Transfer deep convolutional activation-based features for domain adaptation in sensor networks.
Zhong ZhangDonghong LiPublished in: EURASIP J. Wirel. Commun. Netw. (2018)
Keyphrases
- sensor networks
- domain adaptation
- wireless sensor networks
- energy consumption
- environmental monitoring
- transfer learning
- cross domain
- resource constrained
- sensor nodes
- energy efficient
- multiple sources
- sensor data
- data streams
- feature representation
- labeled data
- communication cost
- target domain
- sensor web
- underwater acoustic
- data sets
- mobile sensor networks
- feature set
- feature vectors
- training data
- unlabeled data
- text classification
- nearest neighbor
- semi supervised
- communication bandwidth
- machine learning