An Enhanced Inference Algorithm for Data Sampling Efficiency and Accuracy Using Periodic Beacons and Optimization.
James Jin KangKiran FahdSitalakshmi VenkatramanPublished in: Big Data Cogn. Comput. (2019)
Keyphrases
- optimization algorithm
- data reduction
- input data
- computational complexity
- computational efficiency
- high accuracy
- computational cost
- segmentation algorithm
- noisy data
- np hard
- prior information
- optimization process
- high efficiency
- data analysis
- sampling algorithm
- training data
- data sets
- single scan
- expectation maximization
- learning algorithm
- data points
- dynamic programming
- optimization problems
- inference process
- detection algorithm
- multi objective
- optimization method
- original data
- k means
- preprocessing
- spectral clustering
- data structure
- training set
- search space
- estimation error
- random sampling
- convergence rate
- evolutionary algorithm
- combinatorial optimization
- data sources
- simulated annealing