Uma Abordagem para Publicação de Dados de Proveniência de Workflows Científicos na Web Semântica. - Rachel Castro; Renan Souza 001; Vítor Silva 003; Kary A. C. S. Ocaña; Daniel de Oliveira 001; Marta Mattoso (SBBD (Short Papers), 2015)

Enhancing Energy Production with Exascale HPC Methods. - Rafael Mayo-García; José J. Camata; José M. Cela; Danilo Costa; Alvaro L. G. A. Coutinho; Daniel Fernández-Galisteo; Carmen Jiménez; Vadim Kourdioumov; Marta Mattoso; Thomas Miras; José A. Moríñigo; Jorge Navarro 007; et al. (CARLA, 2016)

Building a Question-Answering Corpus Using Social Media and News Articles. - Paulo Rodrigo Cavalin; Flavio Figueiredo; Maíra Gatti de Bayser; Luis Gregorio Moyano; Heloisa Candello; Ana Paula Appel; Renan Souza 001 (PROPOR, 2016)

Integrating Domain-Data Steering with Code-Profiling Tools to Debug Data-Intensive Workflows. - Vítor Silva 003; Leonardo Neves; Renan Souza 001; Alvaro L. G. A. Coutinho; Daniel de Oliveira 001; Marta Mattoso (WORKS@SC, 2016)

Online Input Data Reduction in Scientific Workflows. - Renan Souza 001; Vítor Silva 003; Alvaro L. G. A. Coutinho; Patrick Valduriez; Marta Mattoso (WORKS@SC, 2016)

Spark Scalability Analysis in a Scientific Workflow. - Renan Souza 001; Vítor Silva 003; Pedro Miranda; Alexandre A. B. Lima; Patrick Valduriez; Marta Mattoso (SBBD (Short Papers), 2017)

A Hybrid Architecture for Multi-Party Conversational Systems. - Maíra Gatti de Bayser; Paulo Rodrigo Cavalin; Renan Souza 001; Alan Braz; Heloisa Candello; Claudio S. Pinhanez; Jean-Pierre Briot (CoRR, 2017)

Capturing Provenance for Runtime Data Analysis in Computational Science and Engineering Applications. - Vítor Silva 003; Renan Souza 001; José J. Camata; Daniel de Oliveira 001; Patrick Valduriez; Alvaro L. G. A. Coutinho; Marta Mattoso (IPAW, 2018)

Provenance of Dynamic Adaptations in User-Steered Dataflows. - Renan Souza 001; Marta Mattoso (IPAW, 2018)

Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. - Renan Souza 001; Liliane Neves; Leonardo Azevedo 001; Ricardo Luiz; Elaine Tady; Paulo R. Cavalin; Marta Mattoso (LADaS@VLDB, 2018)

Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project. - Patrick Valduriez; Marta Mattoso; Reza Akbarinia; Heraldo Borges; José J. Camata; Alvaro L. G. A. Coutinho; Daniel Gaspar; Noel Moreno Lemus; Ji Liu 003; Hermano Lustosa; Florent Masseglia; Fabrício Nogueira da Silva; et al. (LADaS@VLDB, 2018)

Efficient Runtime Capture of Multiworkflow Data Using Provenance. - Renan Souza 001; Marta Mattoso; Leonardo Azevedo 001; Raphael Thiago; Elton F. de Souza Soares; Marcelo Nery dos Santos; Marco A. S. Netto; Emilio Vital Brazil; Renato Cerqueira; Patrick Valduriez (eScience, 2019)

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. - Renan Souza 001; Patrick Valduriez; Marta Mattoso; Renato Cerqueira; Marco Aurélio Stelmar Netto; Leonardo Azevedo 001; Vítor Lourenço; Elton F. de Souza Soares; Raphael Thiago; Rafael Brandão 001; Daniel Civitarese; Emilio Vital Brazil; et al. (WORKS@SC, 2019)

Keeping track of user steering actions in dynamic workflows. - Renan Souza 001; Vítor Silva 003; José J. Camata; Alvaro L. G. A. Coutinho; Patrick Valduriez; Marta Mattoso (Future Gener. Comput. Syst., 2019)

Supporting User Steering In Large-Scale Workflows With Provenance Data. (Support des actions de pilotage dans les workflows à grande échelle avec données de provenance). - Renan Souza 001 (2019)

Modern Federated Database Systems: An Overview. - Leonardo Guerreiro Azevedo; Elton Figueiredo de Souza Soares; Renan Souza 001; Márcio Ferreira Moreno (ICEIS (1), 2020)

A Knowledge-Based Approach for Structuring Cyclic Workflows. - Rafael Brandão 001; Vítor Lourenço; Marcelo Machado 001; Leonardo Azevedo 001; Marcelo Cardoso; Renan Souza 001; Guilherme Lima; Renato Cerqueira; Márcio Ferreira Moreno (ISWC (Demos/Industry), 2020)

Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry. - Rafael Brandão 001; Vítor Lourenço; Marcelo Machado 001; Leonardo Azevedo 001; Marcelo Cardoso; Renan Souza 001; Guilherme Lima; Renato Cerqueira; Márcio Ferreira Moreno (ISWC (Demos/Industry), 2020)

Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case. - Raphael Thiago; Renan Souza 001; Leonardo Azevedo 001; Eduardo E. M. Soares; Rodrigo C. M. Santos; Wallas Henrique S. dos Santos; Maximilien de Bayser; Marcelo Cardoso; Márcio Ferreira Moreno; Renato Cerqueira (CoRR, 2020)

Adding domain data to code profiling tools to debug workflow parallel execution. - Vítor Silva 003; Leonardo Neves; Renan Souza 001; Alvaro L. G. A. Coutinho; Daniel de Oliveira 001; Marta Mattoso (Future Gener. Comput. Syst., 2020)

Data reduction in scientific workflows using provenance monitoring and user steering. - Renan Souza 001; Vítor Silva 003; Alvaro L. G. A. Coutinho; Patrick Valduriez; Marta Mattoso (Future Gener. Comput. Syst., 2020)

Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds. - Renato Luiz de Freitas Cunha; Lucas Correia Villa Real; Renan Souza 001; Bruno Silva; Marco A. S. Netto (e-Science, 2021)

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking. - Elton Figueiredo de Souza Soares; Renan Souza 001; Raphael Melo Thiago; Marcelo de Oliveira Costa Machado; Leonardo Guerreiro Azevedo (SBBD, 2021)

Supporting Polystore Queries using Provenance in a Hyperknowledge Graph. - Leonardo Azevedo 001; Renan Souza 001; Elton F. S. Soares; Raphael Melo; Anna Carolina Carvalho Moreira Oliveira; Márcio Ferreira Moreno (ISWC (Posters/Demos/Industry), 2021)

Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development. - Rafael Ferreira da Silva; Henri Casanova; Kyle Chard; Tainã Coleman; Dan Laney; Dong H. Ahn; Shantenu Jha; Dorran Howell; Stian Soiland-Reyes; Ilkay Altintas; Douglas Thain; Rosa Filgueira; et al. (CoRR, 2021)

Distributed in-memory data management for workflow executions. - Renan Souza 001; Vítor Silva 003; Alexandre A. B. Lima; Daniel de Oliveira 001; Patrick Valduriez; Marta Mattoso (PeerJ Comput. Sci., 2021)

Workflow provenance in the lifecycle of scientific machine learning. - Renan Souza 001; Leonardo Guerreiro Azevedo; Vítor Lourenço; Elton F. S. Soares; Raphael Thiago; Rafael Brandão 001; Daniel Civitarese; Emilio Vital Brazil; Márcio Ferreira Moreno; Patrick Valduriez; Marta Mattoso; Renato Cerqueira; et al. (Concurr. Comput. Pract. Exp., 2022)

ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. - Daniel Rosendo; Marta Mattoso; Alexandru Costan; Renan Souza 001; Débora B. Pina; Patrick Valduriez; Gabriel Antoniu (CLUSTER, 2023)

Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability. - Renan Souza 001; Tyler J. Skluzacek; Sean R. Wilkinson; Maxim A. Ziatdinov; Rafael Ferreira da Silva (e-Science, 2023)

A Polystore Architecture Using Knowledge Graphs to Support Queries on Heterogeneous Data Stores. - Leonardo Guerreiro Azevedo; Renan Francisco Santos Souza; Elton Figueiredo de Souza Soares; Raphael Melo Thiago; Júlio Cesar Cardoso Tesolin; Ann C. Oliveira; Márcio Ferreira Moreno (CoRR, 2023)

Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI. - Renan Souza 001; Silvina Caíno-Lores; Mark Coletti; Tyler J. Skluzacek; Alexandru Costan; Frédéric Suter; Marta Mattoso; Rafael Ferreira da Silva (e-Science, 2024)

HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data. - Leonardo Guerreiro Azevedo; Renan Souza 001; Elton F. S. Soares; Raphael Melo Thiago; Júlio Cesar Cardoso Tesolin; Anna Carolina Carvalho Moreira Oliveira; Márcio Ferreira Moreno (SBSI, 2024)

Towards Cross-Facility Workflows Orchestration through Distributed Automation. - Tyler J. Skluzacek; Renan Souza 001; Mark Coletti; Frédéric Suter; Rafael Ferreira da Silva (PEARC, 2024)

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows. - Rafael Ferreira da Silva; Deborah Bard; Kyle Chard; Shaun De Witt; Ian T. Foster; Tom Gibbs; Carole A. Goble; William F. Godoy; Johan Gustafsson 001; Utz-Uwe Haus; Stephen Hudson; Shantenu Jha; et al. (CoRR, 2024)

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows. - Renan Souza 001; Amal Gueroudji; Stephen DeWitt; Daniel Rosendo; Tirthankar Ghosal; Robert B. Ross; Prasanna Balaprakash; Rafael Ferreira da Silva (CoRR, 2025)