Temporal social network reconstruction using wireless proximity sensors: model selection and consequences.
Sicheng DaiHélène BouchetAurélie NardyEric FleuryJean-Pierre ChevrotMárton KarsaiPublished in: EPJ Data Sci. (2020)
Keyphrases
- model selection
- social networks
- cross validation
- bayesian learning
- hyperparameters
- regression model
- parameter estimation
- sample size
- variable selection
- model selection criteria
- meta learning
- motion segmentation
- mixture model
- statistical learning
- generalization error
- sensor networks
- error estimation
- statistical inference
- machine learning
- feature selection
- selection criterion
- parameter determination
- bayesian methods
- marginal likelihood
- image reconstruction
- gaussian process
- generalization bounds
- semi supervised
- multi sensor