 - [c165]Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina, Kokou Yétongnon, Carlos Raymundo Ibañez, Christian Kallas:
Upgraded SemIndex Prototype Supporting Intelligent Database Keyword Queries through Disambiguation, Query as You Type, and Parallel Search Algorithms. ICCC 2018: 33-40 - [c164]Daniel Y. T. Chino, Lucas C. Scabora, Caetano Traina Jr., Agma J. M. Traina:
BoSS: image retrieval using bag-of-superpixels signatures. SAC 2018: 309-312 - [c163]Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.:
Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD 2018: 157-168 - 2017
- [j69]Paulo H. Oliveira, Caetano Traina Jr., Daniel S. Kaster:
CLAP, ACIR and SCOOP: Novel techniques for improving the performance of dynamic Metric Access Methods. Inf. Syst. 72: 117-135 (2017) - [j68]Caetano Traina Júnior, Robson L. F. Cordeiro, Cláudio Elízio Calazans Campelo:
Editorial. J. Inf. Data Manag. 8(1): 1-2 (2017) - [j67]Caetano Traina Júnior, Robson L. F. Cordeiro, Luiz Henrique de Campos Merschmann:
Editorial. J. Inf. Data Manag. 8(2): 100-101 (2017) - [j66]Caetano Traina Júnior, Robson L. F. Cordeiro, Roberto Willrich, Javam C. Machado:
Editorial. J. Inf. Data Manag. 8(3): 178-179 (2017) - [j65]Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos:
Modeling Temporal Activity to Detect Anomalous Behavior in Social Media. ACM Trans. Knowl. Discov. Data 11(4): 49:1-49:23 (2017) - [c162]Mirela Teixeira Cazzolato, Lucas de Carvalho Scabora, Alceu Ferraz Costa, Marcos Roberto Nesso Junior, Luis Fernando Milano Oliveira, Daniel dos Santos Kaster, Caetano Traina Júnior, Agma Juci Machado Traina:
BREATH: Heat Maps Assisting the Detection of Abnormal Lung Regions in CT Scans. CBMS 2017: 248-253 - [c161]Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Efficiently Indexing Multiple Repositories of Medical Image Databases. CBMS 2017: 286-291 - [c160]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.:
Behavioral Characterization of Criminality Spread in Cities. ICCS 2017: 2537-2541 - [c159]Paulo H. Oliveira, Lucas C. Scabora, Caetano Traina Jr., Daniel S. Kaster:
One index to dominate them all: domain indexes for improving queries across multiple tables. SAC 2017: 900-905 - [c158]Marcos V. N. Bedo, Agma J. M. Traina, Caetano Traina Jr.:
A Spline-based Cost Model for Metric Trees. SBBD 2017: 28-39 - [c157]Lucas C. Scabora, Paulo H. Oliveira, Daniel S. Kaster, Agma J. M. Traina, Caetano Traina Jr.:
Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k. SBBD 2017: 124-135 - [c156]Natan A. Laverde, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina Jr.:
Semantic Similarity Group By Operators for Metric Data. SISAP 2017: 247-261 - 2016
- [j64]Agma Juci Machado Traina, Caetano Traina Júnior:
Preface. Inf. Syst. 59: 1 (2016) - [j63]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.:
Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy. J. Digit. Imaging 29(1): 22-37 (2016) - [j62]Robson L. F. Cordeiro, Caetano Traina Júnior, Renato Fileto:
Editorial. J. Inf. Data Manag. 7(1): 1-3 (2016) - [j61]Caetano Traina Júnior, Robson L. F. Cordeiro, Leandro Balby Marinho:
Editorial. J. Inf. Data Manag. 7(2): 68-69 (2016) - [j60]Caetano Traina Júnior, Robson L. F. Cordeiro, Vanessa Braganholo:
Editorial. J. Inf. Data Manag. 7(3): 197-198 (2016) - [c155]Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos:
Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites. ICDM 2016: 91-100 - [c154]Luiz Olmes Carvalho, Lúcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Efficient Self-similarity Range Wide-joins Fostering Near-duplicate Image Detection in Emergency Scenarios. ICEIS (1) 2016: 81-91 - [c153]Luiz Olmes Carvalho, Lucio Fernandes Dutra Santos, Agma Juci Machado Traina, Caetano Traina Jr.:
Pivot-Based Similarity Wide-Joins Fostering Near-Duplicate Detection. ICEIS (Revised Selected Papers) 2016: 81-104 - [c152]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:
On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. ICEIS (1) 2016: 119-126 - [c151]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:
A Label-Scaled Similarity Measure for Content-Based Image Retrieval. ISM 2016: 20-25 - [c150]Lúcio F. D. Santos, Luiz Olmes Carvalho, Marcos Vinicius Naves Bedo, Agma J. M. Traina, Caetano Traina Jr.:
When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence. ISM 2016: 26-29 - [c149]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:
Unveiling smoke in social images with the SmokeBlock approach. SAC 2016: 49-54 - [i7]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.:
Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR abs/1612.06115 (2016) - 2015
- [j59]Ives Rene Venturini Pola, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina:
Similarity sets: A new concept of sets to seamlessly handle similarity in database management systems. Inf. Syst. 52: 130-148 (2015) - [j58]Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina Jr., Renato Fileto:
Approximate XML structure validation based on document-grammar tree similarity. Inf. Sci. 295: 258-302 (2015) - [j57]Caetano Traina Júnior, Robson L. F. Cordeiro, Sandra de Amo, Clodoveu A. Davis Jr.:
Editorial. J. Inf. Data Manag. 6(1): 1-3 (2015) - [j56]Caetano Traina Júnior, Robson L. F. Cordeiro, Renata de Matos Galante, Tatiana Aires Tavares:
Editorial. J. Inf. Data Manag. 6(2): 104 (2015) - [j55]Caetano Traina Júnior, Robson L. F. Cordeiro:
Editorial. J. Inf. Data Manag. 6(3): 160-161 (2015) - [c148]Paulo H. Oliveira, Caetano Traina Jr., Daniel S. Kaster:
Improving the Pruning Ability of Dynamic Metric Access Methods with Local Additional Pivots and Anticipation of Information. ADBIS 2015: 18-31 - [c147]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.:
Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers. CBMS 2015: 109-114 - [c146]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.:
Fire Detection from Social Media Images by Means of Instance-Based Learning. ICEIS (Revised Selected Papers) 2015: 23-44 - [c145]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.:
Techniques for Effective and Efficient Fire Detection from Social Media Images. ICEIS (1) 2015: 34-45 - [c144]Luiz Olmes Carvalho, Lúcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Self Similarity Wide-Joins for Near-Duplicate Image Detection. ISM 2015: 237-240 - [c143]Lúcio F. D. Santos, Rafael L. Dias, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method. ISM 2015: 357-362 - [c142]Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos:
RSC: Mining and Modeling Temporal Activity in Social Media. KDD 2015: 269-278 - [c141]Lúcio F. D. Santos, Willian D. Oliveira, Luiz Olmes Carvalho, Mônica Ribeiro Porto Ferreira, Agma J. M. Traina, Caetano Traina Jr.:
Combine-and-conquer: improving the diversity in similarity search through influence sampling. SAC 2015: 994-999 - [c140]Luiz Olmes Carvalho, Lúcio F. D. Santos, Willian D. Oliveira, Agma Juci Machado Traina, Caetano Traina Jr.:
Similarity Joins and Beyond: An Extended Set of Binary Operators with Order. SISAP 2015: 29-41 - [c139]Lúcio F. D. Santos, Luiz Olmes Carvalho, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Diversity in Similarity Joins. SISAP 2015: 42-53 - [c138]Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr., Daniel dos Santos Kaster:
Improving Metric Access Methods with Bucket Files. SISAP 2015: 65-76 - [c137]Marcos Vinicius Naves Bedo, Daniel dos Santos Kaster, Agma J. M. Traina, Caetano Traina Jr.:
Compact distance histogram: a novel structure to boost k-nearest neighbor queries. SSDBM 2015: 36:1-36:6 - [e2]Caetano Traina Jr., Pedro Pereira Rodrigues, Bridget Kane, Paulo Mazzoncini de Azevedo Marques, Agma Juci Machado Traina:
28th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2015, Sao Carlos, Brazil, June 22-25, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-6775-2 [contents] - [i6]José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Large Graph Analysis in the GMine System. CoRR abs/1505.07777 (2015) - [i5]José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.:
The Spatial-Perceptual Design Space: a new comprehension for Data Visualization. CoRR abs/1505.07804 (2015) - [i4]José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.:
Reviewing Data Visualization: an Analytical Taxonomical Study. CoRR abs/1506.02976 (2015) - [i3]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.:
Techniques for effective and efficient fire detection from social media images. CoRR abs/1506.03844 (2015) - [i2]José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
SuperGraph Visualization. CoRR abs/1506.04606 (2015) - [i1]