Workflow Provenance in the Lifecycle of Scientific Machine Learning
- Renan Francisco Santos Souza
- Leonardo Guerreiro Azevedo
- et al.
- 2021
- CCPE
Publications
99 results for Renato Fontoura de Gusmao Cerqueira
Brazilian Data Scientists: Revealing their Challenges and Practices on Machine Learning Model Development
- João Lucas Correia
- Juliana Alves Pereira
- et al.
- 2020
- SQBS 2020
Managing data lineage of O&G machine learning models: The sweet spot for shale use case
- Raphael Thiago
- Renan Souza
- et al.
- 2020
- EAGE Digital 2020
Cycle Orchestrator: A knowledge-based approach for structuring cyclic ML pipelines in the O&G industry
- Rafael Brandao
- Vitor Lourenco
- et al.
- 2020
- ISWC-Posters 2020
A knowledge-based approach for structuring cyclic workflows
- Rafael Brandao
- Vitor Lourenco
- et al.
- 2020
- ISWC-Posters 2020
Managing Machine Learning Workflow Components
- Marcio Moreno
- Vitor Lourenco
- et al.
- 2020
- Int. J. Semantic Computing
Browser based digital sticky notes for design thinking
- Matthew Peveler
- Jeramey Tyler
- et al.
- 2020
- DIS 2020
Adding Hyperknowledge-enabled data lineage to a machine learning workflow management system for oil and gas
- Leonardo G. Azevedo
- Renan Souza
- et al.
- 2020
- First Break
Experiment workbench: A co-agent for assisting data scientists
- Leonardo G. Azevedo
- Raphael Thiago
- et al.
- 2020
- ICEIS 2020
Sketch-based Video&A#58; Storytelling for UX validation in AI design for applied research
- Ana Fucs
- Juliana Jansen Ferreira
- et al.
- 2020
- CHI EA 2020