An Efficient Algorithm for Mining Quantitative Association Rules to Raise Reliance of Data in Large Databases.
H. J. LeeW. H. ParkD. S. ParkPublished in: HIS (2003)
Keyphrases
- input data
- noisy data
- experimental evaluation
- detection algorithm
- knowledge discovery
- data collection
- data sets
- data distribution
- computationally efficient
- data reduction
- high accuracy
- computational complexity
- prior information
- tree structure
- synthetic data
- learning algorithm
- database
- worst case
- preprocessing
- information loss
- prior knowledge
- cost function
- data structure
- raw data
- times faster
- search space
- matching algorithm
- k means
- spatial data
- data quality
- dynamic programming
- expectation maximization
- computational cost
- data points
- dimensional data
- convergence rate
- incomplete data
- segmentation algorithm
- simulated annealing
- data sources
- bayesian networks
- training data
- similarity measure