A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets.
Nhien-An Le-KhacMartin BueMichael WhelanM. Tahar KechadiPublished in: ADMA (2) (2010)
Keyphrases
- data reduction
- spatio temporal
- data compression
- spatio temporal data
- biomedical data
- preprocessing
- knowledge discovery
- feature selection
- image sequences
- instance selection
- database
- model selection
- data sets
- rough set theory
- classification rules
- dimensionality reduction
- classification accuracy
- data analysis
- machine learning
- data mining
- singular value decomposition
- data quality
- representative subset
- high dimensionality
- moving objects
- neural network
- compression algorithm
- computational intelligence
- pattern recognition
- clustering algorithm