Robust, Scalable, and Fast Bootstrap Method for Analyzing Large Scale Data.
Shahab BasiriEsa OllilaVisa KoivunenPublished in: IEEE Trans. Signal Process. (2016)
Keyphrases
- synthetic data
- test data
- prior knowledge
- data sets
- noisy data
- high accuracy
- statistical methods
- missing values
- input data
- significant improvement
- training samples
- original data
- raw data
- highly accurate
- detection method
- computationally efficient
- data sources
- large scale data sets
- database
- information loss
- highly efficient
- data collection
- correlation analysis
- segmentation method
- cross validation
- massive scale
- data analysis
- training data
- data quality
- hypothesis tests
- missing data
- high dimensional data
- clustering method
- probability distribution
- cost function
- pairwise
- preprocessing