Distributed learning in mobile sensor networks using cross validation.
Songhwai OhJongeun ChoiPublished in: CDC (2010)
Keyphrases
- distributed learning
- cross validation
- mobile sensor networks
- sensor networks
- model selection
- sensor nodes
- hyperparameters
- support vector
- wireless sensor networks
- variable selection
- collaborative learning
- training set
- sensor data
- regularization parameter
- cross validated
- generalization error
- error estimates
- nearest neighbor classifiers
- ls svm
- data streams
- data collection
- unseen data
- information criterion
- knowledge integration
- least squares
- data sets