Clustering of Human Activities from Wearables by Adopting Nearest Neighbors.
Abrar AhmedHarish HaresamudramThomas PloetzPublished in: ISWC (2022)
Keyphrases
- human activities
- nearest neighbor
- activity recognition
- data points
- human activity recognition
- sensor data
- clustering algorithm
- visual surveillance
- k means
- high dimensional data
- clustering method
- ubiquitous computing
- k nearest neighbor
- human computer interaction
- action recognition
- human knowledge
- daily activities
- human interactions
- human actions
- temporal structure
- knn
- activity analysis
- nearest neighbor algorithm
- human behaviour
- user activities
- video images
- smart home
- daily life
- unsupervised learning
- artificial intelligence
- text classification
- dimensionality reduction
- natural language processing
- high dimensional
- feature space
- data mining
- data sets