An Efficient Algorithm for the Compression of Time-Dependent Data from Scientific Simulations.
Chuang LiPaul E. PlassmannPublished in: ICCSA (1) (2003)
Keyphrases
- noisy data
- data sets
- input data
- data reduction
- learning algorithm
- probability distribution
- data collection
- detection algorithm
- computational cost
- k means
- database
- preprocessing
- dynamic programming
- computational complexity
- times faster
- probabilistic model
- optimal solution
- data points
- knowledge discovery
- matching algorithm
- worst case
- training data
- computationally efficient
- information loss
- optimization algorithm
- scientific disciplines
- high quality
- data analysis
- search space
- data sources
- similarity measure
- expectation maximization
- scientific data
- data compression
- original data
- raw data
- data distribution
- image data
- synthetic data
- clustering method
- simulated annealing
- data mining techniques
- segmentation algorithm
- particle swarm optimization