Clustering and Nearest Neighbour Based Classification Approach for Mobile Activity Recognition.
Sulaimon BashirDaniel C. DoolanAndrei PetrovskiPublished in: J. Mobile Multimedia (2016)
Keyphrases
- activity recognition
- nearest neighbour
- k nearest neighbour
- human activity recognition
- human activities
- decision trees
- nearest neighbour algorithm
- action recognition
- accelerometer data
- mobile devices
- k nearest neighbor
- training set
- euclidean distance
- knn
- sensory data
- activity analysis
- unsupervised learning
- rough sets
- supervised learning
- support vector machine
- data points
- pattern recognition
- machine learning
- neural network
- activities of daily living
- artificial intelligence
- feature space
- prior knowledge
- text categorization
- expert systems
- smart home
- pattern classification
- feature selection
- feature vectors
- learning algorithm