Código QR (código de barras bidimensional)

A Pattern Dictionary Method for Anomaly Detection

In this paper, we propose a compression-based anomaly detection method for time series and sequence data using a pattern dictionary. The proposed method is capable of learning complex patterns in a training data sequence, using these learned patterns to detect potentially anomalous patterns in a tes...

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Principais autores: Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-08-01
Serier:Entropy
Fag:
pattern dictionary
atypicality
Lempel–Ziv algorithm
lossless compression
anomaly detection
Online adgang:https://www.mdpi.com/1099-4300/24/8/1095
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