Classification of home appliance by using Probabilistic KNN with sensor data.
SeungJun KangJi Won YoonPublished in: APSIPA (2016)
Keyphrases
- sensor data
- knn
- k nearest neighbour
- k nearest neighbor
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- text classification
- nearest neighbor
- support vector machine
- knn classifier
- sensor networks
- knn classification
- text categorization
- distance function
- nearest neighbour
- distance measurement
- feature selection
- classification accuracy
- k nearest
- sensor measurements
- sensor readings
- majority voting
- health monitoring
- data streams
- raw sensor data
- human activities
- smart environments
- class labels
- feature extraction
- machine learning
- shows significant improvements
- smart home
- information gain
- multiple sensors
- similarity search
- multi class
- artificial neural networks
- decision trees
- home appliances
- data mining