Marcos Bedo

Universidade Federal Fluminense — Brazil

Computer Science · Physical Sciences

10h-index347citations74works0.92yr avg
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Research Topics

Data Management and Algorithms(22), Advanced Image and Video Retrieval Techniques(13), Advanced Database Systems and Queries(11), Image Retrieval and Classification Techniques(10), Data Mining Algorithms and Applications(8)

Publications74 total

Enriching ETL with Provenance Data
Lecture notes in business information processing·2025
Uso de Shadow Pipelines para Garantir a Adequação de Pipelines ETL à LGPD
2025Open Access
Detecting Anomalous Vessel Trajectories: A Collaborative Clustering-Based Approach
2025
ARANI: Uma Abordagem Baseada em Linha de Experimento para Preservação de Privacidade em Data Lakes
2025Open Access
Plug and Flow: Execução de Workflows Científicos em Contêineres com o Middleware AkôFlow
2025Open Access
Scalable Reputation Management: A Multi-Task Prompting Approach Using Fine-Tuned PLMs for Sentiment and Topic Classification
Proceedings of the International AAAI Conference on Web and Social Media·2025Open Access
Integrating Machine Learning and Data Augmentation for Automated Texture Classification in Borehole Image Logs
2025Open Access
PATSA-BIL: Pipeline for automated texture and structure analysis of borehole image logs
Expert Systems with Applications·2025
Warehousing Data for Brand Health and Reputation with AI-Driven Scores in NewSQL Architectures: Opportunities and Challenges
2025Open Access
A Computer Vision Model to Support Individuals with Disabilities Within University Campuses
2024· 3 citedOpen Access
Version <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg" display="inline" id="d1e297"><mml:mrow><mml:mo>[</mml:mo><mml:mn>1</mml:mn><mml:mo>.</mml:mo><mml:mn>0</mml:mn><mml:mo>]</mml:mo></mml:mrow></mml:math>- [SAMbA-RaP is music to scientists’ ears: Adding provenance support to spark-based scientific workflows]
SoftwareX·2024· 1 citedOpen Access
ImageLogViewer: An open-source solution for exploring images from micro-resistivity and ultrasonic boreholes
2024Open Access
AkôFlow: um Middleware para Execução de Workflows Científicos em Múltiplos Ambientes Conteinerizados
2024· 5 citedOpen Access
Adicionando suporte à diversificação de resultados em índices HNSW considerando espaços de baixa e alta dimensionalidade
2024· 1 citedOpen Access
Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrieval
2024
Enriching Hierarchical Navigable Small World Searches with Result Diversification
Lecture notes in computer science·2024
From Tracking Lineage to Enhancing Data Quality and Auditing: Adding Provenance Support to Data Warehouses with ProvETL
2024· 5 citedOpen Access
Planos físicos de consulta para Divisão Relacional
2023Open Access
Buscas por similaridade com diversificação de resultados apoiadas por índices métricos
2023Open Access
Geodetic convexity and kneser graphs
Applied Mathematics and Computation·2023· 2 cited
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Frequent Co-authors

Agma J. M. Traina(22), Caetano Traina(22), Daniel de Oliveira(21), Lúcio F. D. Santos(16), Paulo Mazzoncini de Azevedo‐Marques(8), Gustavo Blanco(7), Mirela T. Cazzolato(6), Alceu Ferraz Costa(6), Daniel S. Kaster(5), Daniel L. Jasbick(5), Thaylon Guedes(4), Marta Mattoso(4), José F. Rodrigues(4), Luiz Olmes Carvalho(4), Ana Elisa Serafim Jorge(3), Davi Pereira dos Santos(3), Marcelo Ponciano-Silva(3), Willian D. Oliveira(3), João Silva-Leite(3), Rodrigo Dias(3)