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Stirling, David A. Associate Professor

Senior Lecturer

  • Faculty of Engineering and Information Sciences
  • School of Electrical, Computer and Telecommunications Engineering
  • Advanced Manufacturing Technologies
  • Centre for Intelligent Mechatronics Research
  • Australian Power Quality and Reliability Centre

Top Publications


Research Overview


  • Pattern Analysis and Machine Learning
    Data Mining – active research areas: Radiomics: tumour characterisations from 4D-CT-images, Motion analysis: sports injuries & rehabilitation, aged-health; objective metrics for frailty assessment, balance & motion control, Oncology: objective kinematic fatigue assessment, Spatial data: geo-hazards, modelling erosion & landslip susceptibilities, Spatiotemporal data: general manufacturing, industrial processes, iron & steel making, Time series data: power distribution modelling, reliability & non-stationary power quality
    Pattern-based Knowledge discovery
    Autonomous control, Hybrid Intelligent Systems and Fuzzy System

Selected Publications


Advisees


  • Graduate Advising Relationship

    Degree Research Title Advisee
    Doctor of Philosophy Machine Learnt Radiomics Models for the Treatment of Non-Metastatic Non-Small Cell Lung Cancer Vial, Alanna
    Doctor of Philosophy Quantitative measurement and Assessment of Frailty in Elderly Panhwar, Yasmeen Naz
    Doctor of Philosophy Human-machine Shared Control of a Vehicle Using X-by-Wire Technology Ansari, Shahzeb
    Doctor of Philosophy Control of Connected Autonomous Vehicles Yan, Yan
    Master of Philosophy - EIS To Be Confirmed. Henness, Doug
    Doctor of Philosophy Medical Image Analysis with Machine Learning Techniques for Colorectal Cancer Prognosis and Prediction. Malagoda Paranavithanage, Iromi
    Doctor of Philosophy Seated Whole Body Vibration Modeling using Inertial Motion Data Coyte, James

Web Of Science Researcher Id


  • P-2622-2015

Top Publications


Research Overview


  • Pattern Analysis and Machine Learning
    Data Mining – active research areas: Radiomics: tumour characterisations from 4D-CT-images, Motion analysis: sports injuries & rehabilitation, aged-health; objective metrics for frailty assessment, balance & motion control, Oncology: objective kinematic fatigue assessment, Spatial data: geo-hazards, modelling erosion & landslip susceptibilities, Spatiotemporal data: general manufacturing, industrial processes, iron & steel making, Time series data: power distribution modelling, reliability & non-stationary power quality
    Pattern-based Knowledge discovery
    Autonomous control, Hybrid Intelligent Systems and Fuzzy System

Selected Publications


Advisees


  • Graduate Advising Relationship

    Degree Research Title Advisee
    Doctor of Philosophy Machine Learnt Radiomics Models for the Treatment of Non-Metastatic Non-Small Cell Lung Cancer Vial, Alanna
    Doctor of Philosophy Quantitative measurement and Assessment of Frailty in Elderly Panhwar, Yasmeen Naz
    Doctor of Philosophy Human-machine Shared Control of a Vehicle Using X-by-Wire Technology Ansari, Shahzeb
    Doctor of Philosophy Control of Connected Autonomous Vehicles Yan, Yan
    Master of Philosophy - EIS To Be Confirmed. Henness, Doug
    Doctor of Philosophy Medical Image Analysis with Machine Learning Techniques for Colorectal Cancer Prognosis and Prediction. Malagoda Paranavithanage, Iromi
    Doctor of Philosophy Seated Whole Body Vibration Modeling using Inertial Motion Data Coyte, James

Web Of Science Researcher Id


  • P-2622-2015
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