An unsupervised conditional random fields approach for clustering gene expression time series

Keyphrases

• Field Approach 100%
• Gene Expression Time Series 100%
• Conditional Random Fields 100%
• Conditional Random Field Model 66%
• Independence Assumption 66%
• Random Field 33%
• Number of Clusters 33%
• Labeling Method 33%
• Large-scale Data 33%
• Probabilistic Model 33%
• Time Series Data 33%
• Optimal number of Clusters 33%
• Class Discovery 33%
• Initial Centroid 33%
• Class Prediction 33%
• Statistical Pattern 33%
• Cluster Label 33%
• Efficient Analysis 33%
• Popular 33%

Mathematics

• Conditionals 100%
• Random Field 100%
• Independence Assumption 50%
• Time Series Data 25%
• Centroid 25%
• Priori Knowledge 25%

Computer Science

• Conditional Random Field 100%
• Random Field Model 66%
• Large Scale Data 33%
• Class Prediction 33%
• Time Series Data 33%
• Priori Knowledge 33%