Corrosion Analysis Through an Adaptive Preprocessing Strategy Using The K-Means Algorithm.
Nelva Nely Almanza OrtegaJuana María Flores-VázquezHéctor Martínez-AñorveJoaquín Pérez OrtegaJosé Crispín Zavala DíazAdriana Mexicano-SantoyoJesús Carlos Carmona-FraustroPublished in: CENTERIS/ProjMAN/HCist (2022)
Keyphrases
- k means
- preprocessing
- expectation maximization
- learning algorithm
- computational cost
- experimental evaluation
- np hard
- search space
- detection algorithm
- objective function
- optimization algorithm
- search strategy
- times faster
- cluster analysis
- hierarchical clustering
- segmentation algorithm
- worst case
- linear programming
- significant improvement
- computational complexity
- high accuracy
- computationally efficient
- theoretical analysis
- probabilistic model
- matching algorithm
- optimal solution
- clustering algorithm
- genetic algorithm
- dynamic programming
- feature extraction
- selection algorithm
- improved algorithm
- fuzzy clustering algorithm