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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
    Doctor of Philosophy Study of 2-d passive localization methods for wireless sensor networks Liu, Yuxiang
    Doctor of Philosophy Seat suspension control using human body motion measurement 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
    Doctor of Philosophy Study of 2-d passive localization methods for wireless sensor networks Liu, Yuxiang
    Doctor of Philosophy Seat suspension control using human body motion measurement Coyte, James

Web Of Science Researcher Id


  • P-2622-2015
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