Joint Principal Component Analysis and Supervised k Means Algorithm via Non-Iterative Analytic Optimization Approach.
Zhanbin ZhangBingo Wing-Kuen LingGuoheng HuangPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- k means
- optimization algorithm
- learning algorithm
- clustering method
- computational complexity
- optimization process
- data clustering
- cost function
- dynamic programming
- preprocessing
- detection algorithm
- expectation maximization
- iterative optimization
- spectral clustering
- optimization method
- worst case
- principal component analysis
- segmentation algorithm
- computational cost
- np hard
- constrained optimization
- optimal solution
- objective function
- machine learning
- supervised learning
- stochastic gradient
- joint optimization
- clustering algorithm
- combinatorial optimization
- pairwise
- search space
- support vector machine
- particle swarm optimization