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Contact


Email

abel.armas@unimelb.edu.au

Credentials


Position
Lecturer in Information Systems
School of Computing and Information Systems
Education
PhD
University of Tartu
Masters (Research)
University of Tartu
ORCID

0000-0003-0628-2451

Dr Abel Armas Cervantes

Lecturer in Information Systems
School of Computing and Information Systems

37 Scholarly works
3 Projects

HIGHLIGHTS

  • 2024

    Conference Proceedings

    Visualising Healthcare Process Variability
    DOI: 10.3233/SHTI231073
  • 2023

    Research Contracts

    A Digital Twin on the Grading Floor – An Industry 4.0 Solution for Reducing ‘Giveaway’ in Cartoned Egg Production
  • 2022

    Research grants (ARC, NHMRC, MRFF)

    ARC Research Hub for Digital Bioprocess Development
  • 2022

    Conference Proceedings

    Discovering Unseen Behaviour from Event Logs
    DOI: 10.1007/978-3-031-06653-5_2
  • 2019

    Journal article

    Local Concurrency Detection in Business Process Event Logs
    DOI: 10.1145/3289181
  • 2018

    Conference Proceedings

    Discovering process maps from event streams
    DOI: 10.1145/3202710.3203154
  • 2018

    Conference Proceedings

    Abstract and Compare: A Framework for Defining Precision Measures for Automated Process Discovery
    DOI: 10.1007/978-3-319-98648-7_10
Abel Armas Cervantes

RECENT SCHOLARLY WORKS

  • 2026

    Journal article

    Comparative study of Bayesian Network-based root cause analysis methods for chemical and bioprocess systems
    DOI: 10.1016/j.jprocont.2026.103674
  • 2026

    Book Chapter

    A Digital Twin Framework for Bioprocess Development Using IoT Sensor Data
    DOI: 10.1007/978-3-031-90746-3_12
  • 2026

    Book Chapter

    On-the-Fly Event Disambiguation via Alignments
    DOI: 10.1007/978-3-032-28274-3_10
  • 2025

    Journal article

    Measuring and visualizing healthcare process variability
    DOI: 10.1016/j.jbi.2025.104918
  • 2025

    Conference Proceedings

    Modelling Process Mining Benefits: A context of Indonesia and Australia
    DOI: 10.1109/IC3INA68387.2025.11325621
  • 2025

    Conference Proceedings

    Automated Business Process Analysis: An LLM-Based Approach to Value Assessment
    DOI: 10.1007/978-3-031-94590-8_8
  • 2025

    Conference Proceedings

    All Optimal k-Bounded Alignments Using the FM-Index
    DOI: 10.1007/978-3-031-81375-7_5
  • 2025

    Conference Proceedings

    From IoT Event Logs to Human Routines via Community Detection Algorithms
    DOI: 10.1007/978-3-031-78666-2_9

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