Measuring Data Imperfection in a Neighborhood Based Method.
José Manuel CadenasM. Carmen GarridoRaquel MartínezPublished in: CAEPIA (2015)
Keyphrases
- synthetic data
- data sets
- input data
- statistical methods
- noisy data
- test data
- prior knowledge
- high accuracy
- prior information
- data distribution
- data collection
- cost function
- data sources
- user input
- spatial data
- missing data
- data processing
- significant improvement
- correlation analysis
- dynamic programming
- similarity measure
- detection method
- statistical analysis
- database
- image data
- data points
- probability distribution
- probabilistic model
- data analysis
- collaborative filtering
- computational complexity
- high quality
- high precision
- training data
- data mining
- information loss