An interpretable machine learning approach to multimodal stress detection in a simulated office environment.
Mara NaegelinRaphael P. WeibelJasmine I. KerrVictor R. SchinaziRoberto La MarcaFlorian von WangenheimChristoph HoelscherAndrea FerrarioPublished in: J. Biomed. Informatics (2023)
Keyphrases
- office environment
- machine learning
- mobile robot
- detection algorithm
- machine learning algorithms
- decision trees
- simulation model
- false positives
- computer vision
- object detection
- detection rate
- pattern recognition
- false alarms
- natural language processing
- detection method
- multi modal
- text mining
- learning algorithm
- information extraction
- feature selection
- automatic detection
- multi camera
- knowledge acquisition
- real time
- event detection
- infrared
- anomaly detection
- text classification
- signal processing
- viewpoint
- artificial intelligence