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Building a scientific workflow framework to enable real‐time machine learning and visualization
2 references·3 citing·17 second hop
Building a scientific workflow framework to enable real‐time machine learning and visualization (2018)Building a scientific workflow framework …Scientific workflow management and the Kepler system (2005)Scientific workflow managemen…Investigating uncertainty and sensitivity in integrated, multimedia environmental models: tools for FRAMES-3MRA (2004)Investigating uncertainty and…Graph neural networks for detecting anomalies in scientific workflows (2023)Graph neural networks for det…Workflow Anomaly Detection with Graph Neural Networks (2022)Workflow Anomaly Detection wi…Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges (2021)Exploring the Role of Machine…Workflow Management (2002)Workflow Patterns (2003)Taverna: lessons in creating a workflow environment for the life sciences (2005)Provenance and scientific workflows (2008)FireWorks: a dynamic workflow system designed for high‐throughput applications (2015)Uncertainty and Quality in Science for Policy (1990)Probabilistic Techniques in Exposure Assessment: A Handbook for Dealing with Variability and Uncertainty in Models and Inputs (1999)An environmental decision support system for spatial assessment and selective remediation (2011)Multimedia health risk assessment: A case study of scenario-uncertainty (2012)Integrating Models for Complex Planning Policy Analysis: Challenges and a Solution in Coupling Dissimilar Models (2015)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Big Data Deep Learning: Challenges and Perspectives (2014)Big Data, new epistemologies and paradigm shifts (2014)Workflows For E-Science: Scientific Workflows For Grids (2007)A global reference for human genetic variation (2015)The future of scientific workflows (2017)The role of machine learning in scientific workflows (2019)
this work references cited by second hop

References

  • 2005Scientific workflow management and the Kepler system1,681 cited
  • 2004Investigating uncertainty and sensitivity in integrated, multimedia environmental models: tools for FRAMES-3MRA71 cited

Cited by

  • 2023Graph neural networks for detecting anomalies in scientific workflows8 cited
  • 2021Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges7 cited
  • 2022Workflow Anomaly Detection with Graph Neural Networks6 cited

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