A Well-Designed Regularization Scheme for Latent Factorization of High-Dimensional and Incomplete Water-Quality Tensors from Sensor Networks.
Xuke WuLan WangMingjiang XieKun ShanPublished in: MSN (2023)
Keyphrases
- sensor networks
- water quality
- high dimensional
- wireless sensor networks
- sensor data
- reduce communication cost
- communication cost
- data collection
- energy consumption
- data streams
- environmental monitoring
- underwater acoustic
- sensor readings
- energy efficient
- resource constrained
- data aggregation
- sensor web
- sensor nodes
- similarity search
- data dissemination
- heterogeneous sensor networks
- network connectivity
- key establishment
- energy efficiency
- measured data
- water treatment
- mobile sensor networks
- tensor factorization
- water resources
- visual sensor networks
- communication bandwidth
- base station
- dimensionality reduction
- matrix factorization
- missing data
- mobile wireless
- grey relational analysis
- wireless sensor nodes
- data points
- low complexity