A general and unifying framework for feature construction, in image-based pattern classification

Mathematics

• Pattern Classification 100%
• Feature Extraction 70%
• Framework 40%
• Warranty 35%
• Non-negative Matrix Factorization 35%
• Projection 34%
• Medical Image 34%
• Contiguity 34%
• Machine Learning 25%
• Discrimination 25%
• Sparsity 24%
• Discriminant 23%
• Paradigm 23%
• Intuitive 23%
• Basis Functions 22%
• Smoothness 19%
• High-dimensional 19%
• Optimization 17%
• Interpretation 16%
• Numerical Solution 16%
• Decompose 15%
• Generalization 11%

Engineering & Materials Science

• Pattern recognition 62%
• Feature extraction 54%
• Factorization 35%
• Machine learning 25%
• Decomposition 25%