Publications

 

2019

TEKLI, J. ; TRAINA, A.J.M. ; TRAINA JR, Caetano ; Chbeir, R. ; YETONGNON, K. ; KALLAS, C. . SemIndex+: A semantic indexing scheme for structured, unstructured, and partly structured data. KNOWLEDGE-BASED SYSTEMS, v. 164, p. 378-403, 2019.

CAZZOLATO, Mirela T. ; SCABORA, L. C. ; NESSO JR, M. R. ; MILANO-OLIVEIRA, L. F. ; COSTA, Alceu Ferraz ; Kaster, D. ; SANTOS, M. K. ; Azevedo-Marques, Paulo M. ; TRAINA JR, Caetano ; TRAINA, AGMA J.M. . dp-BREATH: Heat Maps and Probabilistic Classification Assisting the Analysis of Abnormal Lung Regions. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 173, p. 27-34, 2019.

TRAINA JR, Caetano ; CORDEIRO, R. L. F. ; CIFERRI, Cristina ; MORIYAMA, A. T. A. ; ROCHA, G. M. ; TRAINA, AGMA J.M. . The SimilarQL framework: Executing Similarity Queries in Plain SQL. In: 34th ACM/SIGAPP Symposium on Applied Computing (SAC 2019), 2019, Limassol, Cyprus. Proceedings of the 34th Annual ACM Symposium on Applied Computing (SAC 2019) PosterPaper. New York: ACM Press, 2019. v. 1. p. 468-471.

RAMOS, JONATHAN S. ; WATANABE, CAROLINA Y. V. ; NOGUEIRA-BARBOSA, MARCELLO H. ; Traina, Agma J. M. . BGrowth. In: the 34th ACM/SIGAPP Symposium, 2019, Limassol. Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing - SAC '19, 2019. v. 1. p. 220-227.

ZABOT, G. ; FAICAL, B. S. ; CAZZOLATO, Mirela T. ; SCABORA, L. C. ; Traina, Agma J. M. ; TRAINA JR, Caetano . UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Image. In: 32th IEEE Intl Symposium on Computer-Based Medical Systems (CBMS 2019), 2019, Cordoba. Proceedings of the CBMS2019. Los Alamitos: IEEE Computer Society, 2019. v. 1. p. 1-6.

SILVA, W. S. ; JASBICK, D. L. ; ERTHAL, R. ; AZEVEDO-MARQUES, P. M. ; TRAINA, A.J.M. ; SANTOS, L.F.D. ; JORGE, A. E. S. ; OLIVEIRA, D. ; BEDO, M. V. N. . A Two-Phase Learning Approach for the Segmentation of Dermatological Wound. In: 32th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2019), 2019, Cordoba. Proceedings of the IEEE CBMS 2019. Los Alamitos: IEEE Computer Society, 2019. v. 1. p. 1-1.

RAMOS, J. S. ; CAZZOLATO, Mirela T. ; FAICAL, B. S. ; NOGUEIRA-BARBOSA, M. H. ; TRAINA, A.J.M. . 3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. In: 32th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2019), 2019, Cordoba. Proceedings of the CBMS 2019. Los Alamitos: IEEE Computer Society, 2019. v. 1. p. 1-6.

LINARES, O. C. ; FAICAL, B. S. ; BARBOSA, P. R. C. ; HAMANN, B. ; FABRO, A. T. ; Traina, Agma J. M. . How to Automatically Identify Regions of Interest in High-resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis. In: 32th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2019), 2019, Cordoba. Proceedings of the CBMS 2019 (Poster). Los Alamitos: IEEE Computer Society, 2019. v. 1. p. 1-4.

2018

BEDO, M. V. N. ; Kaster, D. ; Traina, Agma J. M. ; TRAINA JR, Caetano . The Merkurion approach for similarity searching optimization in Database Management Systems. DATA & KNOWLEDGE ENGINEERING, v. 113, p. 18-42, 2018.

SCABORA, L. C. ; OLIVEIRA, P. H. ; SOUZA, G. S. ; Kaster, D. ; RODRIGUES JR., José Fernando ; TRAINA, A.J.M. ; TRAINA JR, Caetano . Cutting-edge relational graph data management with Edge-k: From one to multiple edges in the same row. Journal of Information and Data Management - JIDM, v. 9, p. 20-35, 2018.

Tekli, Joe ; Chbeir, Richard ; TRAINA, AGMA J.M. ; TRAINA, CAETANO ; YETONGNON, KOKOU ; IBANEZ, CARLOS RAYMUNDO ; AL ASSAD, MARC ; KALLAS, CHRISTIAN . Full-fledged semantic indexing and querying model designed for seamless integration in legacy RDBMS. DATA & KNOWLEDGE ENGINEERING, v. 117, p. 133-173, 2018.

BEDO, M. V. N. ; OLIVEIRA, D. ; TRAINA, AGMA J.M. ; TRAINA JR, Caetano . Beyond hit-or-miss: a comparative study of synopses for similarity searching. Journal of Information and Data Management - JIDM, v. 9, p. 36-51, 2018.

Villela, Karina ; Nass, Claudia ; Novais, Renato ; Simões, Paulo ; Traina, Agma ; Rodrigues, Jose ; Menendez, Jose Manuel ; Kurano, Jorge ; Franke, Tobias ; Poxrucker, Andreas . Reliable and Smart Decision Support System for Emergency Management Based on Crowdsourcing Information. In: Valencia-García R.; Paredes-Valverde M.; Salas-Zárate M.; Alor-Hernández G.. (Org.). Studies in Computational Intelligence. 1ed.Berlin: Springer International Publishing, 2018, v. , p. 177-198.

SOUZA, Jéssica A. ; Traina, Agma J. M. ; MICHEL, S. . Class-Constraint Similarity Queries. In: 33rd ACM/SIGAPP Symposium on Applied Computing (SAC 2018), 2018, Pau, Nouvelle-Aquitaine. Proceedings of the ACM SAC 2018. New York: ACM, 2018. v. 1. p. 549-556.

Chino, Daniel Y. T. ; SCABORA, LUCAS C. ; TRAINA, CAETANO ; Traina, Agma J. M. . BoSS. In: the 33rd Annual ACM Symposium, 2018, Pau. Proceedings of the 33rd Annual ACM Symposium on Applied Computing - SAC '18. New York: ACM Press, 2018. v. 1. p. 309-312.

NESSO JR, M. R. ; CAZZOLATO, MIRELA TEIXEIRA ; SCABORA, L. C. ; OLIVEIRA, P. H. ; SOUZA, G. S. ; SOUZA, Jéssica A. ; OLIVEIRA, W. D. ; RODRIGUES JR., José Fernando ; Traina, Agma J. M. ; TRAINA JR, Caetano . RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. In: 31st IEEE Intl Symposium on Computer-Based Medical Systems (CBMS 2018), 2018, Karlstad. Proceedings of he CBMS2018. Los Alamitos: IEEE Computer Society, 2018. v. 1. p. 71-76.

CHINO, D.Y.T. ; CAZZOLATO, Mirela T. ; SCABORA, L. C. ; TRAINA JR, Caetano ; Traina, Agma J. M. . ICARUS: Retrieving Skin Ulcer Images Through Bag-of-Signatures. In: 31st IEEE Intl. Symposium on Computer-Based Medical Systems (CBMS 2018), 2018, Karlstad. Proceedings of the CBMS 2018. Los Alamitos: IEEE Computer Society, 2018. v. 1. p. 82-87.

TEKLI, J. ; Chbeir, R. ; Traina, Agma J. M. ; TRAINA JR, Caetano ; YETONGNON, K. ; IBANEZ, C. R. ; KALLAS, C. . Upgraded SemIndex Prototype supporting Intelligent Database Keyword Queries through Disambiguation, Query As You Type, and Parallel Search Algorithms. In: 2018 IEEE World Congress on Services (IEEE SERVICES 2018), 2018, San Francisco. Proceedings of the IEEE SERVICES 2018. Los Alamitos: IEEE Computer Society, 2018. v. 1. p. 33-40.

CAZZOLATO, Mirela T. ; Traina, Agma J. M. ; BOHM, K. . Efficient and Reliable Estimation of Cell Positions. In: 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018, Turin. Proceedings of the 27th CIKM. New York: ACM Press, 2018. v. 1. p. 143-152.

SANTOS, L.F.D. ; BLANCO, G. ; OLIVEIRA, D. ; TRAINA JR, Caetano ; Traina, Agma J. M. ; BEDO, M. V. N. . Exploring diversified similarity with Kundaha. In: 27th ACM Intl Conference on Information and Knowledge Management (CIKM 2018) - Demo Track, 2018, Turin. Proceedings of the 27th ACM CIKM. New York: ACM Press, 2018. v. 1. p. 1903-4.

2017

SCABORA, L. C. ; OLIVEIRA, P. H. ; Kaster, D. ; TRAINA, A. J. M. ; TRAINA JR, Caetano. Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k. In: Simpósio Brasileiro de Banco de Dados (SBBD 2017) - Best Paper, 2017, Uberlândia. Anais do SBBD 2017. Porto Alegre: Sociedade Brasileira de Computação, 2017. v. 1. p. 124-135.

BEDO, MARCOS V. N. ; TRAINA JR, Caetano ; TRAINA, A. J. M. A Spline-based Cost Model for Metric Trees. In: Simpósio Brasileiro de Banco de Dados (SBBD 2017), 2017, Uberlândia. Anas do SBBD 2017. Porto Alegre: Sociedade Brasileira de Computação, 2017. v. 1. p. 28-39.

CAZZOLATO, Mirela T. ; AVALHAIS, L. P. S. ; CHINO, D.Y.T. ; RAMOS, J. S. ; SOUZA, Jéssica A. ; RODRIGUES JR., José Fernando ; Traina, Agma J. M. . FiSmo: A Compilation of Datasets from Emergency Situations for Fire and Smoke Analysis. In: SBBD Dataset Showcase Workshop (DSW17), 2017, Uberlândia. Anais do SBBD 2017. Porto Alegre: SBC, 2017. v. 1. p. 1-11.

OLIVEIRA, P. H. ; SCABORA, L. C. ; CAZZOLATO, Mirela T. ; BEDO, M. V. N. ; TRAINA, A. J. M. ; TRAINA JR, Caetano. MAMMOSET: An Enhanced Dataset of Mammograms. In: SBBD Dataset Showcase Workshop (DSW17) - Best Paper, 2017, Uberlândia. Anais do SBBD2017. Porto Alegre: SBC, 2017. v. 1. p. 1-11.