Ensembles of incremental learners to detect anomalies in ad hoc sensor networks.
Hedde H. W. J. BosmanGiovanni IaccaArturo TejadaHeinrich J. WörtcheAntonio LiottaPublished in: Ad Hoc Networks (2015)
Keyphrases
- sensor networks
- detect anomalies
- anomaly detection
- wireless sensor networks
- environmental monitoring
- sensor data
- data collection
- energy consumption
- communication cost
- sensor nodes
- learning process
- energy efficient
- underwater acoustic
- resource constrained
- base station
- decision trees
- ensemble methods
- routing protocol
- data streams
- energy efficiency
- communication bandwidth
- data aggregation
- mobile wireless
- data gathering
- network connectivity
- sensor web
- mobile sensor networks
- intrusion detection
- unsupervised learning
- energy aware
- feature selection
- sensing devices