Self-organizing Maps as substitutes for K-means clustering

Mathematics

• K-means Algorithm 100%
• K-means Clustering 97%
• Self-organizing Map 96%
• Substitute 76%
• Initialization 53%
• Training 45%
• K-means 30%
• Clustering Algorithm 28%
• Clustering 20%
• Review 15%

Engineering & Materials Science

• K-means clustering 72%
• Self organizing maps 72%
• Clustering algorithms 19%