Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making.
Alexandra ZytekDongyu LiuRhema VaithianathanKalyan VeeramachaneniPublished in: IEEE Trans. Vis. Comput. Graph. (2022)
Keyphrases
- machine learning
- decision making
- data mining
- lessons learned
- pattern recognition
- active learning
- decision makers
- fundamental principles
- machine learning methods
- knowledge acquisition
- decision support system
- decision support
- potential impact
- inductive learning
- information extraction
- data analysis
- learning algorithm
- fuzzy logic
- wide range
- semi supervised learning
- business intelligence
- decision trees
- key issues
- machine learning approaches
- biologically inspired design
- information transfer
- information retrieval
- open issues
- visual analytics
- technical challenges
- computer vision
- feature selection
- high precision
- learning systems
- machine learning algorithms
- knowledge discovery