Provenance data in the machine learning lifecycle in computational science and engineering
- Renan Souza
- Patrick Valduriez
- et al.
- 2019
- WORKS 2019
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9 results for Marta Mattoso
Efficient runtime capture of multiworkflow data using provenance
- Renan Souza
- Marta Mattoso
- et al.
- 2019
- eScience 2019
Towards a human-in-the-loop library for tracking hyperparameter tuning in deep learning development
- Renan Souza
- Liliane Neves
- et al.
- 2018
- LADaS 2018
Integrating domain-data steering with code-profiling tools to debug data-intensive workflows
- Vitor Silva
- Leonardo Neves
- et al.
- 2016
- WORKS 2016
Online input data reduction in scientific workflows
- Renan Souza
- Vitor Silva
- et al.
- 2016
- WORKS 2016
Distributed In-memory Data Management for Workflow Executions
- Renan Souza
- Vitor Silva
- et al.
- 2021
- PeerJ Computer Science
Adding domain data to code profiling tools to debug workflow parallel execution
- Vitor Silva
- Leonardo Neves
- et al.
- 2020
- Future Generation Computer Systems
Data reduction in scientific workflows using provenance monitoring and user steering
- Renan Souza
- Vitor Silva
- et al.
- 2020
- Future Generation Computer Systems
Keeping track of user steering actions in dynamic workflows
- Renan Souza
- Vitor Silva
- et al.
- 2019
- Future Generation Computer Systems