Max-node sampling: An expansion-densification algorithm for data collection.
Katchaguy AreekijsereeRicky LaishramSucheta SoundarajanPublished in: IEEE BigData (2016)
Keyphrases
- data collection
- learning algorithm
- objective function
- k means
- detection algorithm
- optimization algorithm
- cost function
- monte carlo
- preprocessing
- computational complexity
- np hard
- dynamic programming
- optimal solution
- computational cost
- expectation maximization
- improved algorithm
- probabilistic model
- linear programming
- experimental evaluation
- input data
- worst case
- theoretical analysis
- segmentation algorithm
- significant improvement
- tree structure
- similarity measure
- matching algorithm
- feature selection