Missing Values Interpolation in PurpleAir Sensor Data based on a Correlation with Neighboring Locations using KNIME Analytics Platform.
Samir OmanovicAdmir MidzicZikrija AvdagicDamir PozderacAmel ToromanPublished in: MIPRO (2023)
Keyphrases
- sensor data
- missing values
- location information
- sensor networks
- missing data
- data streams
- data imputation
- sensor measurements
- incomplete data
- sensor readings
- missing data imputation
- health monitoring
- big data
- human activities
- raw sensor data
- data mining
- missing information
- multiple sensors
- data analysis
- concept drift
- high dimensional data
- data management
- artificial neural networks
- structure from motion
- principal component analysis
- imputation methods
- training data
- image processing