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Module: Time series anomaly discovery

This module discusses variable length anomaly (i.e., discord, surprise pattern) discovery in time series using GrammarViz 3.0.

Readings

Temporal anomaly discovery

Discusses previous work on time series anomaly discovery.

previous work

On complexity, entropy, and compression

Entropy journal Special Issue on Special Issue Kolmogorov Complexity

external-link

Experiential Learning

Time series anomaly detection using GUI

Discover anomalous time series patterns using GrammarViz 3.0 Graphical User Interface

tutorial

Time series anomaly detection using CLI

Discover anomalous time series patterns using GrammarViz 3.0 command line interface

tutorial