Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection.
Prerna ChikersalAfsaneh DoryabMichael J. TumminiaDaniella K. VillalbaJanine M. DutcherXinwen LiuSheldon CohenKasey G. CreswellJennifer MankoffJ. David CreswellMayank GoelAnind K. DeyPublished in: ACM Trans. Comput. Hum. Interact. (2021)
Keyphrases
- feature selection
- text categorization
- predicting future
- information gain
- computationally efficient
- feature selection algorithms
- parameter tuning
- robust estimation
- redundant features
- data sets
- mutual information
- text classification
- anomaly detection
- sensor networks
- support vector
- automatic detection
- neural network
- selected features
- irrelevant features