Improving clustering performance by incorporating uncertainty

Keyphrases

• Cluster Performance 100%
• Uncertainty Sources 100%
• Data Objects 100%
• Challenging Problems 50%
• Clustering Methods 50%
• Simulation Study 50%
• Performance Improvement 50%
• Uncertainty Estimation 50%
• Benchmark Dataset 50%
• Statistical Summary 50%
• Dissimilarity Measure 50%
• Clustering Problem 50%
• Parameter Estimation 50%
• Synthetic Time Series 50%
• Confidence Ellipse 50%
• Autoregression Model 50%
• Summary Procedure 50%
• True Clusters 50%

Mathematics

• Simulation Study 100%
• Estimated Parameter 100%
• Parametric 100%
• Autoregression 100%
• Confidence Ellipsoid 100%

Computer Science

• Simulation Study 100%
• Dissimilarity Measure 100%
• Time Series Benchmark 100%