Detecting novelty: Revision history

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8 January 2025

  • curprev 18:0618:06, 8 January 2025‎ Pig talk contribs‎ 2,639 bytes +2,639‎ Created page with "Detecting novelty in a session depends on the context. Here are some methods commonly used in various applications: === 1. '''Novelty in Data Streams''' === * '''Change Detection Algorithms''': ** '''CUSUM (Cumulative Sum)''': Monitors for changes in the mean of a signal. ** '''EWMA (Exponentially Weighted Moving Average)''': Detects shifts in data trends. ** '''Page-Hinkley Test''': Focuses on detecting changes in the distribution. * '''Outlier Detection''': ** Use st..." Tag: Visual edit
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