Causal Datasheet for Datasets: An Evaluation Guide for Real-World Data Analysis and Data Collection Design Using Bayesian Networks.
Bradley ButcherVincent S. HuangChristopher RobinsonJeremy ReffinSema K. SgaierGrace CharlesNovi QuadriantoPublished in: Frontiers Artif. Intell. (2021)
Keyphrases
- data collection
- bayesian networks
- data analysis
- real world
- data sets
- case study
- data mining
- wide range
- user interface
- sensor networks
- neural network
- data entry
- engineering design
- graphical models
- machine learning
- data streams
- clustering algorithm
- benchmark datasets
- learning algorithm
- incomplete data
- synthetic datasets
- user centered
- formative evaluation
- bayesian network learning