English

Process mining classification with a weightless neural network

Artificial Intelligence 2020-09-29 v1

Abstract

Using a weightless neural network architecture WiSARD we propose a straightforward graph to retina codification to represent business process graph flows avoiding kernels, and we present how WiSARD outperforms the classification performance with small training sets in the process mining context.

Cite

@article{arxiv.2009.12416,
  title  = {Process mining classification with a weightless neural network},
  author = {Rafael Garcia Barbastefano and Maria Clara Lippi and Diego Carvalho},
  journal= {arXiv preprint arXiv:2009.12416},
  year   = {2020}
}
R2 v1 2026-06-23T18:48:24.456Z