MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies.
Zhuowen ZhaoTanny ChavezElizabeth HolmanGuanhua HaoAdam GreenHarinarayan KrishnanDylan McReynoldsRonald PandolfiEric J. RobertsPetrus H. ZwartHoward YanxonNicholas SchwarzSubramanian SankaranarayananSergei V. KalininApurva MehtaStuart CampbellAlexander HexemerPublished in: XLOOP@SC (2022)
Keyphrases
- scientific disciplines
- machine learning
- scientific data
- data processing
- pattern recognition
- machine learning methods
- empirical studies
- learning tasks
- scientific workflows
- explanation based learning
- digital libraries
- computational intelligence
- inductive learning
- data mining
- database
- information extraction
- active learning
- machine learning and data mining
- learning algorithm
- computational biology
- neural network
- machine learning algorithms
- business processes
- knowledge acquisition
- reinforcement learning
- computer vision
- artificial intelligence