2024:
WEBER, M. N ; LEITE, J. V. S. ; SANTOS, LUCIO F. D. ; DE OLIVEIRA, DANIEL ; BEDO, MARCOS . Adicionando suporte à diversificação de resultados em índices HNSW considerando espaços de baixa e alta dimensionalidade. Simpósio Brasileiro de Banco de Dados, 2024, Florianópolis. Anais do Simpósio Brasileiro de Banco de Dados, SBC, V.1, P. 1-16.
WEBER, M. N ; LEITE, J. V. S. ; SANTOS, LUCIO F. D. ; DE OLIVEIRA, DANIEL ; BEDO, MARCOS . Enriching Hierarchical Navigate Small World Searches with Result Diversification. International Conference on Database and Expert Systems Applications, 2024, Nápoles. Proceedings of the 35th International conference on Database and Expert Systems Applications, 2024, v.1, p. 1-8.
2023:
JASBICK, DANIEL ; SANTOS, LUCIO F. D. ; AZEVEDO-MARQUES, PAULO M. ; TRAINA, AGMA J.M. ; DE OLIVEIRA, DANIEL ; BEDO, MARCOS . Pushing diversity into higher dimensions: The LID effect on diversified similarity searching. INFORMATION SYSTEMS, v. 114, p. 102166, 2023.
OLIVEIRA, W.D.; LAUTON, A. J. C.; TRAINA JR., C; SANTOS, LUCIO F. D. Similarity Grouping by Influence: Exploring Result Diversification in Similarity Group-by Operators. Simpósio Brasileiro de Banco de Dados, 2023, Belo Horizonte. Anais do XXXVIII SIMPÓSIO BRASILEIRO DE BANCO DE DADOS, 2023, V. 1, p. 402-407. (Best (Short) Paper Award)
LIMA, LETICIA C.; SANTOS, LUCIO F. D; BEDO, MARCOS V.; SERAPHIM, ENZO; CARVALHO, L.O. Planos físicos de consult para Divisão Relacional. Simpósio Brasileiro de Banco de Dados, 2023, Belo Horizonte. Anais do XXXVIII SIMPÓSIO BRASILEIRO DE BANCO DE DADOS, 2023, V. 1, p. 384-389. (Honorable Mentions)
SOUZA, VINICIUS. CARVALHO, L. O.; DE OLIVEIRA, DANIEL; BEDO MARCOS V.; SANTOS, LUCIO F. D. Adding Result Diversification to k-NN-based Joins in a Map-Reduce Framework. In. Conference on Database and Expert Systems Applications, 2023, Pennag. Proceedings of 34th International Conference on Database and Expert Systems Applications, 2023, V.1, p. 1-15;
2022:
NOVAES, J. V. ; SANTOS, LUCIO F. D. ; TRAINA, A. J. M. ; Traina Jr., C.. . ORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning. Lecture Notes in Computer Science: Advances in Databases and Information Systems. 1ed.Turin: Springer International Publishing, 2022, v. 13389, p. 165-178.
Eleuterio R. A. I. ; V. N. BEDO, MARCOS ; DE OLIVEIRA, DANIEL ; CARVALHO, L. O. ; SANTOS, LUCIO F. D. . Fingerprints in a Computer Science Course Profile: Early results from the IFNMG Data Warehouse. In: Educomp, 2022, Feira de Santana. Anais do II Simpósio Brasileiro de Educação em Computação, 2022. v. 1. p. 57-66.
2021:
NOCELLE M ; DE OLIVEIRA, R ; OLMES CARVALHO, LUIZ ; SEMAAN, G. ; DE OLIVEIRA, DANIEL ; SANTOS, LUCIO F. D. ; BEDO, MARCOS . HELIX: A data-driven characterization of Brazilian land snails. In: Brazilian Symposium on Databases, 2021, Online. Proceedings of Brazilian Symposium on Databases. Porto Alegre: SBC, 2021. v. 1. p. 1-6.
NOVAES, J. V. ; SANTOS, LUCIO F. D.; OLMES CARVALHO, LUIZ; BEDO, M. V. N. ; OLIVEIRA, D. ; TRAINA, AGMA J. M. ; TRAINA JR., C. ; J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval. Journal of Information and Data Management - JIDM, v. 12, p. 126-137, 2021.
LOPES, C. R. ; SANTOS, LUCIO F. D. ; JASBICK, DANIEL L. ; BEDO, M. V. N. ; An empirical assessment of quality metrics for diversified similarity searching. Journal of Information and Data Management - JIDM, v. 12, p. 290-305, 2021.
2020:
JASBICK, DANIEL L. ; SANTOS, LUCIO F. D. ; OLIVEIRA, D. ; BEDO, M. V. N. . Some branches may bear rotten fruits: Diversity browsing VP-Trees. In: International Conference on Similarity Search and Applications, 2020, Copenhagen (online). Proceedings of International Conference on Similarity Search and Applications, 2020. v. a. p. 1-14.
LOPES, C. R. ; JASBICK, DANIEL L. ; BEDO, M. V. N. ; SANTOS, LUCIO F. D. . Quality metrics for diversified similarity searching: What they stand for?. In: Brazilian Symposium on Databases, 2020, Búzios. Proceedings of Brazilian Symposium on Databases. Porto Alegre: SBC, 2020. v. 1. p. 1-12. (Honorable Mentions JMG Award)
BARBOSA, R. ; SANTOS, LUCIO F. D. ; SANTOS, D. P. ; OLIVEIRA, D. ; WILSON, R. E. ; BEDO, MARCOS V. N. . Criteria for choosing the number of dimensions in a principal component analysis: An empirical assessment.. In: Brazilian Symposium on Databases, 2020, Búzios. Proceedings of Brazilian Symposium on Databases. Porto Alegre: SBC, 2020. v. 1. p. 1-6. (Best (Short) Paper Award)
2019:
SILVA, WELLINGTON S. ; JASBICK, DANIEL L. ; WILSON, RODRIGO E. ; AZEVEDO-MARQUES, PAULO M. ; TRAINA, AGMA J. M. ; SANTOS, LUCIO F. D. ; JORGE, ANA E. S. ; DE OLIVEIRA, DANIEL ; BEDO, MARCOS V. N. . A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds. In: 2019 IEEE 32nd International Symposium on ComputerBased Medical Systems (CBMS), 2019, Cordoba. 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), 2019. p. 343. (Best Paper Award)
NOVAES, J. V. ; BEDO, M. V. N. ; OLIVEIRA, D. ; TRAINA JR., C. ; TRAINA, AGMA J. M. ; SANTOS, LUCIO F. D. . J-EDA: A diversified similarity workbench for content-based image retrieval.. In: Brazilian Symposium on Databases (SBBD), 2019, Fortaleza. Proceedings of Brazilian Symposium on Databases (SBBD) - Demo Session. Porto Alegre: SBC, 2019. v. 1. p. 1-6. (Best Paper Award)
2018:
SANTOS, LUCIO F. D.; BLANCO, GUSTAVO ; OLIVEIRA, DANIEL DE ; TRAINA, AGMA J. M. ; TRAINA JR., CAETANO ; BEDO, MARCOS V. N. . Exploring Diversified Similarity with Kundaha. In: the 27th ACM International Conference, 2018, Torino. Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18, 2018. v. 1. p. 1903-4.
JASBICK, D. L. ; SANTOS, T. G. ; OLIVEIRA, R. A. ; SANTOS, LUCIO F. D. ; OLIVEIRA, D. ; BEDO, M. V. N. . VP-Viewer: Keeping track of your query from a vantage point. In: Brazilian Symposium on Databases (SBBD), 2018, Rio de Janeiro. Proceedings of Brazilian Symposium on Databases (SBBD) - Demo Session.. Porto Alegre: SBC, 2018. v. 1. p. 1-6 . (Best Paper Award)
NOVAES, J. V. ; BENEDITO, C. ; SANTOS, LUCIO F. D. . AVALIANDO DIFERENTES IMPLEMENTAÇÕES DO DESCRITOR DE COR DOMINANTE. In: XXI ENMC : Encontro Nacional de Modelagem Computacional e IX ECTM : Encontro de Ciências e Tecnologia de Materiais,, 2018, Búzios. Anais do XXI ENMC : Encontro Nacional de Modelagem Computacional e IX ECTM : Encontro de Ciências e Tecnologia de Materiais, 2018. v. 1. p. 1-10.
2017:
TRAINA, A. J. M. ; BEDO, M. V. N. ; SANTOS, LUCIO F. D. ; CARVALHO, L. O. ; PEDROSA, G. V. ; COSTA, A. F. ; TRAINA JR., C. . “Making Content-Based Medical Image Retrieval Systems worth for Computer-Aided Diagnosis: From Theory to Application”. Em: Marques, P. M. A.; Mencattini, A.; Salmeri, M.; Rangayyan, R. M.. (Org.). Medical Image Analysis and Informatics: Computer-aided Diagnosis and Therapy. 1ed.: CRC Press, 2017, v. 1, p. 1-48.
CARVALHO, L. O.; SANTOS, LUCIO F. D. ; TRAINA, A. J. M. ; TRAINA JR., C. . Pivot-Based Similarity Wide-Joins Fostering Near-Duplicate Detection. In: Hammoudi, S.; Maciaszek, L. A.; Missikoff, M. M.; Camp, O.; Cordeiro, J.. (Org.). Enterprise Information Systems. 1ed.: Springer, 2017, v. 291, p. 81-104.
2016:
SANTOS, LUCIO F. D.; CARVALHO, L. O. ; BEDO, M. V. N. ; TRAINA, A. J. M. e Traina Jr., C.. . “When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence”. Em ISM: Proceedings of the 18th IEEE International Symposium on Multimedia, San Jose, 2016. p. 26-29.
CARVALHO, L. O. ; SANTOS, LUCIO F. D. ; OLIVEIRA, WILLIAN D. ; TRAINA, A. J. M. e TRAINA JR., C. . “Efficient Self-similarity Range Widejoins Fostering Near-duplicate Image Detection in Emergency Scenarios”. Em ICEIS: Proceedings of the 18th International Conference on Enterprise Information Systems, Rome, 2016. v. 1. p. 81-91. (Best Paper Award)
BLANCO, GUSTAVO ; BEDO, M. V. N. ; CAZZOLATO, M. T. ; SANTOS, LUCIO F. D. ; JORGE, A. E. S. ; Traina Jr., C.. ; AZEVEDO-MARQUES, PAULO MAZZONCINI e TRAINA, A. J. M. . “A Label-Scaled Similarity Measure for Content-Based Image Retrieval”. Em ISM: Proceedings of the 18th International Symposium on Multimedia, San Jose, 2016. p. 20-25
2015:
SANTOS, LUCIO F. D.; DIAS, R. L. ; RIBEIRO, M. X. ; TRAINA, A. J. M. e TRAINA JR., C. . “Combining Diversity Queries and Visual Mining to Improve Content-Based Image Retrieval Systems: The DiVI Method”. Em ISM: Proceedings of the 17th IEEE International Symposium on Multimedia, 2015. p. 357-362.
SANTOS, LUCIO F. D. ; CARVALHO, L. O. ; Oliveira, W. D. ; TRAINA, A. J. M. e TRAINA JR., C. . “Diversity in Similarity Joins”. Em SISAP: The 8th International Conference on Similarity Search and Applications, 2015, Glasgow. Lecture Notes in Computer Science, 2015. v. 9371. p. 42-53.
SANTOS, LUCIO F. D. ; OLIVEIRA, W. D.; CARVALHO, L. O.; FERREIRA, M. R. P.; TRAINA, A. J. M. e TRAINA JR., C..“Combine-and-Conquer: Improving the Diversity in Similarity Search Through Influence Sampling”. Em SAC: Proceedings of the Symposium on Applied Computing, 2015, Salamanca, Spain, p. 994-999.
CARVALHO, L. O. ; SANTOS, LUCIO F. D. ; Oliveira, W. D. ; TRAINA, A. J. M. e TRAINA JR., C. . “Self Similarity Wide-Joins for Near-Duplicate Image Detection”. Em ISM: Proceedings of the 17th IEEE International Symposium on Multimedia, 2015, p. 237-240
CARVALHO, L. O. ; SANTOS, LUCIO F. D. ; Oliveira, W. D. ; TRAINA, A. J. M. e TRAINA JR., C. “Similarity Joins and Beyond: an Extended Set of Binary Operators with Order.”. Em SISAP: The 8th International Conference on Similarity Search And Applications, 2015, Glasgow. Lecture Notes in Computer Science, 2015. v. 9371. p. 29-41.
BEDO, MARCOS V. N. ; SANTOS, LUCIO F. D. ; OLIVEIRA, WILLIAN D. ; BLANCO, GUSTAVO ; TRAINA, A. J. M. ; FRADE, MARCO A. C. ; AZEVEDO-MARQUES PAULO M. e TRAINA JR., C. . “Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers”. Em CBMS: Proceedings of 28th IEEE Symposium on Computer-Based Medical Systems, São Carlos - 2015, p.109-114
2014:
SANTOS, LUCIO F. D. ; DIAS, R. L. ; FERREIRA, MONICA R. P. ; RIBEIRO, M. X. ; TRAINA, A. J. M. e TRAINA JR., C. . “Have You Met VikS? A Novel Framework for Visual Diversity Search Analysis”. Em SBBD: Simpósio Brasileiro de Banco de Dados, 2014, Curitiba. Anais do XXIX Simpósio Brasileiro de Banco de Dados - Sessão de Demos., 2014, p. 209-214. (Best Paper Award)
SANTOS, LUCIO F. D.; BEDO, M. V. N.; PONCIANO-SILVA, M.; TRAINA, A. J. M. e TRAINA JR., C. “Being similar is not enough: How to bridge usability gaps trough diversity in medical images”. Em CBMS: Proceedings of 27th IEEE Symposium on Computer-Based Medical Systems, 2014, p. 287-293.
PIERRO, G. V. ; FERREIRA, MONICA R. P. ; SANTOS, LUCIO F. D. ; OLIVEIRA, WILLIAN D. ; TRAINA, A. J. M. e TRAINA JR., C. . “Embedding k-Nearest Neighbor Queries into Relational Database Management Systems”. Journal of Information and Data Management - JIDM, v. 5, 2014, p. 252-265
2013:
SANTOS, LUCIO F. D.; OLIVEIRA, W. D.; FERREIRA, M. R. P.; CORDEIRO, R. L. F.; TRAINA, A. J. M. e TRAINA JR., C. “Evaluating the diversification of similarity query results”. Journal of Information and Data Management,v. 4, n. 3, 2013, p. 188-203.
SANTOS, LUCIO. F. D.; OLIVEIRA, W. D.; FERREIRA, M. R. P.; TRAINA, A. J. M. e TRAINA JR., C. “Parameter-free and domain-independent similarity search with diversity”. Em SSDBM: Proceedings of the 25th International Conference on Scientific and Statistical Database Management. New York, NY, USA: ACM, 2013. (SSDBM), p.5:1-5:12.
2011:
FERREIRA, M. R. P. ; SANTOS, LUCIO F. D. ; TRAINA, A. J. M. ; DIAS, I. ; CHBEIR, R. ; TRAINA JR., C. . Algebraic Properties to Optimize kNN Queries. Journal of Information and Data Management - JIDM, v. 2 (3), p. 385-400, 2011.