Does a CBIR system really impact decisions of physicians in a clinical environment? - Marcelo Ponciano-Silva; Juliana P. Souza; Pedro Henrique Bugatti; Marcos Vinicius Naves Bedo; Daniel S. Kaster; Rosana T. V. Braga; Angela D. Bellucci; Paulo M. Azevedo-Marques; Caetano Traina Jr.; Agma J. M. Traina (CBMS, 2013)

A Similarity-Based Approach for Financial Time Series Analysis and Forecasting. - Marcos Vinicius Naves Bedo; Davi Pereira dos Santos; Daniel S. Kaster; Caetano Traina Jr. (DEXA (2), 2013)

MSSF: A Step towards User-Friendly Multi-cloud Data Dispersal. - Rafael Mira De Oliveira Libardi; Marcos Vinicius Naves Bedo; Stephan Reiff-Marganiec; Júlio Cezar Estrella (IEEE CLOUD, 2014)

Being Similar is Not Enough: How to Bridge Usability Gap through Diversity in Medical Images. - Lúcio F. D. Santos; Marcos Vinicius Naves Bedo; Marcelo Ponciano-Silva; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2014)

Seamless Integration of Distance Functions and Feature Vectors for Similarity-Queries Processing. - Marcos Vinicius Naves Bedo; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2014)

Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers. - Marcos Vinicius Naves Bedo; Lucio Fernandes Dutra Santos; Willian Dener de Oliveira; Gustavo Blanco; Agma Juci Machado Traina; Marco Antonio Frade; Paulo Mazzoncini de Azevedo Marques; Caetano Traina Jr. (CBMS, 2015)

Techniques for Effective and Efficient Fire Detection from Social Media Images. - Marcos Vinicius Naves Bedo; Gustavo Blanco; Willian D. Oliveira; Mirela T. Cazzolato; Alceu Ferraz Costa; José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (ICEIS (1), 2015)

Fire Detection from Social Media Images by Means of Instance-Based Learning. - Marcos Vinicius Naves Bedo; Willian Dener de Oliveira; Mirela Teixeira Cazzolato; Alceu Ferraz Costa; Gustavo Blanco; José Fernando Rodrigues Jr.; Agma J. M. Traina; Caetano Traina Jr. (ICEIS (Revised Selected Papers), 2015)

Compact distance histogram: a novel structure to boost k-nearest neighbor queries. - Marcos Vinicius Naves Bedo; Daniel dos Santos Kaster; Agma J. M. Traina; Caetano Traina Jr. (SSDBM, 2015)

A Label-Scaled Similarity Measure for Content-Based Image Retrieval. - Gustavo Blanco; Marcos Vinicius Naves Bedo; Mirela T. Cazzolato; Lúcio F. D. Santos; Ana Elisa Serafim Jorge; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Agma J. M. Traina (ISM, 2016)

When Similarity is Not Enough, Ask for Diversity: Grouping Elements Based on Influence. - Lúcio F. D. Santos; Luiz Olmes Carvalho; Marcos Vinicius Naves Bedo; Agma J. M. Traina; Caetano Traina Jr. (ISM, 2016)

Unveiling smoke in social images with the SmokeBlock approach. - Mirela T. Cazzolato; Marcos Vinicius Naves Bedo; Alceu Ferraz Costa; Jéssica Andressa de Souza; Caetano Traina Jr.; José Fernando Rodrigues Jr.; Agma J. M. Traina (SAC, 2016)

Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy. - Marcos Vinicius Naves Bedo; Davi Pereira dos Santos; Marcelo Ponciano-Silva; Paulo Mazzoncini de Azevedo Marques; André Carlos Ponce de Leon Ferreira de Carvalho; Caetano Traina Jr. (J. Digit. Imaging, 2016)

A Spline-based Cost Model for Metric Trees. - Marcos V. N. Bedo; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2017)

Exploring Diversified Similarity with Kundaha. - Lúcio F. D. Santos; Gustavo Blanco; Daniel de Oliveira 001; Agma J. M. Traina; Caetano Traina Jr.; Marcos V. N. Bedo (CIKM, 2018)

Standard SQL Approaches for Similarity Searching. - Pedro Henrique Braga Siqueira; Paulo Henrique de Oliveira; Marcos Vinicius Naves Bedo; Daniel dos Santos Kaster (CLEI, 2018)

What Lies Beyond Structured Data? A Comparison Study for Metric Data Storage. - Pedro H. B. Siqueira; Paulo H. Oliveira; Marcos V. N. Bedo; Daniel S. Kaster (DEXA (2), 2018)

Análise Online de Dados de Proveniência e de Domínio de Aplicações Spark com SAMbA. - Thaylon Guedes; Vítor Silva 003; Marcos V. N. Bedo; Marta Mattoso; Daniel de Oliveira 001 (SBBD Companion, 2018)

VP-Viewer: keeping Track of Your Query from a Vantage Point. - Daniel L. Jasbick; Thaylon Guedes; Rodolfo Alves de Oliveira; Lúcio F. D. Santos; Daniel de Oliveira 001; Marcos V. N. Bedo (SBBD Companion, 2018)

The Merkurion approach for similarity searching optimization in Database Management Systems. - Marcos V. N. Bedo; Daniel S. Kaster; Agma J. M. Traina; Caetano Traina Jr. (Data Knowl. Eng., 2018)

Beyond Hit-or-Miss: A Comparative Study of Synopses for Similarity Searching. - Marcos Vinicius Naves Bedo; Daniel de Oliveira 001; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2018)

Towards an Empirical Evaluation of Scientific Data Indexing and Querying. - Thaylon Guedes; Vítor Silva 003; José J. Camata; Marcos V. N. Bedo; Marta Mattoso; Daniel C. M. de Oliveira (J. Inf. Data Manag., 2018)

A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds. - Wellington S. Silva; Daniel L. Jasbick; Rodrigo Erthal Wilson; Paulo M. Azevedo-Marques; Agma J. M. Traina; Lúcio F. D. Santos; Ana Elisa Serafim Jorge; Daniel de Oliveira 001; Marcos V. N. Bedo (CBMS, 2019)

A k-Skyband Approach for Feature Selection. - Marcos V. N. Bedo; Paolo Ciaccia; Davide Martinenghi; Daniel de Oliveira 001 (SISAP, 2019)

Quality metrics for diversified similarity searching: What they stand for? - Camila L. Lopes; Daniel L. Jasbick; Marcos V. N. Bedo; Lúcio F. D. Santos (SBBD, 2020)

Criteria for choosing the number of dimensions in a principal component analysis: An empirical assessment. - Renata Silva; Daniel Oliveira 001; Davi Pereira dos Santos; Lúcio F. D. Santos; Rodrigo Erthal Wilson; Marcos V. N. Bedo (SBBD, 2020)

Xi-DL: um Sistema de Gerência de Data Lake para Monitoramento de Dados da Saúde. - Lucas Tito; Cristina Motinha; Filipe Santiago; Kary A. C. S. Ocaña; Marcos V. N. Bedo; Daniel de Oliveira 001 (SBBD, 2020)

Some Branches May Bear Rotten Fruits: Diversity Browsing VP-Trees. - Daniel L. Jasbick; Lúcio F. D. Santos; Daniel de Oliveira 001; Marcos V. N. Bedo (SISAP, 2020)

A superpixel-driven deep learning approach for the analysis of dermatological wounds. - Gustavo Blanco; Agma J. M. Traina; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Ana Elisa Serafim Jorge; Daniel de Oliveira 001; Marcos V. N. Bedo (Comput. Methods Programs Biomed., 2020)

Capturing and Analyzing Provenance from Spark-based Scientific Workflows with SAMbA-RaP. - Thaylon Guedes; Lucas Bertelli Martins; Maria Luiza Furtuozo Falci; Vítor Silva 003; Kary A. C. S. Ocaña; Marta Mattoso; Marcos V. N. Bedo; Daniel de Oliveira 001 (Future Gener. Comput. Syst., 2020)

HELIX: A data-driven characterization of Brazilian land snails. - Marcelo N. Almeida; Rodolfo Alves de Oliveira; Luiz Olmes Carvalho; Gustavo Silva Semaan; Daniel de Oliveira 001; Lúcio F. D. Santos; Marcos V. N. Bedo (SBBD, 2021)

An empirical assessment of quality metrics for diversified similarity searching. - Camila R. Lopes; Lúcio F. D. Santos; Daniel L. Jasbick; Daniel de Oliveira 001; Marcos V. N. Bedo (J. Inf. Data Manag., 2021)

J-EDA: A workbench for tuning similarity and diversity search parameters in content-based image retrieval. - João V. O. Novaes; Lúcio F. D. Santos; Luiz Olmes Carvalho; Daniel de Oliveira 001; Marcos V. N. Bedo; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2021)

Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures. - Marcos V. N. Bedo; Jonathan S. Ramos; Agma J. M. Traina; Caetano Traina; Marcello H. Nogueira-Barbosa; Paulo M. Azevedo-Marques (CBMS, 2022)

Adoção de SGBDs NoSQL em Empresas Brasileiras: um Levantamento Preliminar. - Nicolas Atmatzides; Marcos V. N. Bedo; Daniel de Oliveira 001 (SBBD, 2022)

Adding Result Diversification to kNN-Based Joins in a Map-Reduce Framework. - Vinícius Souza; Luiz Olmes Carvalho; Daniel de Oliveira 001; Marcos V. N. Bedo; Lúcio F. D. Santos (DEXA (1), 2023)

Planos físicos de consulta para Divisão Relacional. - Letícia de Campos Lima; Lúcio F. D. Santos; Marcos V. N. Bedo; Enzo Seraphim; Luiz Olmes Carvalho (SBBD, 2023)

Geodetic convexity and kneser graphs. - Marcos V. N. Bedo; João V. S. Leite; Rodolfo Alves de Oliveira; Fábio Protti (Appl. Math. Comput., 2023)

Pushing diversity into higher dimensions: The LID effect on diversified similarity searching. - Daniel L. Jasbick; Lúcio F. D. Santos; Paulo M. Azevedo-Marques; Agma J. M. Traina; Daniel de Oliveira 001; Marcos V. N. Bedo (Inf. Syst., 2023)

Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrieval. - João Silva-Leite; Cristina A. P. Fontes; Alair S. Santos; Diogo G. Correa; Marcel Koenigkam-Santos; Paulo M. Azevedo-Marques; Daniel de Oliveira 001; Aline Paes; Marcos V. N. Bedo (CBMS, 2024)

Enriching Hierarchical Navigable Small World Searches with Result Diversification. - Mauro Weber; João Silva-Leite; Lúcio F. D. Santos; Daniel de Oliveira 001; Marcos V. N. Bedo (DEXA (1), 2024)

A Computer Vision Model to Support Individuals with Disabilities Within University Campuses. - Allan Costa Nascimento dos Santos; Karina de Paula; Marcos T. L. Vidal; João M. M. da Silva; Cledson Oliveira de Sousa; Leandro A. F. Fernandes; Tiago Bornia De Castro; Marcos Bedo; Troy C. Kohwalter; Carlos Alberto Malcher Bastos; Flávio Luiz Seixas; Natalia Castro Fernandes; et al. (HealthCom, 2024)

From Tracking Lineage to Enhancing Data Quality and Auditing: Adding Provenance Support to Data Warehouses with ProvETL. - Matheus Vieira; Thiago de Oliveira; Leandro Cicco; Daniel de Oliveira 001; Marcos V. N. Bedo (ICEIS (1), 2024)

AkôFlow: um Middleware para Execução de Workflows Científicos em Múltiplos Ambientes Conteinerizados. - Wesley Ferreira; Liliane N. O. Kunstmann; Aline Paes; Marcos Bedo; Daniel de Oliveira 001 (SBBD, 2024)

Adicionando suporte à diversificação de resultados em índices HNSW considerando espaços de baixa e alta dimensionalidade. - Mauro Weber; João Silva-Leite; Lúcio F. D. Santos; Daniel de Oliveira 001; Marcos Bedo (SBBD, 2024)

Version [1.0]- [SAMbA-RaP is music to scientists' ears: Adding provenance support to spark-based scientific workflows]. - Thaylon Guedes; Marta Mattoso; Marcos V. N. Bedo; Daniel de Oliveira 001 (SoftwareX, 2024)

Warehousing Data for Brand Health and Reputation with AI-Driven Scores in NewSQL Architectures: Opportunities and Challenges. - Paulo R. Siqueira; Rodrigo A. C. Dias; João Silva-Leite; Paulo Mann; Rodrigo Salvador Monteiro; Daniel de Oliveira 001; Marcos Bedo (ICEIS (1), 2025)

Scalable Reputation Management: A Multi-Task Prompting Approach Using Fine-Tuned PLMs for Sentiment and Topic Classification. - Paulo R. S. da Costa Jr.; Matheus Yasuo Ribeiro Utino; João Silva-Leite; Lyncoln S. de Oliveira; Rodrigo Salvador Monteiro; Rodrigo A. C. Dias; Daniel de Oliveira 001; Paulo Mann; Marcos Bedo (ICWSM, 2025)

PATSA-BIL: Pipeline for automated texture and structure analysis of borehole image logs. - André M. Souza; Matheus A. Cruz; Paola M. C. Braga; Rodrigo B. Piva; Rodrigo A. C. Dias; Paulo R. Siqueira; Willian A. Trevizan; Candida M. de Jesus; Camilla Bazzarella; Rodrigo Salvador Monteiro; Flávia Cristina Bernardini; Leandro A. F. Fernandes; et al. (Expert Syst. Appl., 2025)