Optimal tuning of weighted kNN- And diffusion-based methods for denoising single cell genomics data

Mathematics

• Variance 100%
• Objective Function 66%
• Stochastics 33%
• Nearest Neighbor 33%
• Projection Method 33%
• Reduction Method 33%
• Empirical Test 33%
• Dimensionality Reduction 33%
• Missing Value 33%
• Imputation Method 33%

Computer Science

• de-noising 100%
• Objective Function 28%
• Dimensionality Reduction 14%
• Best Practice 14%
• Nearest Neighbor Graph 14%
• Empirical Test 14%
• Dimension Reduction Method 14%
• Supervised Technique 14%

Keyphrases

• Weighted KNN 100%
• Supervised Techniques 20%
• Optimal Objective Function 20%