Real-time memory efficient data redundancy removal algorithm.

Vikas K. Garg Ankur Narang Souvik Bhattacherjee

Published 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