A Weighted K-Center Algorithm for Data Subset Selection.
Srikumar RamalingamPranjal AwasthiSanjiv KumarPublished in: CoRR (2023)
Keyphrases
- input data
- noisy data
- learning algorithm
- data sets
- subset selection
- database
- preprocessing
- detection algorithm
- simulated annealing
- computational complexity
- search algorithm
- k means
- data collection
- training data
- data sources
- incomplete data
- data analysis
- original data
- prior information
- genetic algorithm
- probabilistic model
- np hard
- data structure
- search space
- artificial neural networks
- search strategy
- information loss
- single scan
- spectral clustering
- data distribution
- association rule mining
- missing data
- metaheuristic
- clustering method
- expectation maximization
- knowledge discovery
- data points
- computational cost
- dynamic programming
- cost function