Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder.
Gabriella CasalinoGiovanna CastellanoOlgierd HryniewiczDaniel LeiteKarol R. OparaWeronika RadziszewskaKatarzyna Kaczmarek-MajerPublished in: Int. J. Appl. Math. Comput. Sci. (2023)
Keyphrases
- health monitoring
- semi supervised
- supervised learning
- monitoring system
- sensor data
- semi supervised learning
- unsupervised learning
- smart environments
- labeled data
- unlabeled data
- daily life
- active learning
- pairwise
- smart home
- body sensor networks
- power supply
- multiple instance learning
- wearable sensors
- continuous monitoring
- training data
- class labels
- learning algorithm
- machine learning
- sensor networks
- computer vision
- wavelet transform
- support vector
- reinforcement learning