A Performance Characterization of Scientific Machine Learning Workflows.
Patrycja KrawczukGeorge PapadimitriouRyan TanakaTu Mai Anh DoSrujana SubramanyaShubham NagarkarAditi JainKelsie LamAnirban MandalLoïc PottierEwa DeelmanPublished in: WORKS (2021)
Keyphrases
- machine learning
- artificial intelligence
- scientific workflows
- data mining
- web services
- text mining
- pattern recognition
- data processing
- text classification
- learning algorithm
- feature selection
- computational intelligence
- natural language processing
- learning tasks
- data analysis
- machine learning methods
- supervised learning
- decision trees
- databases
- machine learning algorithms
- computational biology
- machine learning approaches
- knowledge acquisition
- inductive logic programming
- scientific discovery
- scientific disciplines
- neural network
- computer vision
- support vector machine
- knowledge representation
- inductive learning
- knowledge base
- workflow systems
- machine learning and data mining
- science education
- reinforcement learning
- support vector
- information extraction
- natural language
- computer science
- learning systems
- business processes
- semi supervised learning