Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task - AI Regression Approach for Dementia Onset Prediction in Aging Societies.
Tomasz M. RutkowskiMasato S. AbeMarcin KoculakMihoko Otake-MatsuuraPublished in: CoRR (2019)
Keyphrases
- human decision making
- prediction accuracy
- artificial intelligence
- wet lab
- assessment process
- regression model
- machine learning
- general intelligence
- expert systems
- quality assessment
- face images
- support vector
- ordinary least squares
- support vector regression
- model selection
- nonparametric regression
- assessment tool
- decision making
- intelligent behavior
- multiple linear regression
- cognitive architectures
- semi parametric
- age estimation
- healthy subjects
- estimation problems
- regression problems
- cognitive architecture
- gaussian processes
- facial images
- information processing
- intelligent systems
- case based reasoning