On the role of optimization algorithms in ownership-preserving data mining.
Muhammad KamranEhsan Ullah MunirPublished in: Frontiers Inf. Technol. Electron. Eng. (2018)
Keyphrases
- data mining
- optimization problems
- discrete optimization
- data mining techniques
- data mining problems
- data mining algorithms
- optimization methods
- combinatorial optimization
- orders of magnitude
- machine learning
- stochastic search
- evolution strategy
- benchmark datasets
- theoretical analysis
- computationally efficient
- worst case
- learning algorithm
- optimization method
- times faster
- computational cost
- preprocessing
- data analysis
- convex optimization problems
- approximately optimal