Outlying sequence detection in large datasets: Comparison of universal hypothesis testing and clustering

Keyphrases

• Generalized Likelihood Ratio Test 100%
• Universal Testing 100%
• Dataset Comparison 100%
• Outlying Sequence Detection 100%
• Clustering Algorithm 50%
• Hypothesis Testing 25%
• Synthetic Data 25%
• Large Sample Size 25%
• Kullback-Leibler Divergence 25%
• Dissimilarity Measure 25%
• Machine Learning 25%
• Asymptotic Performance 25%
• Hypothesis Testing Problem 25%
• Generating Mechanism 25%
• Multiple Observation Sequences 25%
• Testing Algorithm 25%
• Probability Simplex 25%
• Combinatorial Clustering 25%

Computer Science

• Large Data Set 100%
• Clustering Algorithm 100%
• Machine Learning 50%
• Synthetic Data 50%
• Leibler Divergence 50%
• Simplex 50%
• Dissimilarity Measure 50%
• Testing Problem 50%
• Multiple Observation 50%
• Observation Sequence 50%
• Test Algorithm 50%

Mathematics

• Statistical Hypothesis Testing 100%
• Clustering 100%
• Clustering Algorithm 100%
• Probability Theory 50%
• Asymptotics 50%
• Kullback-Leibler Divergence 50%
• Synthetic Data 50%
• Simplex 50%
• Hypothesis Testing Problem 50%