Appliance usage prediction using a time series based classification approach.
Kaustav BasuVincent DebusschereSeddik BachaPublished in: IECON (2012)
Keyphrases
- classification accuracy
- pattern recognition
- image classification
- feature space
- classification algorithm
- automatic classification
- training set
- pattern classification
- classification scheme
- machine learning
- neural networks and support vector machines
- feature vectors
- financial time series
- target variable
- prediction accuracy
- multi layer perceptron
- extreme values
- classification rules
- classification systems
- classification method
- support vector machine svm
- decision trees
- feature selection
- data sets
- chaotic time series
- multi variate
- nearest neighbour algorithm
- confidence estimates
- predictive modeling
- prediction model
- stock market
- semi supervised
- support vector machine
- wireless sensor networks
- support vector
- feature extraction
- neural network