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Email

ling.luo@unimelb.edu.au

Credentials


Position
Senior Lecturer
School of Computing and Information Systems
Education
Doctorate
University of Sydney
Bachelors Degree (Honours)
University of Sydney
ORCID

0000-0002-1363-8308

Dr Ling Luo

Senior Lecturer
School of Computing and Information Systems

50 Scholarly works
3 Projects

HIGHLIGHTS

  • 2025

    Research grants (other domestic)

    Machine Learning for Identification of Patient Ventilator Asynchrony
  • 2025

    Research grants (other domestic)

    Dynamic User Behaviour Modelling for Personalised Recommendations
  • 2022

    Research grants (ARC, NHMRC, MRFF)

    ARC Research Hub for Digital Bioprocess Development
  • 2020

    Book

    Temporal Modelling of Customer Behaviour
    DOI: 10.1007/978-3-030-18289-2
  • 2017

    Conference Proceedings

    Tracking the evolution of customer purchase behavior segmentation via a fragmentation-coagulation process
    DOI: 10.24963/ijcai.2017/336
  • 2017

    Conference Proceedings

    Online engagement for a healthier you: A case study of web-based supermarket health program
    DOI: 10.1145/3041021.3055129
  • 2016

    Conference Proceedings

    Discovering temporal purchase patterns with different responses to promotions
    DOI: 10.1145/2983323.2983665
Ling Luo

Latest Honours,
Awards and Fellowships


2019
Springer Theses Award - internationally top-ranked research institutes select their best thesis annually for publication in this series. Springer
2017
Google PhD Fellowship - Google offers the PhD fellowship to outstanding students doing exceptional research in computer science. Google
2013
Australian Postgraduate Awards - attract top quality postgraduate students to undertake research project. Department of Innovation, Industry, Science and Research

RECENT SCHOLARLY WORKS

  • 2026

    Journal article

    Transmembrane pressure evolution during constant flux SPTFF – a comparison of two proteins
    DOI: 10.1016/j.memsci.2026.125541
  • 2026

    Conference Proceedings

    Improving Emergency Department Decision-Making Through High-Cardinality Feature Integration
    DOI: 10.1007/978-3-032-10685-8_9
  • 2026

    Conference Proceedings

    Order-Aware Metric Learning for Electronic Health Records Applications
    DOI: 10.5220/0014316000004070
  • 2026

    Book Chapter

    Efficient Selection of Low-Fidelity Data for Multi-fidelity Surrogate Models
    DOI: 10.1007/978-981-95-7072-0_32
  • 2025

    Journal article

    Breathing Cycle-Aware Segmentation for Patient-Ventilator Asynchrony Detection
    DOI: 10.1109/JBHI.2025.3619269
  • 2025

    Conference Proceedings

    Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and Interpretability
    DOI: 10.1145/3746252.3760992
  • 2025

    Journal article

    Uncertainty-aware non-invasive patient–ventilator asynchrony detection using latent Gaussian mixture generative classifier with noisy label correction
    DOI: 10.1007/s41060-024-00556-3
  • 2025

    Journal article

    Einstein: a fast online segmentation (pseudo-period extraction) algorithm for complex pseudo-periodic data streams
    DOI: 10.1007/s41060-025-00833-9

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