Deep-Learning-as-a-Workflow (DLaaW): An Innovative Approach to Enabling Deep Learning in Scientific Workflows.
Junwen LiuZiyun XiaoShiyong LuDunren ChePublished in: IEEE BigData (2021)
Keyphrases
- deep learning
- scientific workflows
- unsupervised feature learning
- unsupervised learning
- scientific data
- workflow systems
- machine learning
- service oriented
- web services
- workflow execution
- semantic annotation
- weakly supervised
- file system
- mental models
- database
- mobile agents
- knowledge acquisition
- domain specific
- probabilistic model
- active learning
- multiscale
- data sets