Little data is often enough for distance-based outlier detection

Keyphrases

• Little Data 100%
• Distance-based Outlier Detection 100%
• Detection Model 40%
• Random Subsampling 40%
• Outlier Detection 40%
• Detection Result 20%
• Performance Prediction 20%
• Prediction Time 20%
• Training Time 20%
• Fast Training 20%
• Simple Random 20%
• Cluster-based 20%
• Tabular Data 20%
• Real-world Use Cases 20%
• Data Reduction 20%
• Public Beliefs 20%
• Random Clustering 20%
• Fast Prediction 20%
• Predictive Detection 20%

Computer Science

• Outlier Detection 100%
• Use Case 20%
• Detection Result 20%
• Prediction Time 20%
• Outlier Detection Method 20%
• Predictive Performance 20%
• Data Reduction 20%
• Data Processing 20%