Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance.
Dangxing ChenLuyao ZhangPublished in: CoRR (2023)
Keyphrases
- health care
- additive model
- ethical issues
- artificial intelligence
- monotonicity constraints
- ethical dilemmas
- monte carlo simulation
- computational intelligence
- information systems
- linear model
- primary care
- expert systems
- medical information
- intensive care
- health data
- case based reasoning
- knowledge representation
- e learning
- heart failure
- machine learning
- health services
- medical students
- medical records
- organizational learning
- electronic medical record
- health insurance
- electronic health records
- medical practice
- knowledge based systems
- home care
- chronic disease
- computer vision
- temporal trends
- medical images