An Efficient Sequential Covering Algorithm for Explaining Subsets of Data.
Matthew MichelsonSofus A. MacskassyPublished in: IC-AI (2010)
Keyphrases
- input data
- noisy data
- data collection
- database
- training data
- preprocessing
- data sets
- data reduction
- data sources
- image data
- probabilistic model
- dimensional data
- optimization algorithm
- computationally efficient
- dynamic programming
- np hard
- cost function
- significant improvement
- k means
- data points
- data mining
- sequential data
- data analysis
- segmentation algorithm
- data structure
- tree structure
- prior information
- disjoint subsets
- synthetic datasets
- similarity measure
- high quality
- data distribution
- synthetic data
- video sequences
- search space
- data mining techniques
- computational cost