A Method for Identifying Product Improvement Opportunities through Warranty Data.
Marcio R. BuenoMilton BorsatoPublished in: ISPE CE (2014)
Keyphrases
- synthetic data
- input data
- data sets
- test data
- data collection
- training samples
- missing data
- high quality
- significant improvement
- noisy data
- cost function
- objective function
- prior knowledge
- data processing
- detection method
- database
- image data
- classification accuracy
- raw data
- original data
- preprocessing
- prior information
- missing values
- high precision
- data quality
- feature subset
- information loss
- correlation analysis
- data mining techniques
- high accuracy
- support vector machine
- computational cost
- dynamic programming
- data analysis
- data structure
- training data
- similarity measure
- clustering method
- em algorithm
- data sources
- decision trees
- feature selection
- product information