Workflow provenance in the lifecycle of scientific machine learning.
Renan SouzaLeonardo Guerreiro AzevedoVítor LourençoElton F. S. SoaresRaphael ThiagoRafael BrandãoDaniel CivitareseEmilio Vital BrazilMárcio Ferreira MorenoPatrick ValduriezMarta MattosoRenato CerqueiraMarco A. S. NettoPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- scientific workflows
- machine learning
- provenance information
- data provenance
- scientific data
- workflow systems
- service oriented
- machine learning methods
- database systems
- data mining
- metadata
- learning systems
- knowledge acquisition
- management tools
- databases
- data quality
- text mining
- artificial intelligence
- natural language processing
- decision trees
- workflow management systems
- web services
- inductive learning
- semantic annotation
- learning problems
- fine grained
- information extraction
- petri net
- data analysis
- using semantic web technologies
- pattern recognition
- machine learning algorithms
- reinforcement learning
- business processes
- text classification
- control flow
- database
- learning algorithm
- workflow execution
- conceptual modeling
- machine learning approaches
- data flow
- data sharing
- computer science
- knowledge discovery
- computational intelligence