A one-class Clustering technique for Novelty Detection and Isolation in sensor networks.
Sepehr MalekiChris BinghamPublished in: CIVEMSA (2017)
Keyphrases
- sensor networks
- novelty detection
- anomaly detection
- wireless sensor networks
- sensor data
- text filtering
- environmental monitoring
- data streams
- energy efficient
- resource constrained
- data collection
- clustering algorithm
- mobile wireless
- communication cost
- concept drift
- energy consumption
- k means
- sensor nodes
- base station
- underwater acoustic
- energy efficiency
- data gathering
- unsupervised learning
- decision trees
- data dissemination
- network connectivity
- data sets
- sensor web
- sensor readings
- target class
- data points
- database