A graph-based approach to interpreting recurrent neural networks in process mining

Khadijah Muzzammil Hanga*, Yevgeniya Kovalchuk, Mohamed Medhat Gaber

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    17 Citations (SciVal)
    Original languageEnglish
    Pages (from-to)172923-172938
    Number of pages16
    JournalIEEE Access
    Volume8
    DOIs
    Publication statusPublished (VoR) - 2020

    Funding

    This work was supported by the Petroleum Technology Development Fund of Nigeria.

    FundersFunder number
    Petroleum Technology Development Fund of Nigeria

      Keywords

      • Directly-follows graph
      • Explainable AI
      • Long short term memory
      • Process mining
      • Recurrent neural network

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