% csauthors.net - beta - BibTeX bibliography of Agma J. M. Traina
@inproceedings{conf/cbms/TrainaPB97,
title = {3D reconstruction of magnetic resonance imaging using largely spaced slices.},
year = {1997},
booktitle = {CBMS},
author = {{Agma J. M. Traina} and {Afonso H. M. A. Prado} and {Josiane Maria Bueno}},
publisher = {IEEE Computer Society},
booktitle = {10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 11-13 June 1997, Maribor, Slovenia}
}
@inproceedings{conf/iadt/FigueiredoJT98,
title = {Content-Based Retrieval of Musical Scores in an Object-Oriented Database System.},
year = {1998},
booktitle = {IADT},
author = {{Marisa Beck Figueiredo} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Society for Design and Process Science, 1302 West 25th Street, Suite 300, Austin, TX 78705-4236, USA},
booktitle = {Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT - Volume 2, International Workshop on Issues and Applications of Database Technology (IADT'98), Berlin, Germany, July 6-9, 1998}
}
@inproceedings{conf/iadt/TrainaTSS98,
title = {A Tool for Content-Based Image Retrieval in Object-Oriented Databases.},
year = {1998},
booktitle = {IADT},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Rildo R. dos Santos} and {Edna Y. Senzako}},
publisher = {Society for Design and Process Science, 1302 West 25th Street, Suite 300, Austin, TX 78705-4236, USA},
booktitle = {Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT - Volume 2, International Workshop on Issues and Applications of Database Technology (IADT'98), Berlin, Germany, July 6-9, 1998}
}
@inproceedings{conf/sac/TrainaTSS98,
title = {Support to content-based image query in object-oriented databases.},
year = {1998},
booktitle = {SAC},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Rildo R. dos Santos} and {Edna Y. Senzako}},
publisher = {ACM},
booktitle = {Proceedings of the 1998 ACM symposium on Applied Computing, SAC'98, Atlanta, GA, USA, February 27 - March 1, 1998}
}
@inproceedings{conf/edbt/TrainaTSF00,
title = {Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes.},
year = {2000},
booktitle = {EDBT},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Bernhard Seeger} and {Christos Faloutsos}},
publisher = {Springer},
booktitle = {Advances in Database Technology - EDBT 2000, 7th International Conference on Extending Database Technology, Konstanz, Germany, March 27-31, 2000, Proceedings}
}
@inproceedings{conf/icde/TrainaTF00,
title = {Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees.},
year = {2000},
booktitle = {ICDE},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Christos Faloutsos}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000}
}
@inproceedings{conf/sigmod/FaloutsosSTT00,
title = {Spatial Join Selectivity Using Power Laws.},
year = {2000},
booktitle = {SIGMOD Conference},
author = {{Christos Faloutsos} and {Bernhard Seeger} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA.}
}
@inproceedings{conf/icde/FilhoTTF01,
title = {Similarity Search without Tears: The OMNI Family of All-purpose Access Methods.},
year = {2001},
booktitle = {ICDE},
author = {{Roberto F. Santos Filho} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 17th International Conference on Data Engineering, April 2-6, 2001, Heidelberg, Germany}
}
@inproceedings{conf/kdd/TrainaTPF01,
title = {Tri-plots: scalable tools for multidimensional data mining.},
year = {2001},
booktitle = {KDD},
author = {{Agma J. M. Traina} and {Caetano Traina Jr.} and {Spiros Papadimitriou} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001}
}
@inproceedings{conf/sbbd/TrainaTBBB01,
title = {Visualização de Dados em Sistemas de Bases de Dados Relacionais.},
year = {2001},
booktitle = {SBBD},
author = {{Agma J. M. Traina} and {Caetano Traina Jr.} and {Elisângela Botelho} and {Maria Camila Nardini Barioni} and {Renato Bueno}},
publisher = {COPPE/UFRJ},
booktitle = {XVI Simpósio Brasileiro de Banco de Dados, 1-3 Outubro 2001, Rio de Janeiro, Brasil, Anais/Proceedings.}
}
@inproceedings{conf/sbbd/TrainaTF01,
title = {Consultas por Similaridade em Dados Multimídia.},
year = {2001},
booktitle = {SBBD},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Roberto F. Santos Filho}},
publisher = {COPPE/UFRJ},
booktitle = {XVI Simpósio Brasileiro de Banco de Dados, 1-3 Outubro 2001, Rio de Janeiro, Brasil, Anais/Proceedings.}
}
@inproceedings{conf/adbis/BarioniRTT02,
title = {Visually Mining on Multiple Relational Tables at Once.},
year = {2002},
booktitle = {ADBIS Research Communications},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Slovak University of Technology, Bratislava},
booktitle = {Advances in Databases and Information Systems, 6th East European Conference, ADBIS 2002, Bratislava, Slovakia, September 8-11, 2002, Proceedings, Volume 2: Research Communications}
}
@inproceedings{conf/cbms/AraujoTTBR02,
title = {Extending Relational atabases to Support Content-based Retrieval of Medical Images.},
year = {2002},
booktitle = {CBMS},
author = {{Myrian R. B. Araujo} and {Caetano Traina Jr.} and {Agma J. M. Traina} and {Josiane Maria Bueno} and {Humberto Luiz Razente}},
publisher = {IEEE Computer Society},
booktitle = {15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 4-7 June 2002, Maribor, Slovenia}
}
@inproceedings{conf/cbms/BuenoCTTA02,
title = {How to Add Content-based Image Retrieval Capability in a PACS.},
year = {2002},
booktitle = {CBMS},
author = {{Josiane Maria Bueno} and {Fabio Jun Takada Chino} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques}},
publisher = {IEEE Computer Society},
booktitle = {15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 4-7 June 2002, Maribor, Slovenia}
}
@inproceedings{conf/cikm/TrainaTFF02,
title = {How to improve the pruning ability of dynamic metric access methods.},
year = {2002},
booktitle = {CIKM},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Roberto F. Santos Filho} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002}
}
@inproceedings{conf/isdb/AraujoTT02,
title = {Extending SQL to Support Image Content-based Retrieval.},
year = {2002},
booktitle = {ISDB},
author = {{Myrian R. B. Araujo} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Acta Press},
booktitle = {Information Systems and Databases (ISDB 2002), Proceedings of the IASTED International Conference, September 25-27, 2002, Tokyo, Japan}
}
@inproceedings{conf/isdb/BarioniBFRMT02,
title = {Data Visualization in RDBMS.},
year = {2002},
booktitle = {ISDB},
author = {{Maria Camila Nardini Barioni} and {Elisângela Botelho} and {Christos Faloutsos} and {Humberto Luiz Razente} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Acta Press},
booktitle = {Information Systems and Databases (ISDB 2002), Proceedings of the IASTED International Conference, September 25-27, 2002, Tokyo, Japan}
}
@inproceedings{conf/vdb/Azevedo-MarquesTTB02,
title = {The Metric Histogram: A New and Efficient Approach for Content-based Image Retrieval.},
year = {2002},
booktitle = {VDB},
author = {{Paulo M. Azevedo-Marques} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Josiane Maria Bueno}},
publisher = {Kluwer},
booktitle = {Visual and Multimedia Information Management, IFIP TC2/WG2.6 Sixth Working Conference on Visual Database Systems, May 29-31, 2002, Brisbane, Australia}
}
@article{journals/tkde/TrainaTFS02,
title = {Fast Indexing and Visualization of Metric Data Sets using Slim-Trees.},
year = {2002},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Christos Faloutsos} and {Bernhard Seeger}}
}
@inproceedings{conf/cbms/FelipeTT03,
title = {Retrieval by Content of Medical Images Using Texture for Tissue Identification.},
year = {2003},
booktitle = {CBMS},
author = {{Joaquim Cezar Felipe} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 26-27 June 2003, New York, NY, USA}
}
@inproceedings{conf/cbms/TrainaCT03,
title = {MultiWaveMed: A System for Medical Image Retrieval through Wavelets Transformations.},
year = {2003},
booktitle = {CBMS},
author = {{Agma J. M. Traina} and {César A. B. Castañón} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 26-27 June 2003, New York, NY, USA}
}
@inproceedings{conf/cbms/TrainaRT03,
title = {Integrating Images to Patient Electronic Medical Records through Content-Based Retrieval Techniques.},
year = {2003},
booktitle = {CBMS},
author = {{Agma J. M. Traina} and {Natalia Abdala Rosa} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 26-27 June 2003, New York, NY, USA}
}
@inproceedings{conf/sbbd/ArantesVTT03,
title = {Operadores de Seleção por Similaridade para Sistemas de Gerenciamento de Bases de Dados Relacionais.},
year = {2003},
booktitle = {SBBD},
author = {{Adriano S. Arantes} and {Marcos R. Vieira} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {UFAM},
booktitle = {XVIII Simpósio Brasileiro de Bancos de Dados, 6-8 de Outubro, Manaus, Amazonas, Brasil, Anais/Proceedings.}
}
@inproceedings{conf/sibgrapi/RodriguesCTT03,
title = {Using Efficient Visual Exploration Techniques to Evaluate Features for Content-Based Image Retrieval.},
year = {2003},
booktitle = {SIBGRAPI},
author = {{José Fernando Rodrigues Jr.} and {César A. B. Castañón} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 12-15 October 2003, Sao Carlos, Brazil}
}
@inproceedings{conf/sibgrapi/RodriguesTT03,
title = {Frequency Plot and Relevance Plot to Enhance Visual Data Exploration.},
year = {2003},
booktitle = {SIBGRAPI},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 12-15 October 2003, Sao Carlos, Brazil}
}
@article{journals/www/TrainaTBCA03,
title = {Efficient Content-Based Image Retrieval through Metric Histograms.},
year = {2003},
journal = {World Wide Web},
author = {{Agma J. M. Traina} and {Caetano Traina Jr.} and {Josiane Maria Bueno} and {Fabio Jun Takada Chino} and {Paulo M. Azevedo-Marques}}
}
@inproceedings{conf/cbms/TrainaBBT04,
title = {Content-based Image Retrieval Using Approximate Shape of Objects.},
year = {2004},
booktitle = {CBMS},
author = {{Agma J. M. Traina} and {André G. R. Balan} and {Luis M. Bortolotti} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 24-25 June 2004, Bethesda, MD, USA}
}
@inproceedings{conf/cbms/TrainaTF04,
title = {Including Conditional Operators in Content-Based Image Retrieval in Large Sets of Medical Exams.},
year = {2004},
booktitle = {CBMS},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Josiel Maimoni de Figueiredo}},
publisher = {IEEE Computer Society},
booktitle = {17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 24-25 June 2004, Bethesda, MD, USA}
}
@inproceedings{conf/cbms/ValencioTBBTT04,
title = {Knowledge Extraction using Visualization of Hemoglobin Parameters to Identify Thalassemia.},
year = {2004},
booktitle = {CBMS},
author = {{Carlos Roberto Valêncio} and {Mauricio N. Tronco} and {Ana C. Bonini-Domingos} and {Cláudia R. Bonini-Domingos} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 24-25 June 2004, Bethesda, MD, USA}
}
@inproceedings{conf/sbbd/RazenteCBTT04,
title = {Visual Analysis of Feature Selection for Data Mining Processes.},
year = {2004},
booktitle = {SBBD},
author = {{Humberto Luiz Razente} and {Fabio Jun Takada Chino} and {Maria Camila Nardini Barioni} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {UnB},
booktitle = {XIX Simpósio Brasileiro de Bancos de Dados, 18-20 de Outubro, 2004,Brasília, Distrito Federal, Brasil, Anais/Proceedings}
}
@article{journals/jbcs/ArantesVTT04,
title = {Efficient Algorithms to Execute Complex Similarity Queries in RDBMS.},
year = {2004},
journal = {J. Braz. Comput. Soc.},
author = {{Adriano S. Arantes} and {Marcos R. Vieira} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@inproceedings{conf/aiccsa/MalkiT05,
title = {Enhanced visual evaluation of feature extractors for image mining.},
year = {2005},
booktitle = {AICCSA},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), January 3-6, 2005, Cairo, Egypt}
}
@inproceedings{conf/cbms/BalanTTA05,
title = {Fractal Analysis of Image Textures for Indexing and Retrieval by Content.},
year = {2005},
booktitle = {CBMS},
author = {{André G. R. Balan} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques}},
publisher = {IEEE Computer Society},
booktitle = {18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 23-24 June 2005, Dublin, Ireland}
}
@inproceedings{conf/ism/FelipeOTRST05,
title = {A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images.},
year = {2005},
booktitle = {ISM},
author = {{Joaquim Cezar Felipe} and {Jonatas B. Olioti} and {Agma J. M. Traina} and {Marcela X. Ribeiro} and {Elaine P. M. de Sousa} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Seventh IEEE International Symposium on Multimedia (ISM 2005), 12-14 December 2005, Irvine, CA, USA}
}
@inproceedings{conf/ism/FelipeTT05,
title = {Global Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms.},
year = {2005},
booktitle = {ISM},
author = {{Joaquim Cezar Felipe} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Seventh IEEE International Symposium on Multimedia (ISM 2005), 12-14 December 2005, Irvine, CA, USA}
}
@inproceedings{conf/sac/BuenoTT05,
title = {Accelerating approximate similarity queries using genetic algorithms.},
year = {2005},
booktitle = {SAC},
author = {{Renato Bueno} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), Santa Fe, New Mexico, USA, March 13-17, 2005}
}
@inproceedings{conf/sac/ChinoVTT05,
title = {MAMView: a visual tool for exploring and understanding metric access methods.},
year = {2005},
booktitle = {SAC},
author = {{Fabio Jun Takada Chino} and {Marcos R. Vieira} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), Santa Fe, New Mexico, USA, March 13-17, 2005}
}
@inproceedings{conf/sac/TrainaFT05,
title = {Image domain formalization for content-based image retrieval.},
year = {2005},
booktitle = {SAC},
author = {{Caetano Traina Jr.} and {Josiel Maimoni de Figueiredo} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), Santa Fe, New Mexico, USA, March 13-17, 2005}
}
@inproceedings{conf/sbbd/BarioniRTT05,
title = {Querying complex objects by similarity in SQL.},
year = {2005},
booktitle = {SBBD},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {UFU},
booktitle = {20° Simpósio Brasileiro de Bancos de Dados, 3-7 de Outubro, 2005, Uberlândia, MG, Brazil, Anais/Proceedings}
}
@inproceedings{conf/sbbd/BuenoTT05,
title = {Algoritmos Genéticos para Consultas por Similaridade Aproximadas.},
year = {2005},
booktitle = {SBBD},
author = {{Renato Bueno} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {UFU},
booktitle = {20° Simpósio Brasileiro de Bancos de Dados, 3-7 de Outubro, 2005, Uberlândia, MG, Brazil, Anais/Proceedings}
}
@inproceedings{conf/sg/RodriguesTT05,
title = {Visualization Tree, Multiple Linked Analytical Decisions.},
year = {2005},
booktitle = {Smart Graphics},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Smart Graphics, 5th International Symposium, SG 2005, Frauenwörth Cloister, Germany, August 22-24, 2005, Proceedings}
}
@article{journals/cmpb/TrainaTABCRA05,
title = {Using an image-extended relational database to support content-based image retrieval in a PACS.},
year = {2005},
journal = {Comput. Methods Programs Biomed.},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Myrian R. B. Araujo} and {Josiane Maria Bueno} and {Fabio Jun Takada Chino} and {Humberto Luiz Razente} and {Paulo M. Azevedo-Marques}}
}
@inproceedings{conf/cbms/PolaTT06,
title = {Distance Functions Association for Content-Based Image Retrieval using Multiple Comparison Criteria.},
year = {2006},
booktitle = {CBMS},
author = {{Ives Rene Venturini Pola} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}
}
@inproceedings{conf/cbms/RibeiroMTT06,
title = {Statistical Association Rules and Relevance Feedback: Powerful Allies to Improve the Retrieval of Medical Images.},
year = {2006},
booktitle = {CBMS},
author = {{Marcela X. Ribeiro} and {Joselene Marques} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}
}
@inproceedings{conf/cbms/TrainaMT06,
title = {Fighting the Semantic Gap on CBIR Systems through New Relevance Feedback Techniques.},
year = {2006},
booktitle = {CBMS},
author = {{Agma J. M. Traina} and {Joselene Marques} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}
}
@inproceedings{conf/cikm/TrainaTVAF06,
title = {Efficient processing of complex similarity queries in RDBMS through query rewriting.},
year = {2006},
booktitle = {CIKM},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Marcos R. Vieira} and {Adriano S. Arantes} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006}
}
@inproceedings{conf/civr/FelipeTT06,
title = {Perceptual Distance Functions for Similarity Retrieval of Medical Images.},
year = {2006},
booktitle = {CIVR},
author = {{Joaquim Cezar Felipe} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings}
}
@inproceedings{conf/ism/RodriguesTFT06,
title = {SuperGraph Visualization.},
year = {2006},
booktitle = {ISM},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Christos Faloutsos} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Eigth IEEE International Symposium on Multimedia (ISM 2006), 11-13 December 2006, San Diego, CA, USA}
}
@inproceedings{conf/iv/RodriguesTOT06,
title = {Reviewing Data Visualization: an Analytical Taxonomical Study.},
year = {2006},
booktitle = {IV},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Maria Cristina Ferreira de Oliveira} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {10th International Conference on Information Visualisation, IV 2006, 5-7 July 2006, London, UK}
}
@inproceedings{conf/kdd/PanGBXTF06,
title = {Automatic mining of fruit fly embryo images.},
year = {2006},
booktitle = {KDD},
author = {{Jia-Yu Pan} and {André G. R. Balan} and {Eric P. Xing} and {Agma J. M. Traina} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006}
}
@inproceedings{conf/sac/FelipeMBTT06,
title = {Comparing images with distance functions based on attribute interaction.},
year = {2006},
booktitle = {SAC},
author = {{Joaquim Cezar Felipe} and {Paulo M. Azevedo-Marques} and {André G. R. Balan} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006}
}
@inproceedings{conf/sac/FelipeRSTT06,
title = {Effective shape-based retrieval and classification of mammograms.},
year = {2006},
booktitle = {SAC},
author = {{Joaquim Cezar Felipe} and {Marcela X. Ribeiro} and {Elaine P. M. de Sousa} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006}
}
@inproceedings{conf/sac/FelipeTT06,
title = {A new similarity measure for histograms applied to content-based retrieval of medical images.},
year = {2006},
booktitle = {SAC},
author = {{Joaquim Cezar Felipe} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006}
}
@inproceedings{conf/sac/SousaTTF06,
title = {Evaluating the intrinsic dimension of evolving data streams.},
year = {2006},
booktitle = {SAC},
author = {{Elaine P. M. de Sousa} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006}
}
@inproceedings{conf/sbbd/BarioniRTT06,
title = {An Efficient Approach to Scale up k-medoid based Algorithms in Large Databases.},
year = {2006},
booktitle = {SBBD},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {UFSC},
booktitle = {XXI Simpósio Brasileiro de Banco de Dados, 16-20 de Outubro, Florianópolis, Santa Catarina, Brasil, Anais/Proceedings}
}
@inproceedings{conf/vldb/BarioniRTT06,
title = {SIREN: A Similarity Retrieval Engine for Complex Data.},
year = {2006},
booktitle = {VLDB},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006}
}
@inproceedings{conf/vldb/RodriguesTTFL06,
title = {GMine: A System for Scalable, Interactive Graph Visualization and Mining.},
year = {2006},
booktitle = {VLDB},
author = {{José Fernando Rodrigues Jr.} and {Hanghang Tong} and {Agma J. M. Traina} and {Christos Faloutsos} and {Jure Leskovec}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006}
}
@article{journals/jbcs/VieiraTCT06,
title = {DBM-Tree: Trading Height-Balancing for Performance in Metric Access Methods.},
year = {2006},
journal = {J. Braz. Comput. Soc.},
author = {{Marcos R. Vieira} and {Caetano Traina Jr.} and {Fabio Jun Takada Chino} and {Agma J. M. Traina}}
}
@article{journals/ngc/SousaTTF06,
title = {Efficient Discovery of Unusual Patterns in Time Series .},
year = {2006},
journal = {New Gener. Comput.},
author = {{Elaine P. M. de Sousa} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}}
}
@inproceedings{conf/adbis/PolaTT07,
title = {The MM-Tree: A Memory-Based Metric Tree Without Overlap Between Nodes.},
year = {2007},
booktitle = {ADBIS},
author = {{Ives Rene Venturini Pola} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Springer},
booktitle = {Advances in Databases and Information Systems, 11th East European Conference, ADBIS 2007, Varna, Bulgaria, September 29-October 3, 2007, Proceedings}
}
@inproceedings{conf/cbms/BalanTRAT07,
title = {HEAD: The Human Encephalon Automatic Delimiter.},
year = {2007},
booktitle = {CBMS},
author = {{André G. R. Balan} and {Agma J. M. Traina} and {Marcela X. Ribeiro} and {Paulo M. Azevedo-Marques} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia}
}
@inproceedings{conf/cbms/RibeiroTBTM07,
title = {SuGAR: A Framework to Support Mammogram Diagnosis.},
year = {2007},
booktitle = {CBMS},
author = {{Marcela X. Ribeiro} and {Agma J. M. Traina} and {André G. R. Balan} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques}},
publisher = {IEEE Computer Society},
booktitle = {20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia}
}
@inproceedings{conf/gis/FerreiraTT07,
title = {An efficient framework for similarity query optimization.},
year = {2007},
booktitle = {GIS},
author = {{Mônica Ribeiro Porto Ferreira} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {15th ACM International Symposium on Geographic Information Systems, ACM-GIS 2007, November 7-9, 2007, Seattle, Washington, USA, Proceedings}
}
@inproceedings{conf/pkdd/AppelPSTT07,
title = {A Density-Biased Sampling Technique to Improve Cluster Representativeness.},
year = {2007},
booktitle = {PKDD},
author = {{Ana Paula Appel} and {Adriano Arantes Paterlini} and {Elaine P. M. de Sousa} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings}
}
@inproceedings{conf/sac/AppelPSTT07,
title = {Biased box sampling - a density-biased sampling for clustering.},
year = {2007},
booktitle = {SAC},
author = {{Ana Paula Appel} and {Adriano Arantes Paterlini} and {Elaine P. M. de Sousa} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), Seoul, Korea, March 11-15, 2007}
}
@inproceedings{conf/sac/BaiocoTT07,
title = {An effective cost model for similarity queries in metric spaces.},
year = {2007},
booktitle = {SAC},
author = {{Gisele Busichia Baioco} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), Seoul, Korea, March 11-15, 2007}
}
@inproceedings{conf/sac/CiferriCFTS07,
title = {Horizontal fragmentation as a technique to improve the performance of drill-down and roll-up queries.},
year = {2007},
booktitle = {SAC},
author = {{Cristina Dutra de Aguiar Ciferri} and {Ricardo Rodrigues Ciferri} and {Diogo Tuler Forlani} and {Agma J. M. Traina} and {Fernando da Fonseca de Souza}},
publisher = {ACM},
booktitle = {Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), Seoul, Korea, March 11-15, 2007}
}
@inproceedings{conf/sbbd/RazenteBTT07,
title = {Constrained Aggregate Similarity Queries in Metric Spaces.},
year = {2007},
booktitle = {SBBD},
author = {{Humberto Luiz Razente} and {Maria Camila Nardini Barioni} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SBC},
booktitle = {XXII Simpósio Brasileiro de Banco de Dados, 15-19 de Outubro, João Pessoa, Paraíba, Brasil, Anais}
}
@inproceedings{conf/sbbd/VespaTT07,
title = {Bulk-loading Dynamic Metric Access Methods.},
year = {2007},
booktitle = {SBBD},
author = {{Thiago Galbiatti Vespa} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SBC},
booktitle = {XXII Simpósio Brasileiro de Banco de Dados, 15-19 de Outubro, João Pessoa, Paraíba, Brasil, Anais}
}
@inproceedings{conf/ssdbm/BaiocoTT07,
title = {MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries.},
year = {2007},
booktitle = {SSDBM},
author = {{Gisele Busichia Baioco} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings}
}
@inproceedings{conf/ssdbm/VieiraTTAF07,
title = {Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii.},
year = {2007},
booktitle = {SSDBM},
author = {{Marcos R. Vieira} and {Caetano Traina Jr.} and {Agma J. M. Traina} and {Adriano S. Arantes} and {Christos Faloutsos}},
publisher = {IEEE Computer Society},
booktitle = {19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings}
}
@article{journals/datamine/SousaTTWF07,
title = {A fast and effective method to find correlations among attributes in databases.},
year = {2007},
journal = {Data Min. Knowl. Discov.},
author = {{Elaine P. M. de Sousa} and {Caetano Traina Jr.} and {Agma J. M. Traina} and {Leejay Wu} and {Christos Faloutsos}}
}
@article{journals/dke/BuenoTT07,
title = {Genetic algorithms for approximate similarity queries.},
year = {2007},
journal = {Data Knowl. Eng.},
author = {{Renato Bueno} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}}
}
@article{journals/ijis/RomeroVOT07,
title = {Investigating the potential of art neural network models for indexing and information retrieval.},
year = {2007},
journal = {Int. J. Intell. Syst.},
author = {{Roseli A. F. Romero} and {José F. Vicentini} and {Patrícia R. Oliveira} and {Agma J. M. Traina}}
}
@article{journals/ivs/RodriguesTOT07,
title = {The spatial-perceptual design space: a new comprehension for data visualization.},
year = {2007},
journal = {Inf. Vis.},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Maria Cristina Ferreira de Oliveira} and {Caetano Traina Jr.}}
}
@article{journals/vldb/TrainaFTVF07,
title = {The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient.},
year = {2007},
journal = {VLDB J.},
author = {{Caetano Traina Jr.} and {Roberto F. Santos Filho} and {Agma J. M. Traina} and {Marcos R. Vieira} and {Christos Faloutsos}}
}
@inproceedings{conf/cbms/BugattiRTT08,
title = {Content-Based Retrieval of Medical Images by Continuous Feature Selection.},
year = {2008},
booktitle = {CBMS},
author = {{Pedro Henrique Bugatti} and {Marcela Xavier Ribeiro} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland}
}
@inproceedings{conf/cbms/RibeiroTTRM08,
title = {How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method.},
year = {2008},
booktitle = {CBMS},
author = {{Marcela X. Ribeiro} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Natalia Abdala Rosa} and {Paulo Mazzoncini de Azevedo Marques}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland}
}
@inproceedings{conf/cikm/RazenteBTFT08,
title = {A novel optimization approach to efficiently process aggregate similarity queries in metric access methods.},
year = {2008},
booktitle = {CIKM},
author = {{Humberto Luiz Razente} and {Maria Camila Nardini Barioni} and {Agma J. M. Traina} and {Christos Faloutsos} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008}
}
@inproceedings{conf/ihc/FilardiT08,
title = {Montando questionários para medir a satisfação do usuário: avaliação de interface de um sistema que utiliza técnicas de recuperação de imagens por conteúdo.},
year = {2008},
booktitle = {IHC},
author = {{Ana Lúcia Filardi} and {Agma Juci Machado Traina}},
publisher = {ACM},
booktitle = {VIII Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais (IHC 2008), De 21 a 24 de Outubro 2008, Porto Alegre, ANAIS (Proceedings of the VIII Brazilian Symposium on Human Factors in Computing Systems 2008, Porto Alegre, RS, Brazil, October 21-24, 2008)}
}
@inproceedings{conf/micad/BugattiTFT08,
title = {A new method to efficiently reduce histogram dimensionality.},
year = {2008},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
author = {{Pedro Henrique Bugatti} and {Agma J. M. Traina} and {Joaquim Cezar Felipe} and {Caetano Traina}},
publisher = {SPIE},
booktitle = {Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, California, United States, 16-21 February 2008}
}
@inproceedings{conf/pris/SilvaRTT08,
title = {Employing Wavelet Transforms to Support Content-Based Retrieval of Medical Images.},
year = {2008},
booktitle = {PRIS},
author = {{Carolina W. da Silva} and {Marcela Xavier Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {INSTICC PRESS},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems, PRIS 2008, In conjunction with ICEIS 2008, Barcelona, Spain, June 2008}
}
@inproceedings{conf/sac/BuenoTT08,
title = {An algorithm for effective deletion and a new optimization technique for metric access methods.},
year = {2008},
booktitle = {SAC},
author = {{Renato Bueno} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}
}
@inproceedings{conf/sac/BugattiTT08,
title = {Assessing the best integration between distance-function and image-feature to answer similarity queries.},
year = {2008},
booktitle = {SAC},
author = {{Pedro Henrique Bugatti} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}
}
@inproceedings{conf/sac/RazenteBTT08,
title = {Aggregate similarity queries in relevance feedback methods for content-based image retrieval.},
year = {2008},
booktitle = {SAC},
author = {{Humberto Luiz Razente} and {Maria Camila Nardini Barioni} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}
}
@inproceedings{conf/sac/RibeiroTT08,
title = {A new algorithm for data discretization and feature selection.},
year = {2008},
booktitle = {SAC},
author = {{Marcela Xavier Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}
}
@inproceedings{conf/sg/RodriguesBTT08,
title = {The Visual Expression Process: Bridging Vision and Data Visualization.},
year = {2008},
booktitle = {Smart Graphics},
author = {{José Fernando Rodrigues Jr.} and {André G. R. Balan} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Smart Graphics, 8th International Symposium, SG 2008, Rennes, France, August 27-29, 2008. Proceedings}
}
@inproceedings{conf/ssdbm/BuenoKTT08,
title = {A New Approach for Optimization of Dynamic Metric Access Methods Using an Algorithm of Effective Deletion.},
year = {2008},
booktitle = {SSDBM},
author = {{Renato Bueno} and {Daniel dos Santos Kaster} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Scientific and Statistical Database Management, 20th International Conference, SSDBM 2008, Hong Kong, China, July 9-11, 2008, Proceedings}
}
@inproceedings{conf/webmedia/FilardiT08,
title = {Combinaçao de técnicas de interaçao humano-computador para avaliaçao de sistemas de recuperaçao de imagens por conteúdo.},
year = {2008},
booktitle = {WebMedia},
author = {{Ana Lúcia Filardi} and {Agma Juci Machado Traina}},
publisher = {ACM},
booktitle = {14th Brazilian Symposium on Multimedia and Web Systems, WebMedia 2008, Vila Velha, Brazil, October 26-29, 2008}
}
@inproceedings{conf/webmedia/SilvaBRTTT08,
title = {Improving CBIR using feature extraction based on wavelet transform.},
year = {2008},
booktitle = {WebMedia},
author = {{Carolina W. da Silva} and {Pedro Henrique Bugatti} and {Marcela X. Ribeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {14th Brazilian Symposium on Multimedia and Web Systems, WebMedia 2008, Vila Velha, Brazil, October 26-29, 2008}
}
@inproceedings{conf/wstst/RibeiroFTT08,
title = {Data pre-processing: a new algorithm for feature selection and data discretization.},
year = {2008},
booktitle = {CSTST},
author = {{Marcela X. Ribeiro} and {Mônica Ribeiro Porto Ferreira} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, Cergy-Pontoise, France, October 28-31, 2008}
}
@article{journals/cars/MarquesRTTKR08,
title = {Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge.},
year = {2008},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
author = {{Paulo Mazzoncini de Azevedo Marques} and {Natalia Abdala Rosa} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Sérgio Koodi Kinoshita} and {Rangaraj M. Rangayyan}}
}
@article{journals/jss/BarioniRTT08,
title = {Accelerating k-medoid-based algorithms through metric access methods.},
year = {2008},
journal = {J. Syst. Softw.},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}}
}
@article{journals/tmm/RibeiroTTA08,
title = {An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency.},
year = {2008},
journal = {IEEE Trans. Multim.},
author = {{Marcela X. Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques}}
}
@incollection{series/lncs/RodriguesTT08,
title = {Mining Patterns for Visual Interpretation in a Multiple-Views Environment.},
year = {2008},
booktitle = {Visual Data Mining},
author = {{José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Visual Data Mining - Theory, Techniques and Tools for Visual Analytics}
}
@inproceedings{conf/adbis/CareloPCTTC09,
title = {The Onion-Tree: Quick Indexing of Complex Data in the Main Memory.},
year = {2009},
booktitle = {ADBIS},
author = {{Caio César Mori Carélo} and {Ives Rene Venturini Pola} and {Ricardo Rodrigues Ciferri} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Cristina Dutra de Aguiar Ciferri}},
publisher = {Springer},
booktitle = {Advances in Databases and Information Systems, 13th East European Conference, ADBIS 2009, Riga, Latvia, September 7-10, 2009. Proceedings}
}
@inproceedings{conf/amw/FerreiraTDCT09,
title = {Identifying Algebraic Properties to Support Optimization of Unary Similarity Queries.},
year = {2009},
booktitle = {AMW},
author = {{Mônica Ribeiro Porto Ferreira} and {Agma J. M. Traina} and {Ires Dias} and {Richard Chbeir} and {Caetano Traina Jr.}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 3rd Alberto Mendelzon International Workshop on Foundations of Data Management, Arequipa, Peru, May 12-15, 2009.}
}
@inproceedings{conf/cbms/BuenoKPTT09,
title = {Unsupervised scaling of multi-descriptor similarity functions for medical image datasets.},
year = {2009},
booktitle = {CBMS},
author = {{Renato Bueno} and {Daniel S. Kaster} and {Adriano Arantes Paterlini} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New Mexico, USA}
}
@inproceedings{conf/cbms/BugattiPTTM09,
title = {Content-based retrieval of medical images: From context to perception.},
year = {2009},
booktitle = {CBMS},
author = {{Pedro Henrique Bugatti} and {Marcelo Ponciano-Silva} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New Mexico, USA}
}
@inproceedings{conf/cbms/Ponciano-SilvaTAFT09,
title = {Including the perceptual parameter to tune the retrieval ability of pulmonary CBIR systems.},
year = {2009},
booktitle = {CBMS},
author = {{Marcelo Ponciano-Silva} and {Agma J. M. Traina} and {Paulo M. Azevedo-Marques} and {Joaquim Cezar Felipe} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New Mexico, USA}
}
@inproceedings{conf/cbms/SilvaTRNT09,
title = {Ranking evaluation functions to improve genetic feature selection in content-based image retrieval of mammograms.},
year = {2009},
booktitle = {CBMS},
author = {{Sérgio Francisco da Silva} and {Agma Juci Machado Traina} and {Marcela Xavier Ribeiro} and {João do E. S. Batista Neto} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New Mexico, USA}
}
@inproceedings{conf/sbbd/KasterBTT09,
title = {Incorporating Metric Access Methods for Similarity Searching on Oracle Database.},
year = {2009},
booktitle = {SBBD},
author = {{Daniel S. Kaster} and {Pedro Henrique Bugatti} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SBC},
booktitle = {XXIV Simpósio Brasileiro de Banco de Dados, 05-09 de Outubro, Fortaleza, Ceará, Brasil, Anais}
}
@inproceedings{conf/sbbd/RomaniAZTT09,
title = {Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns.},
year = {2009},
booktitle = {SBBD},
author = {{Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Jurandir Zullo Jr.} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SBC},
booktitle = {XXIV Simpósio Brasileiro de Banco de Dados, 05-09 de Outubro, Fortaleza, Ceará, Brasil, Anais}
}
@inproceedings{conf/ssd/BuenoKTT09,
title = {Time-Aware Similarity Search: A Metric-Temporal Representation for Complex Data.},
year = {2009},
booktitle = {SSTD},
author = {{Renato Bueno} and {Daniel S. Kaster} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Advances in Spatial and Temporal Databases, 11th International Symposium, SSTD 2009, Aalborg, Denmark, July 8-10, 2009, Proceedings}
}
@inproceedings{conf/ssdbm/PolaTT09,
title = {Easing the Dimensionality Curse by Stretching Metric Spaces.},
year = {2009},
booktitle = {SSDBM},
author = {{Ives Rene Venturini Pola} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Scientific and Statistical Database Management, 21st International Conference, SSDBM 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings}
}
@article{journals/dke/RibeiroBTART09,
title = {Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques.},
year = {2009},
journal = {Data Knowl. Eng.},
author = {{Marcela Xavier Ribeiro} and {Pedro Henrique Bugatti} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques} and {Natalia Abdala Rosa} and {Agma J. M. Traina}}
}
@article{journals/ijhisi/TrainaTCRM09,
title = {How to Cope with the Performance Gap in Content-Based Image Retrieval Systems.},
year = {2009},
journal = {Int. J. Heal. Inf. Syst. Informatics},
author = {{Agma J. M. Traina} and {Caetano Traina Jr.} and {Cristina Dutra de Aguiar Ciferri} and {Marcela Xavier Ribeiro} and {Paulo Mazzoncini de Azevedo Marques}}
}
@article{journals/jdi/FelipeTT09,
title = {A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images.},
year = {2009},
journal = {J. Digit. Imaging},
author = {{Joaquim Cezar Felipe} and {Caetano Traina Jr.} and {Agma Juci Machado Traina}}
}
@article{journals/spe/BarioniRTJ09,
title = {Seamlessly integrating similarity queries in SQL.},
year = {2009},
journal = {Softw. Pract. Exp.},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}}
}
@incollection{series/sci/RibeiroBFTT09,
title = {Mining Statistical Association Rules to Select the Most Relevant Medical Image Features.},
year = {2009},
booktitle = {Mining Complex Data},
author = {{Marcela X. Ribeiro} and {André G. R. Balan} and {Joaquim Cezar Felipe} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Mining Complex Data}
}
@inproceedings{conf/cbms/BuenoRTT10,
title = {Improving medical image retrieval through multi-descriptor similarity functions and association rules.},
year = {2010},
booktitle = {CBMS},
author = {{Renato Bueno} and {Marcela X. Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), Perth, Australia, October 12-15, 2010}
}
@inproceedings{conf/cbms/FerreiraPTTAPC10,
title = {Integrating user preference to similarity queries over medical images datasets.},
year = {2010},
booktitle = {CBMS},
author = {{Mônica Ribeiro Porto Ferreira} and {Marcelo Ponciano-Silva} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Sandra de Amo} and {Fabíola Souza F. Pereira} and {Richard Chbeir}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), Perth, Australia, October 12-15, 2010}
}
@inproceedings{conf/cbms/SilvaBENT10,
title = {Silhouette-based feature selection for classification of medical images.},
year = {2010},
booktitle = {CBMS},
author = {{Sérgio Francisco da Silva} and {Bruno Brandoli} and {Danilo Medeiros Eler} and {João Batista Neto} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), Perth, Australia, October 12-15, 2010}
}
@inproceedings{conf/icde/CordeiroTFT10,
title = {Finding Clusters in subspaces of very large, multi-dimensional datasets.},
year = {2010},
booktitle = {ICDE},
author = {{Robson Leonardo Ferreira Cordeiro} and {Agma J. M. Traina} and {Christos Faloutsos} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA}
}
@inproceedings{conf/icdm/CordeiroGHHHKTTF10,
title = {QMAS: Querying, Mining and Summarization of Multi-modal Databases.},
year = {2010},
booktitle = {ICDM},
author = {{Robson Leonardo Ferreira Cordeiro} and {Fan Guo 006} and {Donna S. Haverkamp} and {James H. Horne} and {Ellen K. Hughes} and {Gunhee Kim} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}},
publisher = {IEEE Computer Society},
booktitle = {ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010}
}
@inproceedings{conf/iceis/WatanabeRTT10,
title = {Statistical Associative Classification of Mammograms - The SACMiner Method.},
year = {2010},
booktitle = {ICEIS (2)},
author = {{Carolina Yukari Veludo Watanabe} and {Marcela Xavier Ribeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SciTePress},
booktitle = {ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8 - 12, 2010}
}
@inproceedings{conf/iceis/WatanabeRTT10a,
title = {SACMiner: A New Classification Method Based on Statistical Association Rules to Mine Medical Images.},
year = {2010},
booktitle = {ICEIS},
author = {{Carolina Yukari Veludo Watanabe} and {Marcela X. Ribeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Springer},
booktitle = {Enterprise Information Systems - 12th International Conference, ICEIS 2010, Funchal, Madeira, Portugal, June 8-12, 2010, Revised Selected Papers}
}
@inproceedings{conf/igarss/RomaniGZTT10,
title = {New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series.},
year = {2010},
booktitle = {IGARSS},
author = {{Luciana A. S. Romani} and {R. R. V. Goncalves} and {Jurandir Zullo Jr.} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings}
}
@inproceedings{conf/iv/BuenoRKBTT10,
title = {Metric Data Analysis Enhanced through Temporal Visualization.},
year = {2010},
booktitle = {IV},
author = {{Renato Bueno} and {Humberto Luiz Razente} and {Daniel S. Kaster} and {Maria Camila Nardini Barioni} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {14th International Conference on Information Visualisation, IV 2010, 26-29 July 2010, London, UK}
}
@inproceedings{conf/iv/RodriguesRTT10,
title = {Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis.},
year = {2010},
booktitle = {IV},
author = {{José Fernando Rodrigues Jr.} and {Luciana A. S. Romani} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {14th International Conference on Information Visualisation, IV 2010, 26-29 July 2010, London, UK}
}
@inproceedings{conf/sac/RomaniAZCTT10,
title = {CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data.},
year = {2010},
booktitle = {SAC},
author = {{Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Jurandir Zullo Jr.} and {Richard Chbeir} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010}
}
@inproceedings{conf/sbbd/NunesRATST10,
title = {Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas.},
year = {2010},
booktitle = {SBBD (Posters)},
author = {{Santiago Augusto Nunes} and {Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Caetano Traina Jr.} and {Elaine P. M. de Sousa} and {Agma J. M. Traina}},
publisher = {SBC},
booktitle = {XXV Simpósio Brasileiro de Banco de Dados - Sessão de Pôsteres, Belo Horizonte, Minas Gerais, Brasil, October 5-8, 2010.}
}
@article{journals/ijbidm/VieiraCTT10,
title = {A visual framework to understand similarity queries and explore data in Metric Access Methods.},
year = {2010},
journal = {Int. J. Bus. Intell. Data Min.},
author = {{Marcos R. Vieira} and {Fabio Jun Takada Chino} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/is/VespaTT10,
title = {Efficient bulk-loading on dynamic metric access methods.},
year = {2010},
journal = {Inf. Syst.},
author = {{Thiago Galbiatti Vespa} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/jidm/FerreiraRTCT10,
title = {Adding Knowledge Extracted by Association Rules into Similarity Queries.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Mônica Ribeiro Porto Ferreira} and {Marcela X. Ribeiro} and {Agma J. M. Traina} and {Richard Chbeir} and {Caetano Traina Jr.}}
}
@article{journals/jidm/KasterBTT10,
title = {FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Daniel S. Kaster} and {Pedro Henrique Bugatti} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/RomaniAZTT10,
title = {Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Jurandir Zullo Jr.} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/jidm/TrainaTF10,
title = {Fast Feature Selection using Fractal Dimension - Ten Years Later.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Christos Faloutsos}}
}
@article{journals/jidm/TrainaTWF10,
title = {Fast feature selection using fractal dimension.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Caetano Traina Jr.} and {Agma J. M. Traina} and {Leejay Wu} and {Christos Faloutsos}}
}
@article{journals/jidm/VieiraCTT10,
title = {Revisiting the DBM-Tree.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Marcos R. Vieira} and {Fabio Jun Takada Chino} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/VieiraTCT10,
title = {DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data.},
year = {2010},
journal = {J. Inf. Data Manag.},
author = {{Marcos R. Vieira} and {Caetano Traina Jr.} and {Fabio Jun Takada Chino} and {Agma J. M. Traina}}
}
@inproceedings{conf/cbms/AthoTTD11,
title = {The Similarity Cloud Model: A novel and efficient hippocampus segmentation technique.},
year = {2011},
booktitle = {CBMS},
author = {{Fredy E. C. Atho} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Paula R. B. Diniz}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 27-30 June, 2011, Bristol, United Kingdom}
}
@inproceedings{conf/cbms/BugattiTT11,
title = {Improving content-based retrieval of medical images through dynamic distance on relevance feedback.},
year = {2011},
booktitle = {CBMS},
author = {{Pedro Henrique Bugatti} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 27-30 June, 2011, Bristol, United Kingdom}
}
@inproceedings{conf/hisb/BugattiRTT11,
title = {Feature Selection Guided by Perception in Medical CBIR Systems.},
year = {2011},
booktitle = {HISB},
author = {{Pedro Henrique Bugatti} and {Marcela X. Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2011 IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011, San Jose, CA, USA, July 26-29, 2011}
}
@inproceedings{conf/itbam/KasterBPTAST11,
title = {MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval.},
year = {2011},
booktitle = {ITBAM},
author = {{Daniel S. Kaster} and {Pedro Henrique Bugatti} and {Marcelo Ponciano-Silva} and {Agma J. M. Traina} and {Paulo M. Azevedo-Marques} and {Antonio Carlos dos Santos} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Information Technology in Bio- and Medical Informatics - Second International Conference, ITBAM 2011, Toulouse, France, August 29 - September 2, 2011. Proceedings}
}
@inproceedings{conf/iv/BuenoKRBTT11,
title = {Using Visual Analysis to Weight Multiple Signatures to Discriminate Complex Data.},
year = {2011},
booktitle = {IV},
author = {{Renato Bueno} and {Daniel S. Kaster} and {Humberto Luiz Razente} and {Maria Camila Nardini Barioni} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {15th International Conference on Information Visualisation, IV 2011, London, United Kingdom, July 13-15, 2011}
}
@inproceedings{conf/kdd/CordeiroTTLKF11,
title = {Clustering very large multi-dimensional datasets with MapReduce.},
year = {2011},
booktitle = {KDD},
author = {{Robson Leonardo Ferreira Cordeiro} and {Caetano Traina Jr.} and {Agma Juci Machado Traina} and {Julio César López-Hernández} and {U Kang} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011}
}
@inproceedings{conf/micad/BugattiKPTT11,
title = {Integrating user profile in medical CBIR systems to answer perceptual similarity queries.},
year = {2011},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
author = {{Pedro Henrique Bugatti} and {Daniel S. Kaster} and {Marcelo Ponciano-Silva} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SPIE},
booktitle = {Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando), Florida, United States, 12-17 February 2011}
}
@inproceedings{conf/sbbd/ChinoLTCT11,
title = {Telesto: Indexação de Séries Temporais por Meio de Árvores de Sufixo Generalizadas.},
year = {2011},
booktitle = {SBBD (Short Papers)},
author = {{Daniel Yoshinobu Takada Chino} and {Felipe Alves Louza} and {Agma Juci Machado Traina} and {Cristina Dutra de Aguiar Ciferri} and {Caetano Traina Jr.}},
publisher = {SBC},
booktitle = {XXVI Simpósio Brasileiro de Banco de Dados - Short Papers, Florianópolis, Santa Catarina, Brasil, October 3-6, 2011.}
}
@article{journals/cejcs/TekliCTT11,
title = {XML document-grammar comparison: related problems and applications.},
year = {2011},
journal = {Central Eur. J. Comput. Sci.},
author = {{Joe Tekli} and {Richard Chbeir} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/datascience/SilvaRTS11,
title = {H-Metric: Characterizing Image Datasets via Homogenization Based on KNN-Queries.},
year = {2011},
journal = {Data Sci. J.},
author = {{Welington M. da Silva} and {José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Sérgio Francisco da Silva}}
}
@article{journals/dss/SilvaRNTT11,
title = {Improving the ranking quality of medical image retrieval using a genetic feature selection method.},
year = {2011},
journal = {Decis. Support Syst.},
author = {{Sérgio Francisco da Silva} and {Marcela Xavier Ribeiro} and {João do E. S. Batista Neto} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/is/CareloPCTTC11,
title = {Slicing the metric space to provide quick indexing of complex data in the main memory.},
year = {2011},
journal = {Inf. Syst.},
author = {{Caio César Mori Carélo} and {Ives Rene Venturini Pola} and {Ricardo Rodrigues Ciferri} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Cristina Dutra de Aguiar Ciferri}}
}
@article{journals/jidm/FerreiraSTDCT11,
title = {Algebraic Properties to Optimize kNN Queries.},
year = {2011},
journal = {J. Inf. Data Manag.},
author = {{Mônica Ribeiro Porto Ferreira} and {Lúcio F. D. Santos} and {Agma J. M. Traina} and {Ires Dias} and {Richard Chbeir} and {Caetano Traina Jr.}}
}
@article{journals/jidm/KasterOBTT11,
title = {Nearest Neighbor Queries with Counting Aggregate-based Conditions.},
year = {2011},
journal = {J. Inf. Data Manag.},
author = {{Daniel S. Kaster} and {Willian D. Oliveira} and {Renato Bueno} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/NunesRATST11,
title = {Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series.},
year = {2011},
journal = {J. Inf. Data Manag.},
author = {{Santiago Augusto Nunes} and {Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Caetano Traina Jr.} and {Elaine P. M. de Sousa} and {Agma J. M. Traina}}
}
@inproceedings{conf/cbms/Humpire-MamaniTT12,
title = {k-Gabor: A new feature extraction method for medical images providing internal analysis.},
year = {2012},
booktitle = {CBMS},
author = {{Gabriel Humpire-Mamani} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy}
}
@inproceedings{conf/hisb/Humpire-MamaniTT12,
title = {FSCoMS: Feature Selection of Medical Images Based on Compactness Measure from Scatterplots.},
year = {2012},
booktitle = {HISB},
author = {{Gabriel Humpire-Mamani} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012, La Jolla, CA, USA, September 27-28, 2012}
}
@inproceedings{conf/iccsa/CanoSARTR12,
title = {SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data.},
year = {2012},
booktitle = {ICCSA (3)},
author = {{Marcos Daniel Cano} and {Marilde Terezinha Prado Santos} and {Ana Maria Heuminski de Ávila} and {Luciana A. S. Romani} and {Agma J. M. Traina} and {Marcela Xavier Ribeiro}},
publisher = {Springer},
booktitle = {Computational Science and Its Applications - ICCSA 2012 - 12th International Conference, Salvador de Bahia, Brazil, June 18-21, 2012, Proceedings, Part III}
}
@inproceedings{conf/icmla/WatanabeRTT12,
title = {A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis.},
year = {2012},
booktitle = {ICMLA (1)},
author = {{Carolina Yukari Veludo Watanabe} and {Marcela X. Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE},
booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1}
}
@inproceedings{conf/ihc/RomaniGCT12,
title = {Challenges for users and designers in the design process of a satellite images handling system.},
year = {2012},
booktitle = {IHC (Companion)},
author = {{Luciana A. S. Romani} and {Renata Ribeiro do Valle Gonçalves} and {Daniel Y. T. Chino} and {Agma J. M. Traina}},
publisher = {Brazilian Computer Society / ACM},
booktitle = {11th Brazilian Symposium on Human Factors in Computing Systems, IHC '12, Cuiaba, Brazil, November 5-9, 2012, Companion Proceedings}
}
@inproceedings{conf/micad/WatanabeRTT12,
title = {A CAD system based on complex networks theory to characterize mass in mammograms.},
year = {2012},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
author = {{Carolina Yukari Veludo Watanabe} and {Jonathan S. Ramos} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SPIE},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California, United States, 4-9 February 2012}
}
@inproceedings{conf/sac/AvalhaisSRT12,
title = {Image retrieval employing genetic dissimilarity weighting and feature space transformation functions.},
year = {2012},
booktitle = {SAC},
author = {{Letricia P. S. Avalhais} and {Sérgio Francisco da Silva} and {José Fernando Rodrigues Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March 26-30, 2012}
}
@inproceedings{conf/sac/NunesARTCS12,
title = {To be or not to be real: fractal analysis of data streams from a regional climate change model.},
year = {2012},
booktitle = {SAC},
author = {{Santiago Augusto Nunes} and {Ana Maria Heuminski de Ávila} and {Luciana A. S. Romani} and {Agma J. M. Traina} and {Priscila P. Coltri} and {Elaine P. M. de Sousa}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March 26-30, 2012}
}
@inproceedings{conf/sibgrapi/CostaHT12,
title = {An Efficient Algorithm for Fractal Analysis of Textures.},
year = {2012},
booktitle = {SIBGRAPI},
author = {{Alceu Ferraz Costa} and {Gabriel Humpire-Mamani} and {Agma Juci Machado Traina}},
publisher = {IEEE Computer Society},
booktitle = {25th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2012, Ouro Preto, Brazil, August 22-25, 2012}
}
@inproceedings{conf/webmedia/PedrosaRT12,
title = {Reducing the dimensionality of the SIFT descriptor and increasing its effectiveness and efficiency in image retrieval via bag-of-features.},
year = {2012},
booktitle = {WebMedia},
author = {{Glauco Vitor Pedrosa} and {Solange Oliveira Rezende} and {Agma Juci Machado Traina}},
publisher = {ACM},
booktitle = {Brazilian Symposium on Multimedia and the Web, WebMedia '12, São Paulo, Brazil, October 15-18, 2012}
}
@article{journals/cbm/BalanTRMT12,
title = {Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI.},
year = {2012},
journal = {Comput. Biol. Medicine},
author = {{André G. R. Balan} and {Agma J. M. Traina} and {Marcela X. Ribeiro} and {Paulo Mazzoncini de Azevedo Marques} and {Caetano Traina Jr.}}
}
@article{journals/jidm/ChinoLTCT12,
title = {Time Series Indexing Taking Advantage of the Generalized Suffix Tree.},
year = {2012},
journal = {J. Inf. Data Manag.},
author = {{Daniel Yoshinobu Takada Chino} and {Felipe Alves Louza} and {Agma Juci Machado Traina} and {Cristina Dutra de Aguiar Ciferri} and {Caetano Traina Jr.}}
}
@inproceedings{conf/cbms/Ponciano-SilvaSBBKBBATT13,
title = {Does a CBIR system really impact decisions of physicians in a clinical environment?},
year = {2013},
booktitle = {CBMS},
author = {{Marcelo Ponciano-Silva} and {Juliana P. Souza} and {Pedro Henrique Bugatti} and {Marcos Vinicius Naves Bedo} and {Daniel S. Kaster} and {Rosana T. V. Braga} and {Angela D. Bellucci} and {Paulo M. Azevedo-Marques} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013}
}
@inproceedings{conf/ciarp/BarrosoPTB13,
title = {Using Boundary Conditions for Combining Multiple Descriptors in Similarity Based Queries.},
year = {2013},
booktitle = {CIARP (1)},
author = {{Rodrigo Fernandes Barroso} and {Marcelo Ponciano-Silva} and {Agma Juci Machado Traina} and {Renato Bueno}},
publisher = {Springer},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, CIARP 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part I}
}
@inproceedings{conf/ciarp/Ponciano-SilvaBRANTT13,
title = {A Differential Method for Representing Spinal MRI for Perceptual-CBIR.},
year = {2013},
booktitle = {CIARP (1)},
author = {{Marcelo Ponciano-Silva} and {Pedro Henrique Bugatti} and {Rafael Menezes-Reis} and {Paulo M. Azevedo-Marques} and {Marcello H. Nogueira-Barbosa} and {Caetano Traina Jr.} and {Agma Juci Machado Traina}},
publisher = {Springer},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, CIARP 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part I}
}
@inproceedings{conf/iceis/ChinoRAOGTT13,
title = {The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems.},
year = {2013},
booktitle = {ICEIS (3)},
author = {{Daniel Y. T. Chino} and {Luciana A. S. Romani} and {Letricia P. S. Avalhais} and {Willian D. Oliveira} and {Renata Ribeiro do Valle Gonçalves} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SciTePress},
booktitle = {ICEIS 2013 - Proceedings of the 15th International Conference on Enterprise Information Systems, Volume 3, Angers, France, 4-7 July, 2013}
}
@inproceedings{conf/ihc/RomaniCAOGTT13,
title = {Involving users in the gestural language definition process for the NInA framework.},
year = {2013},
booktitle = {IHC},
author = {{Luciana A. S. Romani} and {Daniel Y. T. Chino} and {Letricia P. S. Avalhais} and {Willian D. Oliveira} and {Renata R. Gonçalves} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Brazilian Computer Society / ACM},
booktitle = {Simpósio Brasileiro sobre Fatores Humanos em Sistemas Computacionais, IHC '13, Manaus, Brazil, October 8-11, 2013}
}
@inproceedings{conf/ism/FasolinFKKFCTT13,
title = {Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases.},
year = {2013},
booktitle = {ISM},
author = {{Karina Fasolin} and {Renato Fileto} and {Marcelo Krüger} and {Daniel S. Kaster} and {Mônica Ribeiro Porto Ferreira} and {Robson Leonardo Ferreira Cordeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2013 IEEE International Symposium on Multimedia, ISM 2013, Anaheim, CA, USA, December 9-11, 2013}
}
@inproceedings{conf/iv/LimaRT13,
title = {Graph-Based Relational Data Visualization.},
year = {2013},
booktitle = {IV},
author = {{Daniel Mario de Lima} and {José Fernando Rodrigues Jr.} and {Agma Juci Machado Traina}},
publisher = {IEEE Computer Society},
booktitle = {17th International Conference on Information Visualisation, IV 2013, London, United Kingdom, July 16-18, 2013}
}
@inproceedings{conf/sibgrapi/PedrosaT13,
title = {From Bag-of-Visual-Words to Bag-of-Visual-Phrases Using n-Grams.},
year = {2013},
booktitle = {SIBGRAPI},
author = {{Glauco Vitor Pedrosa} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {XXVI Conference on Graphics, Patterns and Images, SIBGRAPI 2013, Arequipa, Peru, August 5-8, 2013}
}
@inproceedings{conf/sisap/PolaCTT13,
title = {A New Concept of Sets to Handle Similarity in Databases: The SimSets.},
year = {2013},
booktitle = {SISAP},
author = {{Ives Rene Venturini Pola} and {Robson Leonardo Ferreira Cordeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Springer},
booktitle = {Similarity Search and Applications - 6th International Conference, SISAP 2013, A Coruña, Spain, October 2-4, 2013, Proceedings}
}
@inproceedings{conf/ssdbm/SantosOFTT13,
title = {Parameter-free and domain-independent similarity search with diversity.},
year = {2013},
booktitle = {SSDBM},
author = {{Lúcio F. D. Santos} and {Willian D. Oliveira} and {Mônica Ribeiro Porto Ferreira} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Conference on Scientific and Statistical Database Management, SSDBM '13, Baltimore, MD, USA, July 29 - 31, 2013}
}
@inproceedings{conf/www/NunesRACTCST13,
title = {Analysis of large scale climate data: how well climate change models and data from real sensor networks agree?},
year = {2013},
booktitle = {WWW (Companion Volume)},
author = {{Santiago Augusto Nunes} and {Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Priscila P. Coltri} and {Caetano Traina Jr.} and {Robson Leonardo Ferreira Cordeiro} and {Elaine P. M. de Sousa} and {Agma J. M. Traina}},
publisher = {International World Wide Web Conferences Steering Committee / ACM},
booktitle = {22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume}
}
@article{journals/jidm/NunesRACTS13,
title = {Finding Spatio-Temporal Patterns in Multidimensional Data Streams.},
year = {2013},
journal = {J. Inf. Data Manag.},
author = {{Santiago Augusto Nunes} and {Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Priscila P. Coltri} and {Agma J. M. Traina} and {Elaine P. M. de Sousa}}
}
@article{journals/jidm/SantosOFCTT13,
title = {Evaluating the Diversification of Similarity Query Results.},
year = {2013},
journal = {J. Inf. Data Manag.},
author = {{Lúcio F. D. Santos} and {Willian D. Oliveira} and {Mônica Ribeiro Porto Ferreira} and {Robson Leonardo Ferreira Cordeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/TrainaJCSJC13,
title = {The Images and Data Bases Group at University of São Paulo.},
year = {2013},
journal = {J. Inf. Data Manag.},
author = {{Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Cristina Dutra de Aguiar Ciferri} and {Elaine Parros Machado de Sousa} and {José Fernando Rodrigues Jr.} and {Robson Leonardo Ferreira Cordeiro}}
}
@article{journals/tgrs/RomaniACZCTT13,
title = {A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery.},
year = {2013},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Luciana A. S. Romani} and {Ana Maria Heuminski de Ávila} and {Daniel Y. T. Chino} and {Jurandir Zullo Jr.} and {Richard Chbeir} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/tkde/CordeiroTFT13,
title = {Halite: Fast and Scalable Multiresolution Local-Correlation Clustering.},
year = {2013},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Robson Leonardo Ferreira Cordeiro} and {Agma J. M. Traina} and {Christos Faloutsos} and {Caetano Traina Jr.}}
}
@article{journals/tkde/RodriguesTPTTF13,
title = {Large Graph Analysis in the GMine System.},
year = {2013},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{José Fernando Rodrigues Jr.} and {Hanghang Tong} and {Jia-Yu Pan} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}}
}
@inproceedings{conf/adbis/ChbeirLTYITTA14,
title = {SemIndex: Semantic-Aware Inverted Index.},
year = {2014},
booktitle = {ADBIS},
author = {{Richard Chbeir} and {Yi Luo} and {Joe Tekli} and {Kokou Yétongnon} and {Carlos Raymundo Ibañez} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Marc Al Assad}},
publisher = {Springer},
booktitle = {Advances in Databases and Information Systems - 18th East European Conference, ADBIS 2014, Ohrid, Macedonia, September 7-10, 2014. Proceedings}
}
@inproceedings{conf/cbms/CarvalhoSSTT14,
title = {MedInject: A General-Purpose Information Retrieval Framework Applied in a Medical Context.},
year = {2014},
booktitle = {CBMS},
author = {{Luiz Olmes Carvalho} and {Enzo Seraphim} and {Thatyana F. P. Seraphim} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE 27th International Symposium on Computer-Based Medical Systems, New York, NY, USA, May 27-29, 2014}
}
@inproceedings{conf/cbms/PedrosaTT14,
title = {Using Sub-dictionaries for Image Representation Based on the Bag-of-Visual-Words Approach.},
year = {2014},
booktitle = {CBMS},
author = {{Glauco Vitor Pedrosa} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE 27th International Symposium on Computer-Based Medical Systems, New York, NY, USA, May 27-29, 2014}
}
@inproceedings{conf/cbms/SantosBPTT14,
title = {Being Similar is Not Enough: How to Bridge Usability Gap through Diversity in Medical Images.},
year = {2014},
booktitle = {CBMS},
author = {{Lúcio F. D. Santos} and {Marcos Vinicius Naves Bedo} and {Marcelo Ponciano-Silva} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE 27th International Symposium on Computer-Based Medical Systems, New York, NY, USA, May 27-29, 2014}
}
@inproceedings{conf/iceis/AmaralCRGTS14,
title = {The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series.},
year = {2014},
booktitle = {ICEIS (1)},
author = {{Bruno Ferraz do Amaral} and {Daniel Y. T. Chino} and {Luciana A. S. Romani} and {Renata Ribeiro do Valle Gonçalves} and {Agma J. M. Traina} and {Elaine P. M. de Sousa}},
publisher = {SciTePress},
booktitle = {ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems, Volume 1, Lisbon, Portugal, 27-30 April, 2014}
}
@inproceedings{conf/iceis/ChinoGRTT14,
title = {TrieMotif - A New and Efficient Method to Mine Frequent K-Motifs from Large Time Series.},
year = {2014},
booktitle = {ICEIS (1)},
author = {{Daniel Y. T. Chino} and {Renata Ribeiro do Valle Gonçalves} and {Luciana A. S. Romani} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SciTePress},
booktitle = {ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems, Volume 1, Lisbon, Portugal, 27-30 April, 2014}
}
@inproceedings{conf/iceis/ChinoGRTT14a,
title = {Discovering Frequent Patterns on Agrometeorological Data with TrieMotif.},
year = {2014},
booktitle = {ICEIS (Revised Selected Papers)},
author = {{Daniel Y. T. Chino} and {Renata Ribeiro do Valle Gonçalves} and {Luciana A. S. Romani} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {Springer},
booktitle = {Enterprise Information Systems - 16th International Conference, ICEIS 2014, Lisbon, Portugal, April 27-30, 2014, Revised Selected Papers}
}
@inproceedings{conf/sac/CostaTT14,
title = {MFS-Map: efficient context and content combination to annotate images.},
year = {2014},
booktitle = {SAC},
author = {{Alceu Ferraz Costa} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Symposium on Applied Computing, SAC 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014}
}
@inproceedings{conf/wacv/PedrosaRADLT14,
title = {Integrating visual words as bunch of n-grams for effective biomedical image classification.},
year = {2014},
booktitle = {WACV},
author = {{Glauco Vitor Pedrosa} and {Md. Mahmudur Rahman} and {Sameer K. Antani} and {Dina Demner-Fushman} and {L. Rodney Long} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {IEEE Winter Conference on Applications of Computer Vision, Steamboat Springs, CO, USA, March 24-26, 2014}
}
@article{journals/cbm/BugattiKPTAT14,
title = {PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles.},
year = {2014},
journal = {Comput. Biol. Medicine},
author = {{Pedro Henrique Bugatti} and {Daniel S. Kaster} and {Marcelo Ponciano-Silva} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques} and {Agma J. M. Traina}}
}
@article{journals/dke/PolaTT14,
title = {The NOBH-tree: Improving in-memory metric access methods by using metric hyperplanes with non-overlapping nodes.},
year = {2014},
journal = {Data Knowl. Eng.},
author = {{Ives Rene Venturini Pola} and {Caetano Traina Jr.} and {Agma Juci Machado Traina}}
}
@article{journals/isci/CordeiroGHHHKRCSTTF14,
title = {QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases.},
year = {2014},
journal = {Inf. Sci.},
author = {{Robson L. F. Cordeiro} and {Fan Guo 006} and {Donna S. Haverkamp} and {James H. Horne} and {Ellen K. Hughes} and {Gunhee Kim} and {Luciana A. S. Romani} and {Priscila P. Coltri} and {Tamires T. Souza} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}}
}
@article{journals/jbcs/SilvaABBT14,
title = {Findings on ranking evaluation functions for feature weighting in image retrieval.},
year = {2014},
journal = {J. Braz. Comput. Soc.},
author = {{Sérgio Francisco da Silva} and {Letricia P. S. Avalhais} and {Marcos Aurélio Batista} and {Célia A. Zorzo Barcelos} and {Agma J. M. Traina}}
}
@article{journals/jidm/BedoTT14,
title = {Seamless Integration of Distance Functions and Feature Vectors for Similarity-Queries Processing.},
year = {2014},
journal = {J. Inf. Data Manag.},
author = {{Marcos Vinicius Naves Bedo} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/BrinisTT14,
title = {Analyzing Missing Data in Metric Spaces.},
year = {2014},
journal = {J. Inf. Data Manag.},
author = {{Safia Brinis} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/CarvalhoOPTT14,
title = {A Wider Concept for Similarity Joins.},
year = {2014},
journal = {J. Inf. Data Manag.},
author = {{Luiz Olmes Carvalho} and {Willian Dener de Oliveira} and {Ives Rene Venturini Pola} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/PierroFSOTT14,
title = {Embedding k-Nearest Neighbor Queries into Relational Database Management Systems.},
year = {2014},
journal = {J. Inf. Data Manag.},
author = {{Gabriel V. De Pierro} and {Mônica Ribeiro Porto Ferreira} and {Lúcio F. D. Santos} and {Willian D. Oliveira} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/widm/BarioniRMTT14,
title = {Open issues for partitioning clustering methods: an overview.},
year = {2014},
journal = {WIREs Data Mining Knowl. Discov.},
author = {{Maria Camila Nardini Barioni} and {Humberto Luiz Razente} and {Alessandra M. R. Marcelino} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@inproceedings{conf/cbms/BarbieriPTN15,
title = {Vertebral Body Segmentation of Spine MR Images Using Superpixels.},
year = {2015},
booktitle = {CBMS},
author = {{Paulo Duarte Barbieri} and {Glauco Vitor Pedrosa} and {Agma Juci Machado Traina} and {Marcello Henrique Nogueira-Barbosa}},
publisher = {IEEE Computer Society},
booktitle = {28th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2015, Sao Carlos, Brazil, June 22-25, 2015}
}
@inproceedings{conf/cbms/BedoSOBTFMJ15,
title = {Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers.},
year = {2015},
booktitle = {CBMS},
author = {{Marcos Vinicius Naves Bedo} and {Lucio Fernandes Dutra Santos} and {Willian Dener de Oliveira} and {Gustavo Blanco} and {Agma Juci Machado Traina} and {Marco Antonio Frade} and {Paulo Mazzoncini de Azevedo Marques} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {28th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2015, Sao Carlos, Brazil, June 22-25, 2015}
}
@inproceedings{conf/clei/BarrosoPTB15,
title = {Speeding up the combination of multiple descriptors for different boundary conditions.},
year = {2015},
booktitle = {CLEI},
author = {{Rodrigo Fernandes Barroso} and {Marcelo Ponciano-Silva} and {Agma Juci Machado Traina} and {Renato Bueno}},
publisher = {IEEE},
booktitle = {2015 Latin American Computing Conference, CLEI 2015, Arequipa, Peru, October 19-23, 2015}
}
@inproceedings{conf/iceis/BedoBOCCRTT15,
title = {Techniques for Effective and Efficient Fire Detection from Social Media Images.},
year = {2015},
booktitle = {ICEIS (1)},
author = {{Marcos Vinicius Naves Bedo} and {Gustavo Blanco} and {Willian D. Oliveira} and {Mirela T. Cazzolato} and {Alceu Ferraz Costa} and {José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SciTePress},
booktitle = {ICEIS 2015 - Proceedings of the 17th International Conference on Enterprise Information Systems, Volume 1, Barcelona, Spain, 27-30 April, 2015}
}
@inproceedings{conf/iceis/BedoOCCBRTT15,
title = {Fire Detection from Social Media Images by Means of Instance-Based Learning.},
year = {2015},
booktitle = {ICEIS (Revised Selected Papers)},
author = {{Marcos Vinicius Naves Bedo} and {Willian Dener de Oliveira} and {Mirela Teixeira Cazzolato} and {Alceu Ferraz Costa} and {Gustavo Blanco} and {José Fernando Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Enterprise Information Systems - 17th International Conference, ICEIS 2015, Barcelona, Spain, April 27-30, 2015, Revised Selected Papers}
}
@inproceedings{conf/ism/CarvalhoSOTT15,
title = {Self Similarity Wide-Joins for Near-Duplicate Image Detection.},
year = {2015},
booktitle = {ISM},
author = {{Luiz Olmes Carvalho} and {Lúcio F. D. Santos} and {Willian D. Oliveira} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Symposium on Multimedia, ISM 2015, Miami, FL, USA, December 14-16, 2015}
}
@inproceedings{conf/ism/SantosDRTT15,
title = {Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method.},
year = {2015},
booktitle = {ISM},
author = {{Lúcio F. D. Santos} and {Rafael L. Dias} and {Marcela X. Ribeiro} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Symposium on Multimedia, ISM 2015, Miami, FL, USA, December 14-16, 2015}
}
@inproceedings{conf/kdd/CostaYTTF15,
title = {RSC: Mining and Modeling Temporal Activity in Social Media.},
year = {2015},
booktitle = {KDD},
author = {{Alceu Ferraz Costa} and {Yuto Yamaguchi} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015}
}
@inproceedings{conf/sac/PedrosaT15,
title = {Compact and discriminative approach for encoding spatial-relationship of visual words.},
year = {2015},
booktitle = {SAC},
author = {{Glauco Vitor Pedrosa} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 30th Annual ACM Symposium on Applied Computing, Salamanca, Spain, April 13-17, 2015}
}
@inproceedings{conf/sac/PedrosaTB15,
title = {Shape description based on bag of salience points.},
year = {2015},
booktitle = {SAC},
author = {{Glauco Vitor Pedrosa} and {Agma J. M. Traina} and {Célia A. Zorzo Barcelos}},
publisher = {ACM},
booktitle = {Proceedings of the 30th Annual ACM Symposium on Applied Computing, Salamanca, Spain, April 13-17, 2015}
}
@inproceedings{conf/sac/SantosOCFTT15,
title = {Combine-and-conquer: improving the diversity in similarity search through influence sampling.},
year = {2015},
booktitle = {SAC},
author = {{Lúcio F. D. Santos} and {Willian D. Oliveira} and {Luiz Olmes Carvalho} and {Mônica Ribeiro Porto Ferreira} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 30th Annual ACM Symposium on Applied Computing, Salamanca, Spain, April 13-17, 2015}
}
@inproceedings{conf/sbsi/SilvaBT15,
title = {Mineração de regras de associação temporais quantitativas por meio de algoritmo genético [Quantitative temporal association rule mining by genetic algorithm].},
year = {2015},
booktitle = {SBSI},
author = {{Sérgio Francisco da Silva} and {Marcos Aurélio Batista} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the annual conference on Brazilian Symposium on Information Systems, Information Systems: A Computer Socio-Technical Perspective, SBSI 2015, Goiânia, Brazil, May 26-29, 2015.}
}
@inproceedings{conf/sibgrapi/ChinoART15,
title = {BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis.},
year = {2015},
booktitle = {SIBGRAPI},
author = {{Daniel Y. T. Chino} and {Letricia P. S. Avalhais} and {José F. Rodrigues Jr.} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {28th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2015, Salvador, Bahia, Brazil, August 26-29, 2015}
}
@inproceedings{conf/sisap/CarvalhoSOTT15,
title = {Similarity Joins and Beyond: An Extended Set of Binary Operators with Order.},
year = {2015},
booktitle = {SISAP},
author = {{Luiz Olmes Carvalho} and {Lúcio F. D. Santos} and {Willian D. Oliveira} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings}
}
@inproceedings{conf/sisap/PolaTTK15,
title = {Improving Metric Access Methods with Bucket Files.},
year = {2015},
booktitle = {SISAP},
author = {{Ives Rene Venturini Pola} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Daniel dos Santos Kaster}},
publisher = {Springer},
booktitle = {Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings}
}
@inproceedings{conf/sisap/SantosCOTT15,
title = {Diversity in Similarity Joins.},
year = {2015},
booktitle = {SISAP},
author = {{Lúcio F. D. Santos} and {Luiz Olmes Carvalho} and {Willian D. Oliveira} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings}
}
@inproceedings{conf/ssdbm/BedoKTT15,
title = {Compact distance histogram: a novel structure to boost k-nearest neighbor queries.},
year = {2015},
booktitle = {SSDBM},
author = {{Marcos Vinicius Naves Bedo} and {Daniel dos Santos Kaster} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015}
}
@article{journals/corr/RodriguesBZT15,
title = {A Survey on Distributed Visualization Techniques over Clusters of Personal Computers.},
year = {2015},
journal = {CoRR},
author = {{José Fernando Rodrigues Jr.} and {André G. R. Balan} and {Luciana A. M. Zaina} and {Agma J. M. Traina}}
}
@article{journals/corr/RodriguesZOT15,
title = {A survey on Information Visualization in light of Vision and Cognitive sciences.},
year = {2015},
journal = {CoRR},
author = {{José Fernando Rodrigues Jr.} and {Luciana A. M. Zaina} and {Maria Cristina Ferreira de Oliveira} and {Agma J. M. Traina}}
}
@article{journals/is/PolaCTT15,
title = {Similarity sets: A new concept of sets to seamlessly handle similarity in database management systems.},
year = {2015},
journal = {Inf. Syst.},
author = {{Ives Rene Venturini Pola} and {Robson L. F. Cordeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/isci/TekliCTTF15,
title = {Approximate XML structure validation based on document-grammar tree similarity.},
year = {2015},
journal = {Inf. Sci.},
author = {{Joe Tekli} and {Richard Chbeir} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Renato Fileto}}
}
@inproceedings{conf/cbms/PedrosaT16,
title = {Encoding Visual Attention Features for Effective Biomedical Images Retrieval.},
year = {2016},
booktitle = {CBMS},
author = {{Glauco Vitor Pedrosa} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {29th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2016, Belfast, UK and Dublin, Ireland, June 20-24, 2016}
}
@inproceedings{conf/icdm/CostaTTF16,
title = {Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites.},
year = {2016},
booktitle = {ICDM},
author = {{Alceu Ferraz Costa} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/iceis/CarvalhoSOTT16,
title = {Efficient Self-similarity Range Wide-joins Fostering Near-duplicate Image Detection in Emergency Scenarios.},
year = {2016},
booktitle = {ICEIS (1)},
author = {{Luiz Olmes Carvalho} and {Lúcio F. D. Santos} and {Willian D. Oliveira} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SciTePress},
booktitle = {ICEIS 2016 - Proceedings of the 18th International Conference on Enterprise Information Systems, Volume 1, Rome, Italy, April 25-28, 2016}
}
@inproceedings{conf/iceis/CarvalhoSTT16,
title = {Pivot-Based Similarity Wide-Joins Fostering Near-Duplicate Detection.},
year = {2016},
booktitle = {ICEIS (Revised Selected Papers)},
author = {{Luiz Olmes Carvalho} and {Lucio Fernandes Dutra Santos} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Enterprise Information Systems - 18th International Conference, ICEIS 2016, Rome, Italy, April 25-28, 2016, Revised Selected Papers}
}
@inproceedings{conf/iceis/OliveiraFLGGFOR16,
title = {On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations.},
year = {2016},
booktitle = {ICEIS (1)},
author = {{Paulo H. Oliveira} and {Antonio C. Fraideinberze} and {Natan A. Laverde} and {Hugo Gualdron} and {André S. Gonzaga} and {Lucas D. Ferreira} and {Willian D. Oliveira} and {José F. Rodrigues Jr.} and {Robson L. F. Cordeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina} and {Elaine P. M. de Sousa}},
publisher = {SciTePress},
booktitle = {ICEIS 2016 - Proceedings of the 18th International Conference on Enterprise Information Systems, Volume 1, Rome, Italy, April 25-28, 2016}
}
@inproceedings{conf/ictai/AvalhaisRT16,
title = {Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow.},
year = {2016},
booktitle = {ICTAI},
author = {{Letricia P. S. Avalhais} and {José F. Rodrigues Jr.} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {28th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2016, San Jose, CA, USA, November 6-8, 2016}
}
@inproceedings{conf/ism/BlancoBCSJTAT16,
title = {A Label-Scaled Similarity Measure for Content-Based Image Retrieval.},
year = {2016},
booktitle = {ISM},
author = {{Gustavo Blanco} and {Marcos Vinicius Naves Bedo} and {Mirela T. Cazzolato} and {Lúcio F. D. Santos} and {Ana Elisa Serafim Jorge} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Symposium on Multimedia, ISM 2016, San Jose, CA, USA, December 11-13, 2016}
}
@inproceedings{conf/ism/SantosCBTT16,
title = {When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence.},
year = {2016},
booktitle = {ISM},
author = {{Lúcio F. D. Santos} and {Luiz Olmes Carvalho} and {Marcos Vinicius Naves Bedo} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Symposium on Multimedia, ISM 2016, San Jose, CA, USA, December 11-13, 2016}
}
@inproceedings{conf/sac/CazzolatoBCSTRT16,
title = {Unveiling smoke in social images with the SmokeBlock approach.},
year = {2016},
booktitle = {SAC},
author = {{Mirela T. Cazzolato} and {Marcos Vinicius Naves Bedo} and {Alceu Ferraz Costa} and {Jéssica Andressa de Souza} and {Caetano Traina Jr.} and {José Fernando Rodrigues Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016}
}
@inproceedings{conf/sac/SouzaCT16,
title = {ClusMAM: fast and effective unsupervised clustering of large complex datasets using metric access methods.},
year = {2016},
booktitle = {SAC},
author = {{Jéssica Andressa de Souza} and {Mirela T. Cazzolato} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016}
}
@inproceedings{conf/sibgrapi/RamosWT16,
title = {FOMP: A Novel Preprocessing Technique to Speed-Up the Outlier Removal from Matched Points.},
year = {2016},
booktitle = {SIBGRAPI},
author = {{Jonathan S. Ramos} and {Carolina Yukari Veludo Watanabe} and {Agma J. M. Traina}},
publisher = {IEEE Computer Society},
booktitle = {29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016, Sao Paulo, Brazil, October 4-7, 2016}
}
@article{journals/aci/BarbosaTM16,
title = {Meta-generalis: A novel method for structuring information from radiology reports.},
year = {2016},
journal = {Appl. Clin. Inform.},
author = {{Flavio Barbosa} and {Agma J. M. Traina} and {Valdair Muglia}}
}
@article{journals/is/TrainaJ16,
title = {Preface.},
year = {2016},
journal = {Inf. Syst.},
author = {{Agma Juci Machado Traina} and {Caetano Traina Júnior}}
}
@article{journals/jides/ManolopoulosCTB16,
title = {Preface.},
year = {2016},
journal = {J. Innov. Digit. Ecosyst.},
author = {{Yannis Manolopoulos} and {Richard Chbeir} and {Agma Juci Machado Traina} and {Youakim Badr} and {Frédéric Andrès}}
}
@inproceedings{conf/cbms/CazzolatoSCJOKJ17,
title = {BREATH: Heat Maps Assisting the Detection of Abnormal Lung Regions in CT Scans.},
year = {2017},
booktitle = {CBMS},
author = {{Mirela Teixeira Cazzolato} and {Lucas de Carvalho Scabora} and {Alceu Ferraz Costa} and {Marcos Roberto Nesso Junior} and {Luis Fernando Milano Oliveira} and {Daniel dos Santos Kaster} and {Caetano Traina Júnior} and {Agma Juci Machado Traina}},
publisher = {IEEE Computer Society},
booktitle = {30th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2017, Thessaloniki, Greece, June 22-24, 2017}
}
@inproceedings{conf/cbms/OliveiraSCOTT17,
title = {Efficiently Indexing Multiple Repositories of Medical Image Databases.},
year = {2017},
booktitle = {CBMS},
author = {{Paulo H. Oliveira} and {Lucas C. Scabora} and {Mirela T. Cazzolato} and {Willian D. Oliveira} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {IEEE Computer Society},
booktitle = {30th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2017, Thessaloniki, Greece, June 22-24, 2017}
}
@inproceedings{conf/sbbd/BedoTT17,
title = {A Spline-based Cost Model for Metric Trees.},
year = {2017},
booktitle = {SBBD},
author = {{Marcos V. N. Bedo} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SBC},
booktitle = {XXXII Simpósio Brasileiro de Banco de Dados, Uberlandia, MG, Brazil, October 4-7, 2017.}
}
@inproceedings{conf/sbbd/ScaboraOKTT17,
title = {Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k.},
year = {2017},
booktitle = {SBBD},
author = {{Lucas C. Scabora} and {Paulo H. Oliveira} and {Daniel S. Kaster} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {SBC},
booktitle = {XXXII Simpósio Brasileiro de Banco de Dados, Uberlandia, MG, Brazil, October 4-7, 2017.}
}
@inproceedings{conf/sdm/ChinoCTF17,
title = {VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume.},
year = {2017},
booktitle = {SDM},
author = {{Daniel Y. T. Chino} and {Alceu Ferraz Costa} and {Agma J. M. Traina} and {Christos Faloutsos}},
publisher = {SIAM},
booktitle = {Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017.}
}
@inproceedings{conf/sisap/LaverdeCTT17,
title = {Semantic Similarity Group By Operators for Metric Data.},
year = {2017},
booktitle = {SISAP},
author = {{Natan A. Laverde} and {Mirela T. Cazzolato} and {Agma J. M. Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Similarity Search and Applications - 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings}
}
@article{journals/mta/PedrosaTB17,
title = {Retrieving 2D shapes by similarity based on bag of salience points.},
year = {2017},
journal = {Multim. Tools Appl.},
author = {{Glauco Vitor Pedrosa} and {Agma J. M. Traina} and {Célia A. Zorzo Barcelos}}
}
@article{journals/tkdd/CostaYTTF17,
title = {Modeling Temporal Activity to Detect Anomalous Behavior in Social Media.},
year = {2017},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Alceu Ferraz Costa} and {Yuto Yamaguchi} and {Agma Juci Machado Traina} and {Caetano Traina Jr.} and {Christos Faloutsos}}
}
@inproceedings{conf/cbms/ChinoSCJTT18,
title = {ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures.},
year = {2018},
booktitle = {CBMS},
author = {{Daniel Yoshinobu Takada Chino} and {Lucas de Carvalho Scabora} and {Mirela Teixeira Cazzolato} and {Ana Elisa Serafim Jorge} and {Caetano Traina} and {Agma Juci Machado Traina}},
publisher = {IEEE Computer Society},
booktitle = {31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018}
}
@inproceedings{conf/cbms/JuniorCSOSSOCRT18,
title = {RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation.},
year = {2018},
booktitle = {CBMS},
author = {{Marcos Roberto Nesso Junior} and {Mirela T. Cazzolato} and {Lucas C. Scabora} and {Paulo H. Oliveira} and {Gabriel Spadon} and {Jéssica Andressa de Souza} and {Willian D. Oliveira} and {Daniel Y. T. Chino} and {José F. Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina}},
publisher = {IEEE Computer Society},
booktitle = {31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018}
}
@inproceedings{conf/cikm/CazzolatoTB18,
title = {Efficient and Reliable Estimation of Cell Positions.},
year = {2018},
booktitle = {CIKM},
author = {{Mirela T. Cazzolato} and {Agma J. M. Traina} and {Klemens Böhm}},
publisher = {ACM},
booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018}
}
@inproceedings{conf/cikm/SantosB0TTB18,
title = {Exploring Diversified Similarity with Kundaha.},
year = {2018},
booktitle = {CIKM},
author = {{Lúcio F. D. Santos} and {Gustavo Blanco} and {Daniel de Oliveira 001} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Marcos V. N. Bedo}},
publisher = {ACM},
booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018}
}
@inproceedings{conf/ieeeiccc/TekliCTTYIK18,
title = {Upgraded SemIndex Prototype Supporting Intelligent Database Keyword Queries through Disambiguation, Query as You Type, and Parallel Search Algorithms.},
year = {2018},
booktitle = {ICCC},
author = {{Joe Tekli} and {Richard Chbeir} and {Agma J. M. Traina} and {Caetano Traina} and {Kokou Yétongnon} and {Carlos Raymundo Ibañez} and {Christian Kallas}},
publisher = {IEEE Computer Society},
booktitle = {2018 IEEE International Conference on Cognitive Computing, ICCC 2018, San Francisco, CA, USA, July 2-7, 2018}
}
@inproceedings{conf/sac/ChinoSTT18,
title = {BoSS: image retrieval using bag-of-superpixels signatures.},
year = {2018},
booktitle = {SAC},
author = {{Daniel Y. T. Chino} and {Lucas C. Scabora} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018, Pau, France, April 09-13, 2018}
}
@inproceedings{conf/sac/SouzaTM18,
title = {Class-constraint similarity queries.},
year = {2018},
booktitle = {SAC},
author = {{Jéssica Andressa de Souza} and {Agma J. M. Traina} and {Sebastian Michel 001}},
publisher = {ACM},
booktitle = {Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018, Pau, France, April 09-13, 2018}
}
@article{journals/dke/BedoKTT18,
title = {The Merkurion approach for similarity searching optimization in Database Management Systems.},
year = {2018},
journal = {Data Knowl. Eng.},
author = {{Marcos V. N. Bedo} and {Daniel S. Kaster} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/dke/TekliCTTYIAK18,
title = {Full-fledged semantic indexing and querying model designed for seamless integration in legacy RDBMS.},
year = {2018},
journal = {Data Knowl. Eng.},
author = {{Joe Tekli} and {Richard Chbeir} and {Agma J. M. Traina} and {Caetano Traina} and {Kokou Yétongnon} and {Carlos Raymundo Ibañez} and {Marc Al Assad} and {Christian Kallas}}
}
@article{journals/jidm/BedoOTT18,
title = {Beyond Hit-or-Miss: A Comparative Study of Synopses for Similarity Searching.},
year = {2018},
journal = {J. Inf. Data Manag.},
author = {{Marcos Vinicius Naves Bedo} and {Daniel de Oliveira 001} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/jidm/ScaboraOSKRTJ18,
title = {Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row.},
year = {2018},
journal = {J. Inf. Data Manag.},
author = {{Lucas C. Scabora} and {Paulo H. Oliveira} and {Gabriel Spadon} and {Daniel S. Kaster} and {José F. Rodrigues Jr.} and {Agma J. M. Traina} and {Caetano Traina Júnior}}
}
@article{journals/prl/RamosWTT18,
title = {How to speed up outliers removal in image matching.},
year = {2018},
journal = {Pattern Recognit. Lett.},
author = {{Jonathan S. Ramos} and {Carolina Yukari Veludo Watanabe} and {Caetano Traina} and {Agma J. M. Traina}}
}
@inproceedings{conf/cbms/LinaresFBHFT19,
title = {How to Automatically Identify Regions of Interest in High-Resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis.},
year = {2019},
booktitle = {CBMS},
author = {{Oscar Cuadros Linares} and {Bruno S. Faiçal} and {Paulo Barbosa} and {Bernd Hamann} and {Alexandre Todorovic Fabro} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019, Cordoba, Spain, June 5-7, 2019}
}
@inproceedings{conf/cbms/RamosCFNTT19,
title = {3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging.},
year = {2019},
booktitle = {CBMS},
author = {{Jonathan S. Ramos} and {Mirela T. Cazzolato} and {Bruno S. Faiçal} and {Marcello H. Nogueira-Barbosa} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019, Cordoba, Spain, June 5-7, 2019}
}
@inproceedings{conf/cbms/SilvaJWATSJ0B19,
title = {A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds.},
year = {2019},
booktitle = {CBMS},
author = {{Wellington S. Silva} and {Daniel L. Jasbick} and {Rodrigo Erthal Wilson} and {Paulo M. Azevedo-Marques} and {Agma J. M. Traina} and {Lúcio F. D. Santos} and {Ana Elisa Serafim Jorge} and {Daniel de Oliveira 001} and {Marcos V. N. Bedo}},
publisher = {IEEE},
booktitle = {32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019, Cordoba, Spain, June 5-7, 2019}
}
@inproceedings{conf/cbms/ZabotCSFTT19,
title = {UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images.},
year = {2019},
booktitle = {CBMS},
author = {{Guilherme F. Zabot} and {Mirela T. Cazzolato} and {Lucas C. Scabora} and {Bruno S. Faiçal} and {Agma J. M. Traina} and {Caetano Traina}},
publisher = {IEEE},
booktitle = {32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019, Cordoba, Spain, June 5-7, 2019}
}
@inproceedings{conf/ism/ZabotCSTT19,
title = {Efficient Indexing of Multiple Metric Spaces with Spectra.},
year = {2019},
booktitle = {ISM},
author = {{Guilherme F. Zabot} and {Mirela T. Cazzolato} and {Lucas C. Scabora} and {Agma J. M. Traina} and {Caetano Traina}},
publisher = {IEEE},
booktitle = {IEEE International Symposium on Multimedia, ISM 2019, San Diego, CA, USA, December 9-11, 2019}
}
@inproceedings{conf/medinfo/LimaRTPG19,
title = {Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research.},
year = {2019},
booktitle = {MedInfo},
author = {{Daniel Mario de Lima} and {José F. Rodrigues Jr.} and {Agma J. M. Traina} and {Fabio A. Pires} and {Marco A. Gutierrez 001}},
publisher = {IOS Press},
booktitle = {MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics, Lyon, France, 25-30 August 2019.}
}
@inproceedings{conf/sac/RamosWNT19,
title = {BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging.},
year = {2019},
booktitle = {SAC},
author = {{Jonathan S. Ramos} and {Carolina Yukari Veludo Watanabe} and {Marcello H. Nogueira-Barbosa} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019}
}
@inproceedings{conf/sac/TrainaMRCCT19,
title = {The SimilarQL framework: similarity queries in plain SQL.},
year = {2019},
booktitle = {SAC},
author = {{Caetano Traina Jr.} and {Andre Moriyama} and {Guilherme Muzzi da Rocha} and {Robson L. F. Cordeiro} and {Cristina Dutra de Aguiar Ciferri} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019}
}
@inproceedings{conf/sbbd/CazzolatoRSZVCJ19,
title = {A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice.},
year = {2019},
booktitle = {SBBD},
author = {{Mirela T. Cazzolato} and {Lucas Santiago Rodrigues} and {Lucas C. Scabora} and {Guilherme F. Zabot} and {Guilherme Q. Vasconcelos} and {Daniel Y. T. Chino} and {Ana Elisa Serafim Jorge} and {Robson L. F. Cordeiro} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SBC},
booktitle = {Proceedings of the 34th Brazilian Symposium on Databases, SBBD 2019, Fortaleza, CE, Brazil, October 7-10, 2019.}
}
@inproceedings{conf/sibgrapi/RamosCFLNTT19,
title = {Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg.},
year = {2019},
booktitle = {SIBGRAPI},
author = {{Jonathan S. Ramos} and {Mirela T. Cazzolato} and {Bruno S. Faiçal} and {Oscar A. C. Linares} and {Marcello H. Nogueira-Barbosa} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {32nd SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2019, Rio de Janeiro, Brazil, October 28-30, 2019}
}
@article{journals/cmpb/CazzolatoSNOCKK19,
title = {dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions.},
year = {2019},
journal = {Comput. Methods Programs Biomed.},
author = {{Mirela T. Cazzolato} and {Lucas C. Scabora} and {Marcos R. Nesso Jr.} and {Luis Fernando Milano Oliveira} and {Alceu Ferraz Costa} and {Daniel S. Kaster} and {Marcel Koenigkam-Santos} and {Paulo Mazzoncini de Azevedo Marques} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/is/TrainaBPAT19,
title = {Querying on large and complex databases by content: Challenges on variety and veracity regarding real applications.},
year = {2019},
journal = {Inf. Syst.},
author = {{Agma J. M. Traina} and {Safia Brinis} and {Glauco Vitor Pedrosa} and {Letricia P. S. Avalhais} and {Caetano Traina Jr.}}
}
@article{journals/jiis/BrinisTT19,
title = {Hollow-tree: a metric access method for data with missing values.},
year = {2019},
journal = {J. Intell. Inf. Syst.},
author = {{Safia Brinis} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/kbs/TekliCTT19,
title = {SemIndex+: A semantic indexing scheme for structured, unstructured, and partly structured data.},
year = {2019},
journal = {Knowl. Based Syst.},
author = {{Joe Tekli} and {Richard Chbeir} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@article{journals/titb/OliveiraSCOPTT19,
title = {Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories.},
year = {2019},
journal = {IEEE J. Biomed. Health Informatics},
author = {{Paulo H. Oliveira} and {Lucas C. Scabora} and {Mirela T. Cazzolato} and {Willian D. Oliveira} and {Rafael S. Paixão} and {Agma J. M. Traina} and {Caetano Traina}}
}
@inproceedings{conf/cbms/CazzolatoRRSCJM20,
title = {Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine.},
year = {2020},
booktitle = {CBMS},
author = {{Mirela T. Cazzolato} and {Jonathan S. Ramos} and {Lucas Santiago Rodrigues} and {Lucas C. Scabora} and {Daniel Y. T. Chino} and {Ana Elisa Serafim Jorge} and {Paulo Mazzoncini de Azevedo Marques} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {33rd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2020, Rochester, MN, USA, July 28-30, 2020}
}
@inproceedings{conf/cbms/ClementinoBFLLG20,
title = {Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP.},
year = {2020},
booktitle = {CBMS},
author = {{José Maria Clementino} and {Christian C. Bones} and {Bruno S. Faiçal} and {Oscar A. C. Linares} and {Daniel Mario de Lima} and {Marco A. Gutierrez 001} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {33rd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2020, Rochester, MN, USA, July 28-30, 2020}
}
@inproceedings{conf/cbms/LinaresSFHFT20,
title = {Efficient Segmentation of Cell Nuclei in Histopathological Images.},
year = {2020},
booktitle = {CBMS},
author = {{Oscar Cuadros Linares} and {Aurea Soriano-Vargas} and {Bruno S. Faiçal} and {Bernd Hamann} and {Alexandre Todorovic Fabro} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {33rd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2020, Rochester, MN, USA, July 28-30, 2020}
}
@inproceedings{conf/sac/RamosCNT20,
title = {FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI.},
year = {2020},
booktitle = {SAC},
author = {{Jonathan S. Ramos} and {Mirela T. Cazzolato} and {Marcello H. Nogueira-Barbosa} and {Agma J. M. Traina}},
publisher = {ACM},
booktitle = {SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30 - April 3, 2020}
}
@inproceedings{conf/sisap/RodriguesCTT20,
title = {Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values.},
year = {2020},
booktitle = {SISAP},
author = {{Lucas Santiago Rodrigues} and {Mirela Teixeira Cazzolato} and {Agma Juci Machado Traina} and {Caetano Traina}},
publisher = {Springer},
booktitle = {Similarity Search and Applications - 13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30 - October 2, 2020, Proceedings}
}
@article{journals/cmpb/BlancoTTAJOB20,
title = {A superpixel-driven deep learning approach for the analysis of dermatological wounds.},
year = {2020},
journal = {Comput. Methods Programs Biomed.},
author = {{Gustavo Blanco} and {Agma J. M. Traina} and {Caetano Traina Jr.} and {Paulo M. Azevedo-Marques} and {Ana Elisa Serafim Jorge} and {Daniel de Oliveira 001} and {Marcos V. N. Bedo}}
}
@article{journals/cmpb/ChinoSCJTT20,
title = {Segmenting skin ulcers and measuring the wound area using deep convolutional networks.},
year = {2020},
journal = {Comput. Methods Programs Biomed.},
author = {{Daniel Y. T. Chino} and {Lucas C. Scabora} and {Mirela T. Cazzolato} and {Ana Elisa Serafim Jorge} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/jaihc/GiuntiniCRCTU20,
title = {A review on recognizing depression in social networks: challenges and opportunities.},
year = {2020},
journal = {J. Ambient Intell. Humaniz. Comput.},
author = {{Felipe Taliar Giuntini} and {Mirela T. Cazzolato} and {Maria de Jesus Dutra dos Reis} and {Andrew Thomas Campbell} and {Agma J. M. Traina} and {Jó Ueyama}}
}
@inproceedings{conf/cbms/ClementinoFBTGT21,
title = {Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records.},
year = {2021},
booktitle = {CBMS},
author = {{José Maria Clementino} and {Bruno S. Faiçal} and {Christian C. Bones} and {Caetano Traina} and {Marco A. Gutierrez 001} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021}
}
@inproceedings{conf/cbms/LinharesLBRGTT21,
title = {I-CovidVis - A Visual Analytics Tool for Interoperable Healthcare Databases using Graphs.},
year = {2021},
booktitle = {CBMS},
author = {{Claudio D. G. Linhares} and {Daniel Mario de Lima} and {Christian C. Bones} and {Marina F. S. de Sá Rebelo} and {Marco A. Gutierrez 001} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021}
}
@inproceedings{conf/cbms/RamosMCTNT21,
title = {BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging.},
year = {2021},
booktitle = {CBMS},
author = {{Jonathan S. Ramos} and {Jamilly G. Maciel} and {Mirela T. Cazzolato} and {Caetano Traina} and {Marcello H. Nogueira-Barbosa} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021}
}
@inproceedings{conf/sac/MoriyamaRSCTT21,
title = {VD-tree: how to build an efficient and fit metric access method using voronoi diagrams.},
year = {2021},
booktitle = {SAC},
author = {{Andre Moriyama} and {Lucas Santiago Rodrigues} and {Lucas C. Scabora} and {Mirela T. Cazzolato} and {Agma J. M. Traina} and {Caetano Traina}},
publisher = {ACM},
booktitle = {SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021}
}
@inproceedings{conf/sac/ScaboraSCKTRT21,
title = {SHARq: sharing recursive queries in relational databases.},
year = {2021},
booktitle = {SAC},
author = {{Lucas C. Scabora} and {Gabriel Spadon} and {Mirela T. Cazzolato} and {Daniel S. Kaster} and {Agma J. M. Traina} and {José F. Rodrigues Jr.} and {Caetano Traina Jr.}},
publisher = {ACM},
booktitle = {SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021}
}
@inproceedings{conf/sbbd/CazzolatoRRGTT21,
title = {Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases.},
year = {2021},
booktitle = {SBBD},
author = {{Mirela T. Cazzolato} and {Lucas Santiago Rodrigues} and {Marcela X. Ribeiro} and {Marco A. Gutierrez 001} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SBC},
booktitle = {Proceedings of the 36th Brazilian Symposium on Databases, SBBD 2021, Rio de Janeiro, Brazil (Online), October 4-8, 2021.}
}
@article{journals/access/GiuntiniMCKRTCU21,
title = {Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks.},
year = {2021},
journal = {IEEE Access},
author = {{Felipe Taliar Giuntini} and {Kauê L. de Moraes} and {Mirela T. Cazzolato} and {Luziane de Fátima Kirchner} and {Maria de Jesus Dutra dos Reis} and {Agma J. M. Traina} and {Andrew Thomas Campbell} and {Jó Ueyama}}
}
@article{journals/access/GiuntiniMCKRTCU21a,
title = {Tracing the Emotional Roadmap of Depressive Users on Social Media Through Sequential Pattern Mining.},
year = {2021},
journal = {IEEE Access},
author = {{Felipe Taliar Giuntini} and {Kauê L. de Moraes} and {Mirela T. Cazzolato} and {Luziane de Fátima Kirchner} and {Maria de Jesus Dutra dos Reis} and {Agma J. M. Traina} and {Andrew Thomas Campbell} and {Jó Ueyama}}
}
@article{journals/cbm/CazzolatoRRSCJM21,
title = {The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine.},
year = {2021},
journal = {Comput. Biol. Medicine},
author = {{Mirela T. Cazzolato} and {Jonathan S. Ramos} and {Lucas Santiago Rodrigues} and {Lucas C. Scabora} and {Daniel Y. T. Chino} and {Ana Elisa Serafim Jorge} and {Paulo Mazzoncini de Azevedo Marques} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/jidm/NovaesSC0BTT21,
title = {J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval.},
year = {2021},
journal = {J. Inf. Data Manag.},
author = {{João V. O. Novaes} and {Lúcio F. D. Santos} and {Luiz Olmes Carvalho} and {Daniel de Oliveira 001} and {Marcos V. N. Bedo} and {Agma J. M. Traina} and {Caetano Traina Jr.}}
}
@inproceedings{conf/adbis/NovaesSTT22,
title = {ORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning.},
year = {2022},
booktitle = {ADBIS},
author = {{João Victor de Oliveira Novaes} and {Lucio Fernandes Dutra Santos} and {Agma Juci Machado Traina} and {Caetano Traina Jr.}},
publisher = {Springer},
booktitle = {Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings}
}
@inproceedings{conf/bigdataconf/CazzolatoVZPLFLTF22,
title = {TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs.},
year = {2022},
booktitle = {IEEE Big Data},
author = {{Mirela T. Cazzolato} and {Saranya Vijayakumar} and {Xinyi Zheng} and {Namyong Park} and {Meng-Chieh Lee} and {Pedro Fidalgo} and {Bruno Lages} and {Agma J. M. Traina} and {Christos Faloutsos}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}
}
@inproceedings{conf/cbms/BedoRTTNA22,
title = {Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures.},
year = {2022},
booktitle = {CBMS},
author = {{Marcos V. N. Bedo} and {Jonathan S. Ramos} and {Agma J. M. Traina} and {Caetano Traina} and {Marcello H. Nogueira-Barbosa} and {Paulo M. Azevedo-Marques}},
publisher = {IEEE},
booktitle = {35th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2022, Shenzen, China, July 21-23, 2022}
}
@inproceedings{conf/cbms/RamosABCMCTNT22,
title = {Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning.},
year = {2022},
booktitle = {CBMS},
author = {{Jonathan S. Ramos} and {Erikson Júlio De Aguiar} and {Ivar Vargas Belizario} and {Márcus V. L. Costa} and {Jamilly G. Maciel} and {Mirela T. Cazzolato} and {Caetano Traina} and {Marcello H. Nogueira-Barbosa} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {35th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2022, Shenzen, China, July 21-23, 2022}
}
@inproceedings{conf/iccS/RodriguesVEOTT22,
title = {MiDaS: Extract Golden Results from Knowledge Discovery Even over Incomplete Databases.},
year = {2022},
booktitle = {ICCS (4)},
author = {{Lucas Santiago Rodrigues} and {Thiago Galbiatti Vespa} and {Igor A. R. Eleutério} and {Willian D. Oliveira} and {Agma J. M. Traina} and {Caetano Traina}},
publisher = {Springer},
booktitle = {Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part IV}
}
@inproceedings{conf/inista/AlvesT22,
title = {Variational Autoencoders for Medical Image Retrieval.},
year = {2022},
booktitle = {INISTA},
author = {{Cézanne Alves} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, France, August 8-12, 2022}
}
@inproceedings{conf/micad/AguiarMQ0TT22,
title = {Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases.},
year = {2022},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
author = {{Erikson Júlio De Aguiar} and {Karem D. Marcomini} and {Felipe A. Quirino} and {Marco A. Gutierrez 001} and {Caetano Traina Jr.} and {Agma J. M. Traina}},
publisher = {SPIE},
booktitle = {Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA, February 20-24, 2022 / online, March 21-27, 2022}
}
@inproceedings{conf/micad/MarcominiCTK022,
title = {A deep learning approach for COVID-19 screening and localization on chest x-ray images.},
year = {2022},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
author = {{Karem Daiane Marcomini} and {Diego Armando Cardona Cárdenas} and {Agma Juci Machado Traina} and {José Eduardo Krieger} and {Marco Antonio Gutierrez 001}},
publisher = {SPIE},
booktitle = {Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA, February 20-24, 2022 / online, March 21-27, 2022}
}
@article{journals/is/CazzolatoTB22,
title = {Establishing trajectories of moving objects without identities: The intricacies of cell tracking and a solution.},
year = {2022},
journal = {Inf. Syst.},
author = {{Mirela T. Cazzolato} and {Agma J. M. Traina} and {Klemens Böhm}}
}
@article{journals/jidm/CazzolatoRRGTT22,
title = {Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases.},
year = {2022},
journal = {J. Inf. Data Manag.},
author = {{Mirela T. Cazzolato} and {Lucas Santiago Rodrigues} and {Marcela X. Ribeiro} and {Marco A. Gutierrez 001} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@article{journals/jidm/CazzolatoSZGTT22,
title = {FeatSet+: Visual Features Extracted from Public Image Datasets.},
year = {2022},
journal = {J. Inf. Data Manag.},
author = {{Mirela T. Cazzolato} and {Lucas C. Scabora} and {Guilherme F. Zabot} and {Marco A. Gutierrez 001} and {Caetano Traina Jr.} and {Agma J. M. Traina}}
}
@inproceedings{conf/aaai/CazzolatoVZPLCF23,
title = {TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs.},
year = {2023},
booktitle = {AAAI},
author = {{Mirela T. Cazzolato} and {Saranya Vijayakumar} and {Xinyi Zheng} and {Namyong Park} and {Meng-Chieh Lee} and {Duen Horng Chau} and {Pedro Fidalgo} and {Bruno Lages} and {Agma J. M. Traina} and {Christos Faloutsos}},
publisher = {AAAI Press},
booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023}
}
@inproceedings{conf/cbms/AguiarCTT23,
title = {Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings.},
year = {2023},
booktitle = {CBMS},
author = {{Erikson Júlio De Aguiar} and {Márcus V. L. Costa} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, L'Aquila, Italy, June 22-24, 2023}
}
@inproceedings{conf/cbms/CazzolatoGTFT23,
title = {Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools.},
year = {2023},
booktitle = {CBMS},
author = {{Mirela T. Cazzolato} and {Marco Antonio Gutierrez 001} and {Caetano Traina} and {Christos Faloutsos} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, L'Aquila, Italy, June 22-24, 2023}
}
@inproceedings{conf/cbms/CostaARRTT23,
title = {A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model.},
year = {2023},
booktitle = {CBMS},
author = {{Márcus V. L. Costa} and {Erikson Júlio De Aguiar} and {Lucas Santiago Rodrigues} and {Jonathan S. Ramos} and {Caetano Traina} and {Agma J. M. Traina}},
publisher = {IEEE},
booktitle = {36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, L'Aquila, Italy, June 22-24, 2023}
}
@inproceedings{conf/cikm/CazzolatoVLVPFT23,
title = {CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs.},
year = {2023},
booktitle = {CIKM},
author = {{Mirela Teixeira Cazzolato} and {Saranya Vijayakumar} and {Meng-Chieh Lee} and {Catalina Vajiac} and {Namyong Park} and {Pedro Fidalgo} and {Agma J. M. Traina} and {Christos Faloutsos}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/sbbd/MarcaciniOT23,
title = {Calibração de Distância em Métodos de Acesso Métrico por meio de Realimentação de Relevância.},
year = {2023},
booktitle = {SBBD},
author = {{Renato Gomes Marcacini} and {Willian Dener de Oliveira} and {Agma Juci Machado Traina}},
publisher = {SBC},
booktitle = {Proceedings of the 38th Brazilian Symposium on Databases, SBBD 2023, Belo Horizonte, MG, Brazil, September 25-29, 2023.}
}
@article{journals/corr/abs-2304-03828,
title = {TDANetVis: Suggesting temporal resolutions for graph visualization using zigzag persistent homology.},
year = {2023},
journal = {CoRR},
author = {{Raphaël Tinarrage} and {Jean R. Ponciano} and {Claudio D. G. Linhares} and {Agma J. M. Traina} and {Jorge Poco}}
}
@article{journals/tvcg/LinharesPPRTP23,
title = {LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies.},
year = {2023},
journal = {IEEE Trans. Vis. Comput. Graph.},
author = {{Claudio D. G. Linhares} and {Jean R. Ponciano} and {Diogenes S. Pedro} and {Luis E. C. Rocha} and {Agma J. M. Traina} and {Jorge Poco}}
}
@article{journals/is/JasbickSATOB23,
title = {Pushing diversity into higher dimensions: The LID effect on diversified similarity searching.},
year = {2023},
month = {March},
journal = {Inf. Syst.},
author = {{Daniel L. Jasbick} and {Lúcio F. D. Santos} and {Paulo M. Azevedo-Marques} and {Agma J. M. Traina} and {Daniel de Oliveira 001} and {Marcos V. N. Bedo}}
}
@article{journals/tvcg/LinharesLPOGPTT23,
title = {ClinicalPath: A Visualization Tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making.},
year = {2023},
month = {October},
journal = {IEEE Trans. Vis. Comput. Graph.},
author = {{Claudio D. G. Linhares} and {Daniel Mario de Lima} and {Jean R. Ponciano} and {Mauro M. Olivatto} and {Marco A. Gutierrez 001} and {Jorge Poco} and {Caetano Traina} and {Agma J. M. Traina}}
}
@article{journals/hisas/PangGWTW23,
title = {Patient assignment optimization in cloud healthcare systems: a distributed genetic algorithm.},
year = {2023},
month = {December},
journal = {Health Inf. Sci. Syst.},
author = {{Xinyu Pang} and {Yong-Feng Ge} and {Kate N. Wang 001} and {Agma J. M. Traina} and {Hua Wang 002}}
}