A System for Monitoring the Electric Usage of Home Appliances using Machine Learning Algorithms.
Nam Hoang NguyenViet Hoang DuongPublished in: ACOMP (2019)
Keyphrases
- machine learning algorithms
- home appliances
- benchmark data sets
- machine learning methods
- machine learning
- learning algorithm
- predictive accuracy
- decision trees
- embedded devices
- learning problems
- monitoring system
- real time
- machine learning systems
- machine learning approaches
- random forests
- learning tasks
- data sets
- home environments
- statistical machine learning
- smart home
- learning models
- input features
- ubiquitous computing
- mobile phone
- activity recognition
- transfer learning