PLoS ONE (Jan 2015)

Discrimination Power of Polynomial-Based Descriptors for Graphs by Using Functional Matrices.

  • Matthias Dehmer,
  • Frank Emmert-Streib,
  • Yongtang Shi,
  • Monica Stefu,
  • Shailesh Tripathi

DOI
https://doi.org/10.1371/journal.pone.0139265
Journal volume & issue
Vol. 10, no. 10
p. e0139265

Abstract

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In this paper, we study the discrimination power of graph measures that are based on graph-theoretical matrices. The paper generalizes the work of [M. Dehmer, M. Moosbrugger. Y. Shi, Encoding structural information uniquely with polynomial-based descriptors by employing the Randić matrix, Applied Mathematics and Computation, 268(2015), 164-168]. We demonstrate that by using the new functional matrix approach, exhaustively generated graphs can be discriminated more uniquely than shown in the mentioned previous work.