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Agma J. M. Traina

Agma Juci Machado Traina

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affiliation: University of Sao Paulo, Brazil

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2024
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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
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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
[c223]
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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
[c222]
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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
[c221]
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Oscar Cuadros Linares, Ivar Vargas Belizario, Sabrina Setembre Batah, Bernd Hamann, Alexandre Todorovic Fabro, Paulo M. Azevedo-Marques, Agma J. M. Traina:
RadPleura: A Radiomics-Based Framework for Lung Pleura Classification in Histology Images from Interstitial Lung Diseases. ISBI 2024: 1-5
[c220]
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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
[j82]
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Xinyu Pang, Yong-Feng Ge, Kate N. Wang, Agma J. M. Traina, Hua Wang:
Patient assignment optimization in cloud healthcare systems: a distributed genetic algorithm. Health Inf. Sci. Syst. 11(1): 30 (2023)
[j81]
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Daniel L. Jasbick, Lúcio F. D. Santos, Paulo M. Azevedo-Marques, Agma J. M. Traina, Daniel de Oliveira, Marcos V. N. Bedo:
Pushing diversity into higher dimensions: The LID effect on diversified similarity searching. Inf. Syst. 114: 102166 (2023)
[j80]
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Claudio D. G. Linhares, Jean R. Ponciano, Diogenes S. Pedro, Luis E. C. Rocha, Agma J. M. Traina, Jorge Poco:
LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies. IEEE Trans. Vis. Comput. Graph. 29(1): 203-213 (2023)
[j79]
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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)
[c219]
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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:
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI 2023: 16410-16412
[c218]
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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
[c217]
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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
[c216]
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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
[c215]
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Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos:
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. CIKM 2023: 4509-4515
[c214]
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Renato Gomes Marcacini, Willian Dener de Oliveira, Agma Juci Machado Traina:
Calibração de Distância em Métodos de Acesso Métrico por meio de Realimentação de Relevância. SBBD 2023: 89-101
[c213]
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Endi D. C. Silva, Agma J. M. Traina:
BoCS: Image Retrieval Using Explicable Methods. SIBGRAPI 2023: 235-240
[i16]
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Raphaël Tinarrage, Jean R. Ponciano, Claudio D. G. Linhares, Agma J. M. Traina, Jorge Poco:
TDANetVis: Suggesting temporal resolutions for graph visualization using zigzag persistent homology. CoRR abs/2304.03828 (2023)
2022
[j78]
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Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm:
Establishing trajectories of moving objects without identities: The intricacies of cell tracking and a solution. Inf. Syst. 105: 101955 (2022)
[j77]
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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)
[j76]
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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)
[c212]
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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
[c211]
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Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos:
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. IEEE Big Data 2022: 2214-2217
[c210]
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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
[c209]
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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
[c208]
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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
[c207]
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Cézanne Alves, Agma J. M. Traina:
Variational Autoencoders for Medical Image Retrieval. INISTA 2022: 1-6
[c206]
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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. Medical Imaging: Computer-Aided Diagnosis 2022
[c205]
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Karem Daiane Marcomini, Diego Armando Cardona Cárdenas, Agma Juci Machado Traina, José Eduardo Krieger, Marco Antonio Gutierrez:
A deep learning approach for COVID-19 screening and localization on chest x-ray images. Medical Imaging: Computer-Aided Diagnosis 2022
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Agma J. M. Traina, Hua Wang, Yong Zhang, Siuly Siuly, Rui Zhou, Lu Chen:
Health Information Science - 11th International Conference, HIS 2022, Virtual Event, October 28-30, 2022, Proceedings. Lecture Notes in Computer Science 13705, Springer 2022, ISBN 978-3-031-20626-9 [contents]
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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)
[i14]
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Claudio D. G. Linhares, Jean R. Ponciano, Diogenes S. Pedro, Luis E. C. Rocha, Agma J. M. Traina, Jorge Poco:
LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies. CoRR abs/2208.04358 (2022)
2021
[j75]
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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:
Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks. IEEE Access 9: 93182-93194 (2021)
[j74]
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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:
Tracing the Emotional Roadmap of Depressive Users on Social Media Through Sequential Pattern Mining. IEEE Access 9: 97621-97635 (2021)
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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)
[j72]
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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)
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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
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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
[c202]
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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
[c201]
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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
[c200]
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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
[c199]
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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
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João Rafael Almeida, Alejandro Rodríguez González, Linlin Shen, Bridget Kane, Agma J. M. Traina, Paolo Soda, José Luís Oliveira:
34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021. IEEE 2021, ISBN 978-1-6654-4121-6 [contents]
2020
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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)
[j70]
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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)
[j69]
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Felipe Taliar Giuntini, Mirela T. Cazzolato, Maria de Jesus Dutra dos Reis, Andrew Thomas Campbell, Agma J. M. Traina, Jó Ueyama:
A review on recognizing depression in social networks: challenges and opportunities. J. Ambient Intell. Humaniz. Comput. 11(11): 4713-4729 (2020)
[c198]
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Oscar Cuadros Linares, Aurea Soriano-Vargas, Bruno S. Faiçal, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina:
Efficient Segmentation of Cell Nuclei in Histopathological Images. CBMS 2020: 47-52
[c197]
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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
[c196]
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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
[c195]
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Jonathan S. Ramos, Mirela T. Cazzolato, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI. SAC 2020: 198-201
[c194]
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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

2010 – 2019

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2019
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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)
[j67]
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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)
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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)
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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)
[j64]
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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)
[c193]
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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
[c192]
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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:
A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds. CBMS 2019: 343-348
[c191]
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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
[c190]
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Oscar Cuadros Linares, Bruno S. Faiçal, Paulo Barbosa, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina:
How to Automatically Identify Regions of Interest in High-Resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis. CBMS 2019: 571-574
[c189]
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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
[c188]
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Daniel Mario de Lima, José F. Rodrigues Jr., Agma J. M. Traina, Fabio A. Pires, Marco A. Gutierrez:
Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research. MedInfo 2019: 233-237
[c187]
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Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. SAC 2019: 220-227
[c186]
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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
[c185]
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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
[c184]
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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
[i13]
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Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. CoRR abs/1906.08620 (2019)
[i12]
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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)
[i11]
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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
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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)
[j62]
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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)
[j61]
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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)
[j60]
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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)
[j59]
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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)
[c183]
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  - conf/cbms/JuniorCSOSSOCRT18
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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
[c182]
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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
[c181]
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Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm:
Efficient and Reliable Estimation of Cell Positions. CIKM 2018: 1043-1052
[c180]
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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
[c179]
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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
[c178]
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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
[c177]
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Jéssica Andressa de Souza, Agma J. M. Traina, Sebastian Michel:
Class-constraint similarity queries. SAC 2018: 549-556
2017
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Glauco Vitor Pedrosa, Agma J. M. Traina, Célia A. Zorzo Barcelos:
Retrieving 2D shapes by similarity based on bag of salience points. Multim. Tools Appl. 76(20): 20957-20971 (2017)
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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)
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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
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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
[c174]
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Marcos V. N. Bedo, Agma J. M. Traina, Caetano Traina Jr.:
A Spline-based Cost Model for Metric Trees. SBBD 2017: 28-39
[c173]
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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
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Daniel Y. T. Chino, Alceu Ferraz Costa, Agma J. M. Traina, Christos Faloutsos:
VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume. SDM 2017: 108-116
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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
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Flavio Barbosa, Agma J. M. Traina, Valdair Muglia:
Meta-generalis: A novel method for structuring information from radiology reports. Appl. Clin. Inform. 07(03): 803-816 (2016)
[j55]
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Agma Juci Machado Traina, Caetano Traina Júnior:
Preface. Inf. Syst. 59: 1 (2016)
[j54]
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Yannis Manolopoulos, Richard Chbeir, Agma Juci Machado Traina, Youakim Badr, Frédéric Andrès:
Preface. J. Innov. Digit. Ecosyst. 3(2): 45-47 (2016)
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Glauco Vitor Pedrosa, Agma J. M. Traina:
Encoding Visual Attention Features for Effective Biomedical Images Retrieval. CBMS 2016: 235-240
[c169]
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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
[c168]
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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
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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
[c166]
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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
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Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina:
Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow. ICTAI 2016: 913-920
[c164]
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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
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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
[c162]
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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
[c161]
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Jéssica Andressa de Souza, Mirela T. Cazzolato, Agma J. M. Traina:
ClusMAM: fast and effective unsupervised clustering of large complex datasets using metric access methods. SAC 2016: 986-991
[c160]
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Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Agma J. M. Traina:
FOMP: A Novel Preprocessing Technique to Speed-Up the Outlier Removal from Matched Points. SIBGRAPI 2016: 225-232
2015
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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)
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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)
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Paulo Duarte Barbieri, Glauco Vitor Pedrosa, Agma Juci Machado Traina, Marcello Henrique Nogueira-Barbosa:
Vertebral Body Segmentation of Spine MR Images Using Superpixels. CBMS 2015: 44-49
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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
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Rodrigo Fernandes Barroso, Marcelo Ponciano-Silva, Agma Juci Machado Traina, Renato Bueno:
Speeding up the combination of multiple descriptors for different boundary conditions. CLEI 2015: 1-11
[c156]
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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
[c155]
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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
[c154]
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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
[c153]
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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
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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
[c151]
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Glauco Vitor Pedrosa, Agma J. M. Traina, Célia A. Zorzo Barcelos:
Shape description based on bag of salience points. SAC 2015: 74-79
[c150]
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Glauco Vitor Pedrosa, Agma J. M. Traina:
Compact and discriminative approach for encoding spatial-relationship of visual words. SAC 2015: 92-95
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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
[c148]
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Sérgio Francisco da Silva, Marcos Aurélio Batista, Agma J. M. Traina:
Mineração de regras de associação temporais quantitativas por meio de algoritmo genético [Quantitative temporal association rule mining by genetic algorithm]. SBSI 2015: 195-202
[c147]
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Daniel Y. T. Chino, Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina:
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis. SIBGRAPI 2015: 95-102
[c146]
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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
[c145]
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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
[c144]
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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
[c143]
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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
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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]
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Richard Chbeir, Yannis Manolopoulos, Victor Pellegrini Mammana, Eduardo Antonio Modena, Agma J. M. Traina, Oscar Salviano Silva Filho, Youakim Badr, Frédéric Andrès:
Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems, Caraguatatuba, Brazil, October 25 - 29, 2015. ACM 2015, ISBN 978-1-4503-3480-8 [contents]
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José Fernando Rodrigues Jr., Luciana A. M. Zaina, Maria Cristina Ferreira de Oliveira, Agma J. M. Traina:
A survey on Information Visualization in light of Vision and Cognitive sciences. CoRR abs/1505.07079 (2015)
[i9]
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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)
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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)
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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)
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Daniel Y. T. Chino, Letricia P. S. Avalhais, José Fernando Rodrigues Jr., Agma J. M. Traina:
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis. CoRR abs/1506.03495 (2015)
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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)
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José F. Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec:
GMine: A System for Scalable, Interactive Graph Visualization and Mining. CoRR abs/1506.03847 (2015)
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José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
SuperGraph Visualization. CoRR abs/1506.04606 (2015)
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José Fernando Rodrigues Jr., André G. R. Balan, Luciana A. M. Zaina, Agma J. M. Traina:
A Survey on Distributed Visualization Techniques over Clusters of Personal Computers. CoRR abs/1506.06968 (2015)
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José F. Rodrigues Jr., Luciana A. S. Romani, Agma J. M. Traina, Caetano Traina Jr.:
Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. CoRR abs/1506.07915 (2015)
2014
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Pedro Henrique Bugatti, Daniel S. Kaster, Marcelo Ponciano-Silva, Caetano Traina Jr., Paulo M. Azevedo-Marques, Agma J. M. Traina:
PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles. Comput. Biol. Medicine 45: 8-19 (2014)
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Ives Rene Venturini Pola, Caetano Traina Jr., Agma Juci Machado Traina:
The NOBH-tree: Improving in-memory metric access methods by using metric hyperplanes with non-overlapping nodes. Data Knowl. Eng. 94: 65-88 (2014)
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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:
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. Inf. Sci. 264: 211-229 (2014)
[j48]
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Sérgio Francisco da Silva, Letricia P. S. Avalhais, Marcos Aurélio Batista, Célia A. Zorzo Barcelos, Agma J. M. Traina:
Findings on ranking evaluation functions for feature weighting in image retrieval. J. Braz. Comput. Soc. 20(1): 7:1-7:10 (2014)
[j47]
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Luiz Olmes Carvalho, Willian Dener de Oliveira, Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.:
A Wider Concept for Similarity Joins. J. Inf. Data Manag. 5(3): 210-223 (2014)
[j46]
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Safia Brinis, Agma J. M. Traina, Caetano Traina Jr.:
Analyzing Missing Data in Metric Spaces. J. Inf. Data Manag. 5(3): 224-237 (2014)
[j45]
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Gabriel V. De Pierro, Mônica Ribeiro Porto Ferreira, Lúcio F. D. Santos, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Embedding k-Nearest Neighbor Queries into Relational Database Management Systems. J. Inf. Data Manag. 5(3): 252-265 (2014)
[j44]
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Marcos Vinicius Naves Bedo, Agma J. M. Traina, Caetano Traina Jr.:
Seamless Integration of Distance Functions and Feature Vectors for Similarity-Queries Processing. J. Inf. Data Manag. 5(3): 308-320 (2014)
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Alessandra M. R. Marcelino, Agma J. M. Traina, Caetano Traina Jr.:
Open issues for partitioning clustering methods: an overview. WIREs Data Mining Knowl. Discov. 4(3): 161-177 (2014)
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Richard Chbeir, Yi Luo, Joe Tekli, Kokou Yétongnon, Carlos Raymundo Ibañez, Agma J. M. Traina, Caetano Traina Jr., Marc Al Assad:
SemIndex: Semantic-Aware Inverted Index. ADBIS 2014: 290-307
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Glauco Vitor Pedrosa, Agma J. M. Traina, Caetano Traina Jr.:
Using Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach. CBMS 2014: 165-168
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Lúcio F. D. Santos, Marcos Vinicius Naves Bedo, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr.:
Being Similar is Not Enough: How to Bridge Usability Gap through Diversity in Medical Images. CBMS 2014: 287-293
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Luiz Olmes Carvalho, Enzo Seraphim, Thatyana F. P. Seraphim, Agma J. M. Traina, Caetano Traina Jr.:
MedInject: A General-Purpose Information Retrieval Framework Applied in a Medical Context. CBMS 2014: 308-313
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Daniel Y. T. Chino, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Caetano Traina Jr., Agma J. M. Traina:
TrieMotif - A New and Efﬁcient Method to Mine Frequent K-Motifs from Large Time Series. ICEIS (1) 2014: 60-69
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Daniel Y. T. Chino, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Caetano Traina Jr., Agma J. M. Traina:
Discovering Frequent Patterns on Agrometeorological Data with TrieMotif. ICEIS (Revised Selected Papers) 2014: 91-107
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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:
The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series. ICEIS (1) 2014: 225-232
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Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr.:
MFS-Map: efficient context and content combination to annotate images. SAC 2014: 945-950
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Glauco Vitor Pedrosa, Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, L. Rodney Long, Agma J. M. Traina:
Integrating visual words as bunch of n-grams for effective biomedical image classification. WACV 2014: 431-436
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Agma Juci Machado Traina, Caetano Traina Jr., Robson L. F. Cordeiro:
Similarity Search and Applications - 7th International Conference, SISAP 2014, Los Cabos, Mexico, October 29-31, 2014. Proceedings. Lecture Notes in Computer Science 8821, Springer 2014, ISBN 978-3-319-11987-8 [contents]
2013
[j42]
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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:
The Images and Data Bases Group at University of São Paulo. J. Inf. Data Manag. 4(1): 2-16 (2013)
[j41]
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Lúcio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.:
Evaluating the Diversification of Similarity Query Results. J. Inf. Data Manag. 4(3): 188-203 (2013)
[j40]
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Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Agma J. M. Traina, Elaine P. M. de Sousa:
Finding Spatio-Temporal Patterns in Multidimensional Data Streams. J. Inf. Data Manag. 4(3): 327-340 (2013)
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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:
A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 51(1): 140-150 (2013)
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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. IEEE Trans. Knowl. Data Eng. 25(1): 106-118 (2013)
[j37]
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Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. IEEE Trans. Knowl. Data Eng. 25(2): 387-401 (2013)
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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:
Does a CBIR system really impact decisions of physicians in a clinical environment? CBMS 2013: 41-46
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Rodrigo Fernandes Barroso, Marcelo Ponciano-Silva, Agma Juci Machado Traina, Renato Bueno:
Using Boundary Conditions for Combining Multiple Descriptors in Similarity Based Queries. CIARP (1) 2013: 375-382
[c131]
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Marcelo Ponciano-Silva, Pedro Henrique Bugatti, Rafael Menezes-Reis, Paulo M. Azevedo-Marques, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma Juci Machado Traina:
A Differential Method for Representing Spinal MRI for Perceptual-CBIR. CIARP (1) 2013: 464-471
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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:
The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems. ICEIS (3) 2013: 58-66
[c129]
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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:
Involving users in the gestural language definition process for the NInA framework. IHC 2013: 280-283
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Karina Fasolin, Renato Fileto, Marcelo Krüger, Daniel S. Kaster, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.:
Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases. ISM 2013: 536-543
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Daniel Mario de Lima, José Fernando Rodrigues Jr., Agma Juci Machado Traina:
Graph-Based Relational Data Visualization. IV 2013: 210-219
[c126]
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Glauco Vitor Pedrosa, Agma J. M. Traina:
From Bag-of-Visual-Words to Bag-of-Visual-Phrases Using n-Grams. SIBGRAPI 2013: 304-311
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Ives Rene Venturini Pola, Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma J. M. Traina:
A New Concept of Sets to Handle Similarity in Databases: The SimSets. SISAP 2013: 30-42
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Lúcio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Agma Juci Machado Traina, Caetano Traina Jr.:
Parameter-free and domain-independent similarity search with diversity. SSDBM 2013: 5:1-5:12
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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:
Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? WWW (Companion Volume) 2013: 517-526
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Pedro Pereira Rodrigues, Mykola Pechenizkiy, João Gama, Ricardo Cruz-Correia, Jiming Liu, Agma J. M. Traina, Peter J. F. Lucas, Paolo Soda:
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013. IEEE Computer Society 2013, ISBN 978-1-4799-1053-3 [contents]
2012
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André G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr.:
Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. Comput. Biol. Medicine 42(5): 509-522 (2012)
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Daniel Yoshinobu Takada Chino, Felipe Alves Louza, Agma Juci Machado Traina, Cristina Dutra de Aguiar Ciferri, Caetano Traina Jr.:
Time Series Indexing Taking Advantage of the Generalized Suffix Tree. J. Inf. Data Manag. 3(2): 101-109 (2012)
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Gabriel Humpire-Mamani, Agma J. M. Traina, Caetano Traina Jr.:
k-Gabor: A new feature extraction method for medical images providing internal analysis. CBMS 2012: 1-6
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Gabriel Humpire-Mamani, Agma Juci Machado Traina, Caetano Traina Jr.:
FSCoMS: Feature Selection of Medical Images Based on Compactness Measure from Scatterplots. HISB 2012: 86-95
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Marcos Daniel Cano, Marilde Terezinha Prado Santos, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Marcela Xavier Ribeiro:
SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data. ICCSA (3) 2012: 743-757
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Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis. ICMLA (1) 2012: 564-567
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Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Daniel Y. T. Chino, Agma J. M. Traina:
Challenges for users and designers in the design process of a satellite images handling system. IHC (Companion) 2012: 13-16
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Carolina Yukari Veludo Watanabe, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina Jr.:
A CAD system based on complex networks theory to characterize mass in mammograms. Medical Imaging: Computer-Aided Diagnosis 2012: 831522
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Santiago Augusto Nunes, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Priscila P. Coltri, Elaine P. M. de Sousa:
To be or not to be real: fractal analysis of data streams from a regional climate change model. SAC 2012: 831-832
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Letricia P. S. Avalhais, Sérgio Francisco da Silva, José Fernando Rodrigues Jr., Agma J. M. Traina:
Image retrieval employing genetic dissimilarity weighting and feature space transformation functions. SAC 2012: 1012-1017
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Alceu Ferraz Costa, Gabriel Humpire-Mamani, Agma Juci Machado Traina:
An Efficient Algorithm for Fractal Analysis of Textures. SIBGRAPI 2012: 39-46
[c113]
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Glauco Vitor Pedrosa, Solange Oliveira Rezende, Agma Juci Machado Traina:
Reducing the dimensionality of the SIFT descriptor and increasing its effectiveness and efficiency in image retrieval via bag-of-features. WebMedia 2012: 139-142
2011
[j34]
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Joe Tekli, Richard Chbeir, Agma J. M. Traina, Caetano Traina Jr.:
XML document-grammar comparison: related problems and applications. Central Eur. J. Comput. Sci. 1(1): 117-136 (2011)
[j33]
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Welington M. da Silva, José Fernando Rodrigues Jr., Agma J. M. Traina, Sérgio Francisco da Silva:
H-Metric: Characterizing Image Datasets via Homogenization Based on KNN-Queries. Data Sci. J. 10: 52-60 (2011)
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Sérgio Francisco da Silva, Marcela Xavier Ribeiro, João do E. S. Batista Neto, Caetano Traina Jr., Agma J. M. Traina:
Improving the ranking quality of medical image retrieval using a genetic feature selection method. Decis. Support Syst. 51(4): 810-820 (2011)
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Caio César Mori Carélo, Ives Rene Venturini Pola, Ricardo Rodrigues Ciferri, Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri:
Slicing the metric space to provide quick indexing of complex data in the main memory. Inf. Syst. 36(1): 79-98 (2011)
[j30]
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Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina:
Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. J. Inf. Data Manag. 2(1): 51-58 (2011)
[j29]
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Mônica Ribeiro Porto Ferreira, Lúcio F. D. Santos, Agma J. M. Traina, Ires Dias, Richard Chbeir, Caetano Traina Jr.:
Algebraic Properties to Optimize kNN Queries. J. Inf. Data Manag. 2(3): 385-400 (2011)
[j28]
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Daniel S. Kaster, Willian D. Oliveira, Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.:
Nearest Neighbor Queries with Counting Aggregate-based Conditions. J. Inf. Data Manag. 2(3): 401-416 (2011)
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Fredy E. C. Atho, Agma J. M. Traina, Caetano Traina Jr., Paula R. B. Diniz:
The Similarity Cloud Model: A novel and efficient hippocampus segmentation technique. CBMS 2011: 1-6
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Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.:
Improving content-based retrieval of medical images through dynamic distance on relevance feedback. CBMS 2011: 1-6
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Pedro Henrique Bugatti, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Feature Selection Guided by Perception in Medical CBIR Systems. HISB 2011: 323-330
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Daniel S. Kaster, Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Paulo M. Azevedo-Marques, Antonio Carlos dos Santos, Caetano Traina Jr.:
MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval. ITBAM 2011: 16-30
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Renato Bueno, Daniel S. Kaster, Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.:
Using Visual Analysis to Weight Multiple Signatures to Discriminate Complex Data. IV 2011: 282-287
[c107]
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Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio López, U Kang, Christos Faloutsos:
Clustering very large multi-dimensional datasets with MapReduce. KDD 2011: 690-698
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Pedro Henrique Bugatti, Daniel S. Kaster, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr.:
Integrating user profile in medical CBIR systems to answer perceptual similarity queries. Medical Imaging: Computer-Aided Diagnosis 2011: 79630Q
[c105]
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Daniel Yoshinobu Takada Chino, Felipe Alves Louza, Agma Juci Machado Traina, Cristina Dutra de Aguiar Ciferri, Caetano Traina Jr.:
Telesto: Indexação de Séries Temporais por Meio de Árvores de Sufixo Generalizadas. SBBD (Short Papers) 2011: 41-48
2010
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Marcos R. Vieira, Fabio Jun Takada Chino, Caetano Traina Jr., Agma J. M. Traina:
A visual framework to understand similarity queries and explore data in Metric Access Methods. Int. J. Bus. Intell. Data Min. 5(4): 370-397 (2010)
[j26]
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Thiago Galbiatti Vespa, Caetano Traina Jr., Agma J. M. Traina:
Efficient bulk-loading on dynamic metric access methods. Inf. Syst. 35(5): 557-569 (2010)
[j25]
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Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
Fast feature selection using fractal dimension. J. Inf. Data Manag. 1(1): 3-16 (2010)
[j24]
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Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos:
Fast Feature Selection using Fractal Dimension - Ten Years Later. J. Inf. Data Manag. 1(1): 17-20 (2010)
[j23]
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Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Takada Chino, Agma J. M. Traina:
DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data. J. Inf. Data Manag. 1(1): 111-128 (2010)
[j22]
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Marcos R. Vieira, Fabio Jun Takada Chino, Agma J. M. Traina, Caetano Traina Jr.:
Revisiting the DBM-Tree. J. Inf. Data Manag. 1(1): 129-132 (2010)
[j21]
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Daniel S. Kaster, Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.:
FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database. J. Inf. Data Manag. 1(2): 229-244 (2010)
[j20]
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Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina:
Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner. J. Inf. Data Manag. 1(2): 245-260 (2010)
[j19]
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Mônica Ribeiro Porto Ferreira, Marcela X. Ribeiro, Agma J. M. Traina, Richard Chbeir, Caetano Traina Jr.:
Adding Knowledge Extracted by Association Rules into Similarity Queries. J. Inf. Data Manag. 1(3): 391-406 (2010)
[c104]
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Renato Bueno, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Improving medical image retrieval through multi-descriptor similarity functions and association rules. CBMS 2010: 309-314
[c103]
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Sérgio Francisco da Silva, Bruno Brandoli, Danilo Medeiros Eler, João Batista Neto, Agma J. M. Traina:
Silhouette-based feature selection for classification of medical images. CBMS 2010: 315-320
[c102]
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Mônica Ribeiro Porto Ferreira, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Sandra de Amo, Fabíola Souza F. Pereira, Richard Chbeir:
Integrating user preference to similarity queries over medical images datasets. CBMS 2010: 486-491
[c101]
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Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
Finding Clusters in subspaces of very large, multi-dimensional datasets. ICDE 2010: 625-636
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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:
QMAS: Querying, Mining and Summarization of Multi-modal Databases. ICDM 2010: 785-790
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Carolina Yukari Veludo Watanabe, Marcela Xavier Ribeiro, Caetano Traina Jr., Agma J. M. Traina:
Statistical Associative Classification of Mammograms - The SACMiner Method. ICEIS (2) 2010: 121-128
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Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina:
SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images. ICEIS 2010: 249-263
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Luciana A. S. Romani, R. R. V. Goncalves, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina:
New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series. IGARSS 2010: 355-358
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José Fernando Rodrigues Jr., Luciana A. S. Romani, Agma Juci Machado Traina, Caetano Traina Jr.:
Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. IV 2010: 61-67
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Renato Bueno, Humberto Luiz Razente, Daniel S. Kaster, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.:
Metric Data Analysis Enhanced through Temporal Visualization. IV 2010: 116-121
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Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Richard Chbeir, Caetano Traina Jr., Agma J. M. Traina:
CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data. SAC 2010: 900-905
[c93]
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Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina:
Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. SBBD (Posters) 2010: 9:1-9:8

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Marcela Xavier Ribeiro, Pedro Henrique Bugatti, Caetano Traina Jr., Paulo M. Azevedo-Marques, Natalia Abdala Rosa, Agma J. M. Traina:
Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. Data Knowl. Eng. 68(12): 1370-1382 (2009)
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Agma J. M. Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri, Marcela Xavier Ribeiro, Paulo Mazzoncini de Azevedo Marques:
How to Cope with the Performance Gap in Content-Based Image Retrieval Systems. Int. J. Heal. Inf. Syst. Informatics 4(1): 47-67 (2009)
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Joaquim Cezar Felipe, Caetano Traina Jr., Agma Juci Machado Traina:
A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images. J. Digit. Imaging 22(2): 183-201 (2009)
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma Juci Machado Traina, Caetano Traina Jr.:
Seamlessly integrating similarity queries in SQL. Softw. Pract. Exp. 39(4): 355-384 (2009)
[c92]
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Caio César Mori Carélo, Ives Rene Venturini Pola, Ricardo Rodrigues Ciferri, Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri:
The Onion-Tree: Quick Indexing of Complex Data in the Main Memory. ADBIS 2009: 235-252
[c91]
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Mônica Ribeiro Porto Ferreira, Agma J. M. Traina, Ires Dias, Richard Chbeir, Caetano Traina Jr.:
Identifying Algebraic Properties to Support Optimization of Unary Similarity Queries. AMW 2009
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Renato Bueno, Daniel S. Kaster, Adriano Arantes Paterlini, Agma J. M. Traina, Caetano Traina Jr.:
Unsupervised scaling of multi-descriptor similarity functions for medical image datasets. CBMS 2009: 1-8
[c89]
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Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques:
Content-based retrieval of medical images: From context to perception. CBMS 2009: 1-8
[c88]
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Marcelo Ponciano-Silva, Agma J. M. Traina, Paulo M. Azevedo-Marques, Joaquim Cezar Felipe, Caetano Traina Jr.:
Including the perceptual parameter to tune the retrieval ability of pulmonary CBIR systems. CBMS 2009: 1-8
[c87]
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Sérgio Francisco da Silva, Agma Juci Machado Traina, Marcela Xavier Ribeiro, João do E. S. Batista Neto, Caetano Traina Jr.:
Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms. CBMS 2009: 1-8
[c86]
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Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina:
Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns. SBBD 2009: 181-195
[c85]
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Daniel S. Kaster, Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.:
Incorporating Metric Access Methods for Similarity Searching on Oracle Database. SBBD 2009: 196-210
[c84]
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Renato Bueno, Daniel S. Kaster, Agma Juci Machado Traina, Caetano Traina Jr.:
Time-Aware Similarity Search: A Metric-Temporal Representation for Complex Data. SSTD 2009: 302-319
[c83]
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Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.:
Easing the Dimensionality Curse by Stretching Metric Spaces. SSDBM 2009: 417-434
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Marcela X. Ribeiro, André G. R. Balan, Joaquim Cezar Felipe, Agma Juci Machado Traina, Caetano Traina Jr.:
Mining Statistical Association Rules to Select the Most Relevant Medical Image Features. Mining Complex Data 2009: 113-131
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Richard Chbeir, Youakim Badr, Epaminondas Kapetanios, Agma J. M. Traina:
MEDES '09: International ACM Conference on Management of Emergent Digital EcoSystems, Lyon, France, October 27-30, 2009. ACM 2009, ISBN 978-1-60558-829-2 [contents]
2008
[j14]
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Paulo Mazzoncini de Azevedo Marques, Natalia Abdala Rosa, Agma Juci Machado Traina, Caetano Traina Jr., Sérgio Koodi Kinoshita, Rangaraj M. Rangayyan:
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. 3(1-2): 123-130 (2008)
[j13]
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma Juci Machado Traina, Caetano Traina Jr.:
Accelerating k-medoid-based algorithms through metric access methods. J. Syst. Softw. 81(3): 343-355 (2008)
[j12]
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Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques:
An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency. IEEE Trans. Multim. 10(2): 277-285 (2008)
[c82]
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Marcela X. Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr., Natalia Abdala Rosa, Paulo Mazzoncini de Azevedo Marques:
How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method. CBMS 2008: 266-271
[c81]
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Pedro Henrique Bugatti, Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr.:
Content-Based Retrieval of Medical Images by Continuous Feature Selection. CBMS 2008: 272-277
[c80]
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Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. CIKM 2008: 193-202
[c79]
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Ana Lúcia Filardi, Agma Juci Machado Traina:
Montando questionários para medir a satisfação do usuário: avaliação de interface de um sistema que utiliza técnicas de recuperação de imagens por conteúdo. IHC 2008: 176-185
[c78]
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Pedro Henrique Bugatti, Agma J. M. Traina, Joaquim Cezar Felipe, Caetano Traina:
A new method to efficiently reduce histogram dimensionality. Medical Imaging: Computer-Aided Diagnosis 2008: 69152Y
[c77]
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Carolina W. da Silva, Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images. PRIS 2008: 19-28
[c76]
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Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.:
Aggregate similarity queries in relevance feedback methods for content-based image retrieval. SAC 2008: 869-874
[c75]
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Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.:
A new algorithm for data discretization and feature selection. SAC 2008: 953-954
[c74]
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Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.:
An algorithm for effective deletion and a new optimization technique for metric access methods. SAC 2008: 1034-1035
[c73]
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Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.:
Assessing the best integration between distance-function and image-feature to answer similarity queries. SAC 2008: 1225-1230
[c72]
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José Fernando Rodrigues Jr., André G. R. Balan, Agma J. M. Traina, Caetano Traina Jr.:
The Visual Expression Process: Bridging Vision and Data Visualization. Smart Graphics 2008: 207-215
[c71]
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Renato Bueno, Daniel dos Santos Kaster, Agma Juci Machado Traina, Caetano Traina Jr.:
A New Approach for Optimization of Dynamic Metric Access Methods Using an Algorithm of Effective Deletion. SSDBM 2008: 366-383
[c70]
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Carolina W. da Silva, Pedro Henrique Bugatti, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina:
Improving CBIR using feature extraction based on wavelet transform. WebMedia 2008: 51-58
[c69]
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Ana Lúcia Filardi, Agma Juci Machado Traina:
Combinaçao de técnicas de interaçao humano-computador para avaliaçao de sistemas de recuperaçao de imagens por conteúdo. WebMedia 2008: 170-177
[c68]
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Marcela X. Ribeiro, Mônica Ribeiro Porto Ferreira, Caetano Traina Jr., Agma J. M. Traina:
Data pre-processing: a new algorithm for feature selection and data discretization. CSTST 2008: 252-257
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José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.:
Mining Patterns for Visual Interpretation in a Multiple-Views Environment. Visual Data Mining 2008: 196-214
2007
[j11]
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Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. 14(3): 367-407 (2007)
[j10]
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Renato Bueno, Agma Juci Machado Traina, Caetano Traina Jr.:
Genetic algorithms for approximate similarity queries. Data Knowl. Eng. 62(3): 459-482 (2007)
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Roseli A. F. Romero, José F. Vicentini, Patrícia R. Oliveira, Agma J. M. Traina:
Investigating the potential of art neural network models for indexing and information retrieval. Int. J. Intell. Syst. 22(4): 319-336 (2007)
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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. Inf. Vis. 6(4): 261-279 (2007)
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Caetano Traina Jr., Roberto F. Santos Filho, Agma J. M. Traina, Marcos R. Vieira, Christos Faloutsos:
The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient. VLDB J. 16(4): 483-505 (2007)
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Ives Rene Venturini Pola, Caetano Traina Jr., Agma J. M. Traina:
The MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes. ADBIS 2007: 157-171
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Marcela X. Ribeiro, Agma J. M. Traina, André G. R. Balan, Caetano Traina Jr., Paulo M. Azevedo-Marques:
SuGAR: A Framework to Support Mammogram Diagnosis. CBMS 2007: 47-52
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André G. R. Balan, Agma J. M. Traina, Marcela X. Ribeiro, Paulo M. Azevedo-Marques, Caetano Traina Jr.:
HEAD: The Human Encephalon Automatic Delimiter. CBMS 2007: 171-176
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Mônica Ribeiro Porto Ferreira, Caetano Traina Jr., Agma J. M. Traina:
An efficient framework for similarity query optimization. GIS 2007: 62
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Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
A Density-Biased Sampling Technique to Improve Cluster Representativeness. PKDD 2007: 366-373
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Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
Biased box sampling - a density-biased sampling for clustering. SAC 2007: 445-446
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Cristina Dutra de Aguiar Ciferri, Ricardo Rodrigues Ciferri, Diogo Tuler Forlani, Agma J. M. Traina, Fernando da Fonseca de Souza:
Horizontal fragmentation as a technique to improve the performance of drill-down and roll-up queries. SAC 2007: 494-499
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Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr.:
An effective cost model for similarity queries in metric spaces. SAC 2007: 527-528
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Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.:
Constrained Aggregate Similarity Queries in Metric Spaces. SBBD 2007: 145-159
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Thiago Galbiatti Vespa, Caetano Traina Jr., Agma J. M. Traina:
Bulk-loading Dynamic Metric Access Methods. SBBD 2007: 160-174
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Gisele Busichia Baioco, Agma J. M. Traina, Caetano Traina Jr.:
MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries. SSDBM 2007: 6
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Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos:
Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. SSDBM 2007: 10
2006
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Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Takada Chino, Agma J. M. Traina:
DBM-Tree: Trading Height-Balancing for Performance in Metric Access Methods. J. Braz. Comput. Soc. 11(3): 37-51 (2006)
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Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Efficient Discovery of Unusual Patterns in Time Series . New Gener. Comput. 25(1): 33-60 (2006)
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Agma J. M. Traina, Joselene Marques, Caetano Traina Jr.:
Fighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques. CBMS 2006: 881-886
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Marcela X. Ribeiro, Joselene Marques, Agma J. M. Traina, Caetano Traina Jr.:
Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images. CBMS 2006: 887-892
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Ives Rene Venturini Pola, Agma J. M. Traina, Caetano Traina Jr.:
Distance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria. CBMS 2006: 899-904
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Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos:
Efficient processing of complex similarity queries in RDBMS through query rewriting. CIKM 2006: 4-13
[c51]
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Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.:
Perceptual Distance Functions for Similarity Retrieval of Medical Images. CIVR 2006: 432-442
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José Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
SuperGraph Visualization. ISM 2006: 227-234
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José Fernando Rodrigues Jr., Agma J. M. Traina, Maria Cristina Ferreira de Oliveira, Caetano Traina Jr.:
Reviewing Data Visualization: an Analytical Taxonomical Study. IV 2006: 713-720
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Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos:
Automatic mining of fruit fly embryo images. KDD 2006: 693-698
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Joaquim Cezar Felipe, Marcela X. Ribeiro, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
Effective shape-based retrieval and classification of mammograms. SAC 2006: 250-255
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Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.:
A new similarity measure for histograms applied to content-based retrieval of medical images. SAC 2006: 258-259
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Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Evaluating the intrinsic dimension of evolving data streams. SAC 2006: 643-648
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Joaquim Cezar Felipe, Paulo M. Azevedo-Marques, André G. R. Balan, Caetano Traina Jr., Agma J. M. Traina:
Comparing images with distance functions based on attribute interaction. SAC 2006: 1398-1399
[c43]
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.:
An Efficient Approach to Scale up k-medoid based Algorithms in Large Databases. SBBD 2006: 265-279
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.:
SIREN: A Similarity Retrieval Engine for Complex Data. VLDB 2006: 1155-1158
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José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec:
GMine: A System for Scalable, Interactive Graph Visualization and Mining. VLDB 2006: 1195-1198
2005
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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:
Using an image-extended relational database to support content-based image retrieval in a PACS. Comput. Methods Programs Biomed. 80(Supplement-1): S71-S83 (2005)
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José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.:
Enhanced visual evaluation of feature extractors for image mining. AICCSA 2005: 45
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André G. R. Balan, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques:
Fractal Analysis of Image Textures for Indexing and Retrieval by Content. CBMS 2005: 581-586
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Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.:
Global Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms. ISM 2005: 295-302
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Joaquim Cezar Felipe, Jonatas B. Olioti, Agma J. M. Traina, Marcela X. Ribeiro, Elaine P. M. de Sousa, Caetano Traina Jr.:
A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images. ISM 2005: 565-570
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Caetano Traina Jr., Josiel Maimoni de Figueiredo, Agma J. M. Traina:
Image domain formalization for content-based image retrieval. SAC 2005: 604-609
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Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.:
Accelerating approximate similarity queries using genetic algorithms. SAC 2005: 617-622
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Fabio Jun Takada Chino, Marcos R. Vieira, Agma J. M. Traina, Caetano Traina Jr.:
MAMView: a visual tool for exploring and understanding metric access methods. SAC 2005: 1218-1223
[c33]
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Caetano Traina Jr., Agma J. M. Traina:
Querying complex objects by similarity in SQL. SBBD 2005: 130-144
[c32]
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Renato Bueno, Agma J. M. Traina, Caetano Traina Jr.:
Algoritmos Genéticos para Consultas por Similaridade Aproximadas. SBBD 2005: 190-204
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José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.:
Visualization Tree, Multiple Linked Analytical Decisions. Smart Graphics 2005: 65-76
2004
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Adriano S. Arantes, Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina:
Efficient Algorithms to Execute Complex Similarity Queries in RDBMS. J. Braz. Comput. Soc. 9(3): 5-24 (2004)
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Caetano Traina Jr., Agma J. M. Traina, Josiel Maimoni de Figueiredo:
Including Conditional Operators in Content-Based Image Retrieval in Large Sets of Medical Exams. CBMS 2004: 85-90
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Agma J. M. Traina, André G. R. Balan, Luis M. Bortolotti, Caetano Traina Jr.:
Content-based Image Retrieval Using Approximate Shape of Objects. CBMS 2004: 91-96
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Carlos Roberto Valêncio, Mauricio N. Tronco, Ana C. Bonini-Domingos, Cláudia R. Bonini-Domingos, Caetano Traina Jr., Agma J. M. Traina:
Knowledge Extraction using Visualization of Hemoglobin Parameters to Identify Thalassemia. CBMS 2004: 523-528
[c27]
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Humberto Luiz Razente, Fabio Jun Takada Chino, Maria Camila Nardini Barioni, Agma J. M. Traina, Caetano Traina Jr.:
Visual Analysis of Feature Selection for Data Mining Processes. SBBD 2004: 33-47
[c26]
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Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Takada Chino, Agma J. M. Traina:
DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data. SBBD 2004: 163-177
2003
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Agma J. M. Traina, Caetano Traina Jr., Josiane Maria Bueno, Fabio Jun Takada Chino, Paulo M. Azevedo-Marques:
Efficient Content-Based Image Retrieval through Metric Histograms. World Wide Web 6(2): 157-185 (2003)
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Agma J. M. Traina, César A. B. Castañón, Caetano Traina Jr.:
MultiWaveMed: A System for Medical Image Retrieval through Wavelets Transformations. CBMS 2003: 150-155
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Agma J. M. Traina, Natalia Abdala Rosa, Caetano Traina Jr.:
Integrating Images to Patient Electronic Medical Records through Content-Based Retrieval Techniques. CBMS 2003: 163-168
[c23]
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Joaquim Cezar Felipe, Agma J. M. Traina, Caetano Traina Jr.:
Retrieval by Content of Medical Images Using Texture for Tissue Identification. CBMS 2003: 175-
[c22]
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Adriano S. Arantes, Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina:
Operadores de Seleção por Similaridade para Sistemas de Gerenciamento de Bases de Dados Relacionais. SBBD 2003: 341-355
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José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.:
Frequency Plot and Relevance Plot to Enhance Visual Data Exploration. SIBGRAPI 2003: 117-124
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José Fernando Rodrigues Jr., César A. B. Castañón, Caetano Traina Jr., Agma J. M. Traina:
Using Efficient Visual Exploration Techniques to Evaluate Features for Content-Based Image Retrieval. SIBGRAPI 2003: 183-190
2002
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Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos, Bernhard Seeger:
Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. IEEE Trans. Knowl. Data Eng. 14(2): 244-260 (2002)
[c19]
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Maria Camila Nardini Barioni, Humberto Luiz Razente, Caetano Traina Jr., Agma J. M. Traina:
Visually Mining on Multiple Relational Tables at Once. ADBIS Research Communications 2002: 21-30
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Myrian R. B. Araujo, Caetano Traina Jr., Agma J. M. Traina, Josiane Maria Bueno, Humberto Luiz Razente:
Extending Relational atabases to Support Content-based Retrieval of Medical Images. CBMS 2002: 303-308
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Josiane Maria Bueno, Fabio Jun Takada Chino, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques:
How to Add Content-based Image Retrieval Capability in a PACS. CBMS 2002: 321-326
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Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos:
How to improve the pruning ability of dynamic metric access methods. CIKM 2002: 219-226
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Myrian R. B. Araujo, Agma J. M. Traina, Caetano Traina Jr.:
Extending SQL to Support Image Content-based Retrieval. ISDB 2002: 19-24
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Maria Camila Nardini Barioni, Elisângela Botelho, Christos Faloutsos, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.:
Data Visualization in RDBMS. ISDB 2002: 264-269
[c13]
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Paulo M. Azevedo-Marques, Agma J. M. Traina, Caetano Traina Jr., Josiane Maria Bueno:
The Metric Histogram: A New and Efficient Approach for Content-based Image Retrieval. VDB 2002: 297-311
2001
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Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Similarity Search without Tears: The OMNI Family of All-purpose Access Methods. ICDE 2001: 623-630
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Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos:
Tri-plots: scalable tools for multidimensional data mining. KDD 2001: 184-193
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Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho:
Consultas por Similaridade em Dados Multimídia. SBBD 2001: 6-7
[c9]
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Agma J. M. Traina, Caetano Traina Jr., Elisângela Botelho, Maria Camila Nardini Barioni, Renato Bueno:
Visualização de Dados em Sistemas de Bases de Dados Relacionais. SBBD 2001: 95-109
2000
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Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos:
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. EDBT 2000: 51-65
[c7]
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Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos:
Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. ICDE 2000: 195
[c6]
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Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
Fast Feature Selection Using Fractal Dimension. SBBD 2000: 158-171
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Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr.:
Spatial Join Selectivity Using Power Laws. SIGMOD Conference 2000: 177-188

1990 – 1999

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1998
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Caetano Traina Jr., Agma J. M. Traina, Rildo R. dos Santos, Edna Y. Senzako:
A Tool for Content-Based Image Retrieval in Object-Oriented Databases. IADT 1998: 344-351
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Marisa Beck Figueiredo, Caetano Traina Jr., Agma J. M. Traina:
Content-Based Retrieval of Musical Scores in an Object-Oriented Database System. IADT 1998: 352-359
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Caetano Traina Jr., Agma J. M. Traina, Rildo R. dos Santos, Edna Y. Senzako:
Support to content-based image query in object-oriented databases. SAC 1998: 241-247
1997
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Agma J. M. Traina, Afonso H. M. A. Prado, Josiane Maria Bueno:
3D reconstruction of magnetic resonance imaging using largely spaced slices. CBMS 1997: 114-119

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