Binned Data Provide Better Imputation of Missing Time Series Data from Wearables.
Shweta ChakrabartiNupur BiswasKhushi KarnaniVijay PadulLawrence D. JonesSantosh KesariShashaanka AshiliPublished in: Sensors (2023)
Keyphrases
- missing data
- data sets
- data collection
- missing values
- complex data
- data points
- incomplete data
- small number
- data structure
- data analysis
- original data
- training data
- historical data
- data quality
- data objects
- storage space
- computer systems
- statistical analysis
- database
- attribute values
- data distribution
- low dimensional
- temporal information
- raw data
- data mining techniques
- knowledge discovery
- data sources
- data model
- relational databases
- high quality
- data mining
- missing information
- data imputation