Automatic Power Signature Analysis using Prony's Method and Machine Learning-Based Classifiers.
Hellen Cristina AncelmoFlavio L. GrandoClayton Hilgemberg da CostaBruna Machado MulinariElder OroskiAndré Eugênio LazzarettiFabiana PöttkerDouglas P. B. RenauxPublished in: EECS (2018)
Keyphrases
- machine learning
- fully automatic
- machine learning methods
- classification method
- detection method
- support vector machine svm
- high accuracy
- decision trees
- statistical analysis
- statistical methods
- power consumption
- machine learning algorithms
- support vector machine
- probabilistic model
- data driven approaches
- natural language processing
- ensemble classifier
- genetic algorithm
- feature selection
- similarity measure
- data analysis
- test data
- preprocessing
- segmentation method
- feature vectors
- significant improvement
- clustering method
- naive bayes
- neural network