Selection of Eye-Tracking Stimuli for Prediction by Sparsely Grouped Input Variables for Neural Networks: towards Biomarker Refinement for Autism.
Beibin LiErin BarneyCaitlin HudacNicholas NuechterleinPamela VentolaLinda G. ShapiroFrederick ShicPublished in: ETRA (2020)
Keyphrases
- eye tracking
- input variables
- artificial neural networks
- neural network model
- neural network
- multiple linear regression
- ann models
- variable selection
- hidden neurons
- eye movements
- eye tracker
- eye tracking data
- human computer interaction
- fuzzy rules
- membership functions
- eye gaze
- back propagation
- visual attention
- visual search
- pupil size
- fuzzy logic
- pattern recognition
- program comprehension
- high dimensional
- decision trees
- activation function
- number of input variables
- genetic algorithm
- gaze estimation
- cross validation
- scan path
- usability studies
- computer vision
- head motion
- feed forward
- image processing