Sparse Inverse Covariance Estimation with L₀ Penalty for Network Construction with Omics Data

Mathematics

• Covariance Estimation 100%
• Gene 68%
• Penalty 65%
• Structure Learning 54%
• Interaction 25%
• Higher Order 24%
• False Positive 22%
• Oracle Property 22%
• Alternating Direction Method 22%
• Computational Biology 22%
• Bioinformatics 21%
• Sequencing 21%
• Correlation Structure 20%
• Graphical Models 20%
• Lasso 20%
• Gaussian Model 20%
• High-dimensional Data 20%
• Margin 20%
• Biased 16%
• Learning 15%
• Data analysis 15%
• Choose 15%
• Graphics 14%
• Regression 13%
• Simulation 11%
• Estimator 10%
• Model 5%

Medicine & Life Sciences

• Learning 38%
• Computational Biology 33%
• Gene Order 22%
• Genes 21%
• High-Throughput Nucleotide Sequencing 16%
• Data Analysis 13%
• Direction compound 12%
• Technology 11%

Engineering & Materials Science

• Genes 67%
• Bioinformatics 19%