A Distributed and Incremental SVD Algorithm for Agglomerative Data Analysis on Large Networks.
Mark A. IwenB. W. OngPublished in: SIAM J. Matrix Anal. Appl. (2016)
Keyphrases
- preprocessing
- computational complexity
- optimization algorithm
- learning algorithm
- data analysis
- significant improvement
- detection algorithm
- single pass
- incremental learning
- hierarchical clustering
- times faster
- cost function
- dynamic programming
- simulated annealing
- worst case
- matching algorithm
- computational cost
- high accuracy
- distributed systems
- data mining
- clustering method
- experimental evaluation
- search space
- optimal solution
- similarity measure
- decision trees
- iterative algorithms
- incremental version