Modeling collinear data using double-layer GA-based selective ensemble kernel partial least squares algorithm.
Jian TangJian ZhangZhiwei WuZhuo LiuTianyou ChaiWen YuPublished in: Neurocomputing (2017)
Keyphrases
- input data
- noisy data
- data sets
- learning algorithm
- dynamic programming
- preprocessing
- image data
- worst case
- genetic algorithm
- data reduction
- computational complexity
- data analysis
- cost function
- knowledge discovery
- original data
- similarity measure
- segmentation algorithm
- synthetic data
- matching algorithm
- kernel partial least squares
- probabilistic model
- data points
- high dimensional
- data structure
- training data
- data sources
- np hard
- expectation maximization
- k means
- detection algorithm
- clustering method
- missing data
- genetic algorithm ga
- objective function
- feature selection
- neural network