Towards Capturing Scientific Reasoning to Automate Data Analysis.
Yolanda GilDeborah KhiderMaximiliano OsorioVarun RatnakarHernán VargasDaniel GarijoSuzanne A. PiercePublished in: CogSci (2022)
Keyphrases
- data analysis
- scientific discovery
- data mining
- life sciences
- data processing
- knowledge base
- scientific data
- automated reasoning
- qualitative reasoning
- machine learning
- model based reasoning
- reasoning systems
- knowledge discovery
- information visualization
- knowledge representation and reasoning
- uncertain information
- scientific knowledge
- visual analytics
- reasoning process
- probabilistic reasoning
- big data
- knowledge representation
- artificial intelligence
- biological data
- data mining applications
- neural network
- cluster analysis
- rough set theory
- first order logic
- high dimensional data
- data collection
- data warehouse
- bayesian networks
- case study
- decision making
- scientific disciplines