Nonintrusive Real Time Classification of Home and Office Appliances from Smart Meter by Using Machine Learning Techniques.
Nejdet DogruEmir SalihagicMehrija HasicicJasmin KevricJasna HivziefendicPublished in: MECO (2019)
Keyphrases
- real time
- home environments
- classification accuracy
- machine learning
- data sets
- home automation
- classification method
- preprocessing
- classification systems
- classification scheme
- class labels
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- text classification
- supervised learning
- pattern recognition
- feature extraction
- low cost
- support vector
- decision rules
- object classification
- feature vectors
- classification algorithm
- neural network
- home environment
- ubiquitous computing
- pattern classification
- training data
- vision system
- energy consumption
- quality of service
- image classification
- model selection