Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering.
Adil M. BagirovSona TaheriFusheng BaiFangying ZhengPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- optimization model
- k means
- optimization process
- probabilistic model
- objective function
- theoretical analysis
- input data
- optimization algorithm
- cost function
- clustering method
- mathematical model
- optimization method
- dynamic programming
- regression algorithm
- recognition algorithm
- computational complexity
- parameter estimation
- learning algorithm
- neural network
- np hard
- bayesian framework
- similarity measure
- detection algorithm
- classification algorithm
- sensitivity analysis
- linear programming
- simulated annealing
- combinatorial optimization
- hierarchical clustering
- search space
- bayesian networks
- optimization procedure
- cluster centers