Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation.
Xiao LiHuan LiHua LuChristian S. JensenVarun PandeyVolker MarklPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- missing values
- multi attribute
- sensor data streams
- data imputation
- multiple attributes
- sensor data
- sensor readings
- missing data
- utility function
- data streams
- utility theory
- incomplete data
- access structure
- attribute values
- high dimensional data
- missing data imputation
- incomplete data sets
- multi attribute decision making
- imputation methods
- multi dimensional
- database
- sliding window
- similarity search
- decision makers
- auction mechanisms
- data sets
- knn
- feature selection
- machine learning