Model Selection Approach for Distributed Fault Detection in Wireless Sensor Networks.
Mrinal NandiAnup DewanjiBimal K. RoySantanu SarkarPublished in: Int. J. Distributed Sens. Networks (2014)
Keyphrases
- model selection
- fault detection
- wireless sensor networks
- cross validation
- parameter estimation
- fault diagnosis
- industrial processes
- fault identification
- sample size
- failure detection
- bayesian learning
- model selection criteria
- regression model
- hyperparameters
- machine learning
- fault detection and diagnosis
- fuel cell
- tennessee eastman
- mixture model
- distributed systems
- feature selection
- variable selection
- error estimation
- selection criterion
- marginal likelihood
- real world
- robust fault detection
- gaussian process
- generalization error
- statistical inference
- bayesian methods
- parameter determination
- random sampling
- fuzzy logic