An Algorithm for Protecting Knowledge Discovery Data.
Bostjan BrumenIzidor GolobTatjana WelzerIvan RozmanMarjan DruzovecHannu JaakkolaPublished in: Informatica (2003)
Keyphrases
- knowledge discovery
- data sets
- data reduction
- input data
- data analysis
- noisy data
- detection algorithm
- dynamic programming
- preprocessing
- computational cost
- k means
- data mining techniques
- computational complexity
- data collection
- data distribution
- spectral clustering
- data mining applications
- database
- synthetic datasets
- association rules
- data structure
- data mining algorithms
- databases
- data mining
- genetic algorithm
- prior information
- synthetic data
- optimization algorithm
- segmentation algorithm
- optimal solution
- simulated annealing
- objective function
- data points
- matching algorithm
- training data
- original data
- similarity measure
- data quality
- machine learning
- incomplete data
- worst case
- cost function