Model Selection Approach for Distributed Fault Detection in Wireless Sensor Networks
Mrinal NandiAnup DewanjiBimal K. RoySantanu SarkarPublished in: CoRR (2013)
Keyphrases
- model selection
- fault detection
- wireless sensor networks
- cross validation
- fault diagnosis
- hyperparameters
- parameter estimation
- industrial processes
- fault identification
- bayesian learning
- failure detection
- regression model
- mixture model
- sample size
- distributed systems
- statistical inference
- gaussian process
- robust fault detection
- variable selection
- model selection criteria
- fault detection and diagnosis
- fuel cell
- tennessee eastman
- feature selection
- selection criterion
- machine learning
- marginal likelihood
- information criterion
- fault tolerant
- error estimation
- generalization error
- parameter determination
- automatic model selection
- real world
- soft computing
- generative model
- fuzzy logic
- expert systems
- bayesian model selection
- decision making