A novel algorithm for generating simulated genetic data based on K-medoids.
Jianan WuChunguang ZhouZhangxu LiXuefei XiaSeng ZhangYou ZhouPublished in: CCIS (2012)
Keyphrases
- optimization algorithm
- noisy data
- data sets
- database
- data collection
- input data
- computational cost
- computational complexity
- preprocessing
- search space
- original data
- dynamic programming
- detection algorithm
- training data
- incomplete data
- prior information
- clustering method
- probability distribution
- convergence rate
- data distribution
- information loss
- data reduction
- dimensional data
- learning algorithm
- probabilistic model
- data sources
- cost function
- data structure
- k means
- image sequences
- high quality
- objective function
- recognition algorithm
- optimal solution
- spectral clustering
- data analysis
- simulated annealing
- matching algorithm
- missing data
- synthetic data
- image data
- segmentation algorithm