On the Reduction of Biases in Big Data Sets for the Detection of Irregular Power Usage.
Patrick O. GlaunerRadu StatePetko ValtchevDiogo DuartePublished in: CoRR (2018)
Keyphrases
- data sets
- power consumption
- detection algorithm
- database
- detection rate
- detection method
- change detection
- detection accuracy
- automatic detection
- real world data sets
- false alarms
- benchmark data sets
- event detection
- high dimensional data
- dimensionality reduction
- object detection
- training data
- machine learning
- databases
- detection scheme
- arbitrarily shaped
- small data sets
- false positives
- training set
- neural network