Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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9 results for Marta Mattoso

Provenance data in the machine learning lifecycle in computational science and engineering
- - Renan Souza
  - Patrick Valduriez
  - et al.
- 2019
- WORKS 2019
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