Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm.
Brent D. MorringTony R. MartinezPublished in: Intell. Data Anal. (2004)
Keyphrases
- nearest neighbor
- data sets
- synthetic data
- data quality
- original data
- data collection
- knowledge discovery
- search algorithm
- data objects
- prior knowledge
- data sources
- data structure
- image data
- raw data
- experimental data
- sensor data
- missing data
- databases
- neural network
- log data
- high dimensional data
- data processing
- input data
- multi dimensional
- database
- data points
- search space
- data analysis
- training data