Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments.
Linus PithanVladimir StarostinDavid MarecekLukas PetersdorfConstantin VölterValentin MunteanuMaciej JankowskiOleg KonovalovAlexander GerlachAlexander HinderhoferBridget MurphyStefan KowarikFrank SchreiberPublished in: CoRR (2023)
Keyphrases
- machine learning
- data analysis
- knowledge discovery
- data mining
- online learning
- robotic systems
- pattern recognition
- business intelligence
- data collection
- data sets
- machine learning methods
- dynamic environments
- active learning
- cooperative
- real time
- decision trees
- real world
- learning algorithm
- learning methodologies
- explanation based learning
- data visualization
- inductive learning
- cluster analysis
- neural network
- semi supervised learning
- knowledge acquisition
- data processing
- artificial intelligence
- text classification
- computational intelligence
- natural language
- autonomous learning
- feedback loop
- autonomous systems
- autonomous navigation
- multi agent systems
- expert systems
- multi agent
- text mining
- big data
- rough set theory
- machine learning algorithms
- high dimensional data
- feature selection