Science Advances

Supplementary Materials

This PDF file includes:

  • note S1. Data sets.
  • note S2. Algorithms.
  • note S3. Parameter discussion.
  • note S4. Empirical comparison with the VOM model.
  • fig. S1. Rule extraction example for the global shipping data.
  • fig. S2. Network wiring example for the global shipping data.
  • fig. S3. Parameter sensitivity of HON in terms of accuracy and network size.
  • fig. S4. Comparison between the HON and the VOM model.
  • table S1. Changes of PageRank scores by using HON instead of a first-order
    network.
  • table S2. Comparison of the number of rules extracted from HON and VOM.
  • algorithm S1. The rule extraction algorithm.
  • algorithm S2. The network wiring algorithm.
  • References (50, 51)

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