The Enhancement of Leak Detection Performance for Water Pipelines through the Renovation of Training Data.
Thi Ngoc Tu LuongJong-Myon KimPublished in: Sensors (2020)
Keyphrases
- leak detection
- training data
- data sets
- decision trees
- learning algorithm
- training set
- training examples
- training dataset
- image enhancement
- prior knowledge
- supervised learning
- test data
- classification accuracy
- image processing
- labeled data
- training samples
- training process
- neural network
- test set
- feature selection
- labelled data
- support vector machine
- water supply
- domain knowledge
- contrast enhancement
- water consumption
- learned from training data
- carbon dioxide
- water level
- water resources
- training instances
- feature vectors
- unlabeled data
- generalization error
- big data
- small number
- basis functions
- class labels
- edge detection
- text classification
- naive bayes