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Workflow Provenance in the Lifecycle of Scientific Machine Learning
Machine Learning (ML) has already fundamentally changed several business...
09/30/2020 ∙ by Renan Souza, et al. ∙
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Effective Integration of Symbolic and Connectionist Approaches through a Hybrid Representation
In this paper, we present our position for a neuralsymbolic integration ...
12/18/2019 ∙ by Marcio Moreno, et al. ∙
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Managing Machine Learning Workflow Components
Machine Learning Workflows (MLWfs) have become essential and a disruptiv...
12/10/2019 ∙ by Marcio Moreno, et al. ∙
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Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Machine Learning (ML) has become essential in several industries. In Com...
10/09/2019 ∙ by Renan Souza, et al. ∙
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