Clustering with Complex Constraints - Algorithms and Applications.
Weifeng ZhiXiang WangBuyue QianPatrick ButlerNaren RamakrishnanIan DavidsonPublished in: AAAI (2013)
Keyphrases
- computational complexity
- computational cost
- computationally intensive
- synthetic and real datasets
- orders of magnitude
- computationally expensive
- optimization problems
- constrained optimization
- data clustering
- learning algorithm
- high level
- k means
- data mining tasks
- clustering method
- instance level constraints
- linear constraints
- times faster
- benchmark datasets
- neural network
- theoretical analysis
- unsupervised learning
- simulated annealing
- feature space
- real world