Real-time memory efficient data redundancy removal algorithm.
Vikas K. GargAnkur NarangSouvik BhattacherjeePublished in: CIKM (2010)
Keyphrases
- memory efficient
- real time
- input data
- data sets
- noisy data
- data collection
- detection algorithm
- data analysis
- synthetic datasets
- search space
- redundant data
- preprocessing
- k means
- dynamic programming
- data sources
- spectral clustering
- missing data
- data reduction
- memory requirements
- memory space
- database
- high speed data streams
- expectation maximization
- data points
- np hard
- computational complexity
- optimal solution
- objective function
- learning algorithm
- worst case
- knowledge discovery
- data acquisition
- data streams
- training data
- depth first search
- integral image
- iterative deepening
- similarity measure