A novel method for maintenance record clustering and its application to a case study of maintenance optimization.
Zhe YangPiero BaraldiEnrico ZioPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- clustering method
- optimization algorithm
- hierarchical clustering
- classification accuracy
- high accuracy
- experimental evaluation
- computational cost
- synthetic data
- support vector machine svm
- optimization process
- optimization method
- high precision
- segmentation method
- parameter free
- feature set
- probabilistic model
- unsupervised clustering
- objective function
- feature extraction
- high dimensional data
- evolution strategy
- clustering ensemble
- optimization model
- constrained optimization
- multi objective genetic algorithm
- convergence rate
- similarity function
- combinatorial optimization
- clustering algorithm
- detection method
- cost function
- computational complexity
- case study