Readings and other resources in module order

Module: Time series anomaly discovery

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

Module: Time series recurrent pattern discovery

The original GrammarViz work.

Visualizing Variable-Length Time Series Motifs

external-link

Module: Discretization parameters optimization

SAX discretization parameters optimization

Discusses SAX discretization parameters optimization approach implemented in GrammarViz 3.0.

algoritms