SBL-PM: A Simple Algorithm for Selection of Reference Instances for Similarity Based Methods.
Karol GrudzinskiWlodzislaw DuchPublished in: Intelligent Information Systems (2000)
Keyphrases
- computational cost
- significant improvement
- randomly generated
- synthetic and real images
- preprocessing
- computational complexity
- synthetic and real datasets
- experimental evaluation
- np hard
- learning algorithm
- selection algorithm
- optimization algorithm
- dynamic programming
- objective function
- recently published
- matching algorithm
- expectation maximization
- parameter settings
- worst case
- cost function
- computationally demanding
- computationally inexpensive
- optimal solution
- computationally simple
- stochastic local search
- synthetic datasets
- exhaustive search
- similarity estimation
- detection algorithm
- recognition algorithm
- classification method
- segmentation algorithm
- k means
- image set
- noisy data
- test images
- particle swarm optimization
- theoretical guarantees
- linear programming
- search space
- decision trees
- clustering algorithm