Stirling, David A.

Top Publications

Year	Title
2015	Recognizing human motions through mixture modeling of inertial data Published in Pattern Recognition
2016	Learning trajectories for robot programming by demonstration using a coordinated mixture of factor analysers Published in IEEE Transactions on Cybernetics
2011	Landslide inventory, susceptibility, frequency and hazard zoning in the Wollongong and wider Sydney basin area Published in Australian Geomechanics Journal
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans
2013	Variance-wise segmentation for a temporal-adaptive SAX
2011	Objective functional capacity assessment using inertial sensor
2009	Motion capture in robotics review

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

Journal Article

Year	Title
2019	Body postural sway analysis in older people with different fall histories Published In Medical and Biological Engineering and Computing Volume 57 Pages 533 - 542 ISSN 0140-0118 Altmetric
2019	Chemotherapy-induced fatigue estimation using hidden Markov model Published In Biocybernetics and Biomedical Engineering Volume 39 Pages 176 - 187 Altmetric
2019	Measurement and Analysis of Ultra wideband Channel Coefficients through Crude Oils in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering Volume 16 Pages 195 - 205 ISSN 1448-837X Altmetric
2019	Quantitative and non-invasive measurement of exercise-induced fatigue Published In Proceedings of the Institution of Mechanical Engineers Part P: Journal of Sports Engineering and Technology Volume 233 Pages 34 - 45 ISSN 1754-3371 Altmetric
2018	Formative assessment to develop oral communication competency using YouTube: self- and peer assessment in engineering Published In European Journal of Engineering Education Volume 43 Pages 538 - 551 ISSN 0304-3797 Altmetric
2018	Measurement and validation of exercise induced fatigue through inertial motion analysis Published In ASME Journal of Engineering and Science in Medical Diagnostics and Therapy Volume 1 Pages 021007-1 - 021007-11 Altmetric
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications Volume 5 Pages 24 - 47 ISSN 1745-3216 Altmetric
2018	The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review Published In Translational Cancer Research Volume 7 Pages 803 - 816 Altmetric
2017	An Event Group Based Classification Framework for Multi-variate Sequential Data Published In Australasian Journal of Information Systems Volume 21 Pages 1 - 22 ISSN 1326-2238
2017	An improved extended active observer for adaptive control of a n−DOF robot manipulator Published In Journal of Intelligent and Robotic Systems: theory and applications Volume 85 Pages 679 - 692 ISSN 0921-0296 Altmetric
2017	Automatic Affect Perception Based on Body Gait and Posture: A Survey Published In International Journal of Social Robotics Volume 9 Pages 617 - 641 ISSN 1875-4791 Altmetric
2017	Objective clinical gait analysis using inertial sensors and six minute walking test Published In Pattern Recognition Volume 63 Pages 246 - 257 ISSN 0031-3203 Altmetric
2017	The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance Published In Health Information Science and Systems Volume 5 Pages 16-1 - 16-11 Altmetric
2016	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: Implications for virtual-reality enhanced stroke rehabilitation Published In Journal of Pain Management Volume 9 Pages 277 - 281
2016	EP-1224: An Australian radiotherapy decision support system with contextual justification Published In Radiotherapy and Oncology Volume 119 Pages S580 - S580 ISSN 1879-0887 Altmetric
2016	Fall Risk Assessment in Older People Published In The International Journal of Engineering and Science Volume 5 Pages 1 - 14 ISSN 2319-1813
2016	Learning trajectories for robot programming by demonstration using a coordinated mixture of factor analysers Published In IEEE Transactions on Cybernetics Volume 46 Pages 706 - 717 ISSN 1083-4419 Altmetric
2016	Measurement of ultra wideband channel coefficient through carbon dioxide in a multipath environment Published In Microwave and Optical Technology Letters Volume 58 Pages 1543 - 1546 ISSN 0895-2477 Altmetric
2016	Position and force tracking for non-linear haptic telemanipulator under varying delays with an improved extended active observer Published In Robotics and Autonomous Systems Volume 75 Pages 145 - 160 ISSN 1872-793X Altmetric
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published In IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans Volume 46 Pages 725 - 739 ISSN 1083-4427 Altmetric
2016	Ultra Wideband Channel Coefficient Measurements for Detecting Methane Gas in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering Volume 13 Pages 195 - 199 ISSN 1448-837X Altmetric
2015	Balance assessment in older people using inertial sensors Published In Journal of Medical and Bioengineering Volume 4 Pages 139 - 144 Altmetric
2015	Consideration of optimal pixel resolution in deriving landslide susceptibility zoning within the Sydney Basin Published In Computers and Geosciences Volume 82 Pages 13 - 22 ISSN 0098-3004 Altmetric
2015	Decoding student satisfaction: how to manage and improve the laboratory experience Published In IEEE Transactions on Education Volume 58 Pages 151 - 1588 ISSN 0018-9359 Altmetric
2015	Improving the laboratory learning experience: a process to train and manage teaching assistants Published In IEEE Transactions on Education Volume 58 Pages 130 - 139 ISSN 0018-9359 Altmetric
2015	Measurement of ultra wideband channel sounding using vector network analyzer Published In Telkomnika Volume 13 Pages 859 - 869 Altmetric
2015	Nonlinear bilateral teleoperation using extended active observer for force estimation and disturbance suppression Published In Robotica Volume 33 Pages 61 - 86 ISSN 0263-5747 Altmetric
2015	Objective clinical functional assessment using inertial motion capture Published In International Journal of Advanced Robotic Systems ISSN 1729-8806
2015	Recognizing human motions through mixture modeling of inertial data Published In Pattern Recognition Volume 48 Pages 2394 - 2406 ISSN 0031-3203 Altmetric
2015	Using online and multimedia resources to enhance the student learning experience in a telecommunications laboratory within an Australian University Published In Australasian Journal of Engineering Education Volume 20 Pages 71 - 80 ISSN 1324-5821 Altmetric
2014	An approach to ultra-wideband channel calibration using a vector network analyser Published In Australian Journal of Electrical and Electronics Engineering Volume 11 Pages 347 - 356 ISSN 1448-837X Altmetric
2014	Application of adaptive controllers in teleoperation systems: a survey Published In IEEE Transactions on Human-Machine Systems Volume 44 Pages 337 - 352 Altmetric
2013	Analysis of nonstationary power-quality waveforms using iterative hilbert huang transform and sax algorithm Published In IEEE Transactions on Power Delivery Volume 28 Pages 2134 - 2144 ISSN 0885-8977 Altmetric
2013	Extended active observer for force estimation and disturbance rejection of robotic manipulators Published In Robotics and Autonomous Systems Volume 61 Pages 1277 - 1287 ISSN 1872-793X Altmetric
2013	Sydney Basin Landslide Susceptibility, NSW, Australia Published In International Journal of Landslide and Environment Volume 1 Pages 71 - 72
2012	Exponential Method for Determining Optimum Number of Clusters in Harmonic Monitoring Data Published In International Journal of Computer and Electrical Engineering Volume 4 Pages 132 - 136 Altmetric
2012	Objective clinical fitness assessment using inertial sensors Published In Procedia Engineering Volume 41 Pages 443 - 449 Altmetric
2012	On the effect of multiple access interference in a space time spreading time hopping PPM UWB system Published In Computers and Electrical Engineering Volume 38 Pages 994 - 1009 ISSN 0045-7906 Altmetric
2011	A hot metal temperature predictor based on hybrid decision tree techniques Published In International Journal of Technology, Knowledge and Society Volume 7 Pages 37 - 48 ISSN 1832-3669
2011	Human motion capture sensors and analysis in robotics Published In Industrial Robot Volume 38 Pages 163 - 171 ISSN 0143-991X Altmetric
2011	Landslide inventory, susceptibility, frequency and hazard zoning in the Wollongong and wider Sydney basin area Published In Australian Geomechanics Journal Volume 46 Pages 41 - 49 ISSN 0818-9110
2011	Landslide susceptibility and landslide hazard zoning in Wollongong Published In Australian Geomechanics Journal Volume 46 Pages 89 - 94 ISSN 0818-9110
2009	Analyzing harmonic monitoring data using supervised and unsupervised learning Published In IEEE Transactions on Power Delivery Volume 24 Pages 293 - 301 ISSN 0885-8977 Altmetric

Chapter

Year	Title
2017	The Effects of Reintroducing Haptic Feedback to Virtual Reality Systems on Movement Profiles When Reaching to Virtual Targets Published In Virtual Reality: Recent Advances for Health and Wellbeing Publisher New York, United States: Nova Science Publishers Pages 41 - 50 ISBN 9781536124545
2016	Landslide inventory and susceptibility zoning across SE Australia Published In Developments in Engineering Geology Publisher Geological Society of London Pages 119 - 133 Altmetric
2015	ArcGIS v.10 Landslide Susceptibility Data Mining add-in tool integrating data mining and GIS techniques to model landslide susceptibility Published In Engineering Geology for Society and Territory - Volume 2 Publisher Springer International Publishing Pages 1191 - 1194 Altmetric
2012	Enhancing multimedia search using human motion Published In Multimedia - A Multidisciplinary Approach to Complex Issues Publisher Intech Pages 161 - 174 Altmetric
2010	Symbolic modelling of dynamic human motions Published In Biosensors Publisher In-Tech Pages 281 - 302
2009	Clustering, classification and explanatory rules from harmonic monitoring data Published In Theory and Novel Applications of Machine Learning Publisher In-Tech Pages 45 - 68

Conference Paper

Year	Title
2019	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018 Pages 185 - 192 Altmetric
2018	A Deep Learning Approach to the Acoustic Condition Monitoring of a Sintering Plant Published In 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings Pages 1803 - 1809 Altmetric
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations Pages 167 - 173 Altmetric
2018	A comparative study of machine learning techniques for the improved prediction of NSCLC survival analysis Published In 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings Pages 1 - 2 Altmetric
2018	Assessing the Risk of Fall in Older People through Turning Test Published In 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings: MeMeA Pages 1 - 6 Altmetric
2018	Quantitative frailty assessment using activity of daily living (ADL) Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018 Pages 269 - 272 Altmetric
2017	Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival Published In IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017) Pages 735 - 739 Altmetric
2017	Modelling dynamic body motion using IMUs positioned on the torso Published In 11th International Conference on Signal Processing and Communication Systems, ICSPCS 2017 - Proceedings Pages 1 - 6 Altmetric
2016	Discovering temporal operational modes in an industrial chemical process and identifying their driving factors with symbolic data mining Published In 14th Australasian Data Mining Conference Canberra (AusDM 2016) Pages 1 - 1
2016	Effects of reintroducing haptic feedback to virtual-reality systems on movement profiles when reaching to virtual targets Published In 11th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2016): Proceedings Pages 319 - 322
2016	Objective clinical functional assessment of breast cancer patients using inertial motion capture Published In IEEE Region 10 Conference (TENCON) Pages 2935 - 2938 Altmetric
2016	Objective fatigue measurement through adaptive neuro-fuzzy inference system Published In 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP) Pages 1 - 6 Altmetric
2016	Revisiting and Extending the X-of-N Decision Tree Approach for Event Based Time Series Analysis Published In 14th Australasian Data Mining Conference Canberra (AusDM 2016) Pages 1 - 8
2015	Impact of age on body postural sway Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 6 Altmetric
2015	A drift detecting anti-divergent EKF for online biodynamic model identification Published In 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS) Pages 1116 - 1121 Altmetric
2015	A promising set of spreading sequences to mitigate MAI effects in MIMO STS systems Published In Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on Pages 1 - 4 Altmetric
2015	Assessment of exercise induced fatigue through motion analysis Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 4 Altmetric
2015	Flow category landslide susceptibility modelling of the Sydney Basin Published In 12th Australia New Zealand Conference on Geomechanics (ANZ 2015): “The Changing Face of the Earth – Geomechanics & Human Influence” Pages 1 - 6
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets during stance Published In 9th Australasian Biomechanics Conference
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: implications for virtual-reality enhanced stroke rehabilitation Published In 10th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2014): Proceedings Pages 325 - 328
2014	Decision tree assisted EKF for vehicle slip angle estimation using inertial motion sensors Published In Neural Networks (IJCNN), 2014 International Joint Conference on Pages 940 - 946 Altmetric
2014	Ultra wideband noise channel measurement using a vector network analyzer Published In Proceeding of the 1st International Conference on Electrical Engineering, Computer Science and Informatics Pages 482 - 487
2013	Ankle injury assessment using inertial 3D data Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 810 - 815 Altmetric
2013	Assessing the Impact of Fatigue on Gait Using Inertial Sensors Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 307 - 312 Altmetric
2013	Displacement profile estimation using low cost inertial motion sensors with applications to sporting and rehabilitation exercises Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 1290 - 1295
2013	Dynamic fingerprint based on human motion and posture Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 716 - 721 Altmetric
2013	Fall risk assessment in older people using inertial sensors Published In Enabling Active Ageing Conference Proceedings: The 12th National Conference of Emerging Researchers in Ageing Pages 56 - 56
2013	Inertial sensing for human motor control symmetry in injury rehabilitation Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 1470 - 1475 Altmetric
2013	Noise robust keyword spotting for user generated video blogs Published In IEEE International Conference on Multimedia and Expo Pages 1 - 6 Altmetric
2013	On the effects of spreading sequences over MIMO systems Published In 7th International Conference on Signal Processing and Communication Systems Pages 1 - 6 Altmetric
2013	Temporal sentiment detection for user generated video product reviews Published In 13th International Symposium on Communications and Information Technologies: Communication and Information Technology for New Life Style Beyond the Cloud, ISCIT 2013 Pages 580 - 584 Altmetric
2013	Variance-wise segmentation for a temporal-adaptive SAX Published In AusDM 2012: Tenth Australasian Data Mining Conference Pages 71 - 78
2012	An Inventory of Landslides within the Sydney Basin to aid the development of a refined Susceptibility Zoning Published In Australian - New Zealand Conference on Geomechanics (ANZ)
2012	An improved template-based approach to keyword spotting applied to the spoken content of user generated video blogs Published In ICME 2012: IEEE International Conference on Multimedia and Expo Pages 723 - 728 Altmetric
2012	Detecting offensive user video blogs: an adaptive keyword spotting approach Published In Third International Conference on Audio, Language and Image Processing Pages 419 - 425 Altmetric
2012	SAX-based decomposition of non-stationary power quality waveforms Published In IEEE 15th International Conference on Harmonics and Quality of Power ICHQP 2012 Pages 829 - 834 Altmetric
2012	Toward human motion search using fingerprinting Published In 2012 International Symposium on Communications and Information Technologies (ISCIT) Pages 1033 - 1038 Altmetric
2012	UltraWideband wireless channel in presence of atmospheric gases and refined engine oil Published In 2012 6th International Conference on Signal Processing and Communication Systems (ICSPCS) Pages 1 - 7 Altmetric
2011	Keyword spotting based on the analysis of template matching distances Published In 5th International Conference on Signal Processing and Telecommunication Systems, ICSPCS'2011 Pages 1 - 6 Altmetric
2011	Limb-based feature description of human motion Published In ICSPCS'2011: 5th International Conference on Signal Processing and Telecommunication Systems Pages 1 - 6 Altmetric
2011	Objective functional capacity assessment using inertial sensor Published In Proceedings 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB) Pages 272 - 277 Altmetric
2010	Clustering of harmonic monitoring data using data mining Published In International Conference on Harmonics and Quality of Power Pages 1 - 6 Altmetric
2010	Fuzzy stability control of robotic manipulator with input delays Published In IEEE Xplore - Robotics and Biomimetics Pages 955 - 960 Altmetric
2009	Autonomous blimp control using reinforcement learning Published In ICCAS-SICE International Joint Conference Pages 1006 - 1011
2009	Control of autonomous airship Published In IEEE International Conference on Robotics and Biomimetics Pages 2457 - 2462 Altmetric
2009	Motion capture in robotics review Published In IEEE International Conference on Control and Automation Pages 1697 - 1702 Altmetric
2009	Q-learning algorithm for navigation control of autonomous blimp Published In Australasian Conference on Robotics and Automation Pages 1 - 7
2008	Application of fuzzy NARX to human gait modelling and identification Published In Australasian Conference on Robotics and Automation Pages 1 - 7
2008	Classification and Explanatory Rules of Harmonic Data Published In Australasian Universities Power Engineering Conference Pages 1 - 5
2008	Determination of the optimal number of clusters in harmonic data classification Published In International Conference on Harmonics and Quality of Power Page p. [6] Altmetric
2008	Mixture Model Segmentation for Gait Recognition Published In Symposium on Learning and Adaptive Behaviour in Robotic Systems Pages 3 - 8 Altmetric
2008	Motion segmentation for humanoid control planning Published In Australasian Conference on Robotics and Automation Page p. [6]
2008	Power quality survey factor analysis using multivariable linear regression (MVLR) Published In International Conference on Harmonics and Quality of Power Page p. [5] Altmetric
2007	Empirical modelling of human gaits for biped robots Published In Australasian Conference on Robotics and Automation Pages 1 - 7
2007	Landslide susceptibility and hazard derived from a landslide inventory using data mining - an Australian case study Published In Landslides and Society. Proceedings of the First North American Conference on Landslides Pages 1 - 10
2007	Landslide susceptibility and landslide hazard zoning in Wollongong Published In 10th Australia New Zealand Conference on Geomechanics 2007 Pages 392 - 397

Investigator On

Year	Title
2014	Intelligent Sensing Bolt Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds
2011	Testing and validating of cumulative posture state chance (CPSC) metrics by UOW Centre for Intelligent Mechatronics Research Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds

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

Orcid Id

http://orcid.org/0000-0003-1219-2794 (pending confirmation)

Web Of Science Researcher Id

P-2622-2015

Scopus Id

7006665151

Top Publications

Year	Title
2015	Recognizing human motions through mixture modeling of inertial data Published in Pattern Recognition
2016	Learning trajectories for robot programming by demonstration using a coordinated mixture of factor analysers Published in IEEE Transactions on Cybernetics
2011	Landslide inventory, susceptibility, frequency and hazard zoning in the Wollongong and wider Sydney basin area Published in Australian Geomechanics Journal
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans
2013	Variance-wise segmentation for a temporal-adaptive SAX
2011	Objective functional capacity assessment using inertial sensor
2009	Motion capture in robotics review

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

Journal Article

Year	Title
2019	Body postural sway analysis in older people with different fall histories Published In Medical and Biological Engineering and Computing Volume 57 Pages 533 - 542 ISSN 0140-0118 Altmetric
2019	Chemotherapy-induced fatigue estimation using hidden Markov model Published In Biocybernetics and Biomedical Engineering Volume 39 Pages 176 - 187 Altmetric
2019	Measurement and Analysis of Ultra wideband Channel Coefficients through Crude Oils in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering Volume 16 Pages 195 - 205 ISSN 1448-837X Altmetric
2019	Quantitative and non-invasive measurement of exercise-induced fatigue Published In Proceedings of the Institution of Mechanical Engineers Part P: Journal of Sports Engineering and Technology Volume 233 Pages 34 - 45 ISSN 1754-3371 Altmetric
2018	Formative assessment to develop oral communication competency using YouTube: self- and peer assessment in engineering Published In European Journal of Engineering Education Volume 43 Pages 538 - 551 ISSN 0304-3797 Altmetric
2018	Measurement and validation of exercise induced fatigue through inertial motion analysis Published In ASME Journal of Engineering and Science in Medical Diagnostics and Therapy Volume 1 Pages 021007-1 - 021007-11 Altmetric
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications Volume 5 Pages 24 - 47 ISSN 1745-3216 Altmetric
2018	The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review Published In Translational Cancer Research Volume 7 Pages 803 - 816 Altmetric
2017	An Event Group Based Classification Framework for Multi-variate Sequential Data Published In Australasian Journal of Information Systems Volume 21 Pages 1 - 22 ISSN 1326-2238
2017	An improved extended active observer for adaptive control of a n−DOF robot manipulator Published In Journal of Intelligent and Robotic Systems: theory and applications Volume 85 Pages 679 - 692 ISSN 0921-0296 Altmetric
2017	Automatic Affect Perception Based on Body Gait and Posture: A Survey Published In International Journal of Social Robotics Volume 9 Pages 617 - 641 ISSN 1875-4791 Altmetric
2017	Objective clinical gait analysis using inertial sensors and six minute walking test Published In Pattern Recognition Volume 63 Pages 246 - 257 ISSN 0031-3203 Altmetric
2017	The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance Published In Health Information Science and Systems Volume 5 Pages 16-1 - 16-11 Altmetric
2016	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: Implications for virtual-reality enhanced stroke rehabilitation Published In Journal of Pain Management Volume 9 Pages 277 - 281
2016	EP-1224: An Australian radiotherapy decision support system with contextual justification Published In Radiotherapy and Oncology Volume 119 Pages S580 - S580 ISSN 1879-0887 Altmetric
2016	Fall Risk Assessment in Older People Published In The International Journal of Engineering and Science Volume 5 Pages 1 - 14 ISSN 2319-1813
2016	Learning trajectories for robot programming by demonstration using a coordinated mixture of factor analysers Published In IEEE Transactions on Cybernetics Volume 46 Pages 706 - 717 ISSN 1083-4419 Altmetric
2016	Measurement of ultra wideband channel coefficient through carbon dioxide in a multipath environment Published In Microwave and Optical Technology Letters Volume 58 Pages 1543 - 1546 ISSN 0895-2477 Altmetric
2016	Position and force tracking for non-linear haptic telemanipulator under varying delays with an improved extended active observer Published In Robotics and Autonomous Systems Volume 75 Pages 145 - 160 ISSN 1872-793X Altmetric
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published In IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans Volume 46 Pages 725 - 739 ISSN 1083-4427 Altmetric
2016	Ultra Wideband Channel Coefficient Measurements for Detecting Methane Gas in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering Volume 13 Pages 195 - 199 ISSN 1448-837X Altmetric
2015	Balance assessment in older people using inertial sensors Published In Journal of Medical and Bioengineering Volume 4 Pages 139 - 144 Altmetric
2015	Consideration of optimal pixel resolution in deriving landslide susceptibility zoning within the Sydney Basin Published In Computers and Geosciences Volume 82 Pages 13 - 22 ISSN 0098-3004 Altmetric
2015	Decoding student satisfaction: how to manage and improve the laboratory experience Published In IEEE Transactions on Education Volume 58 Pages 151 - 1588 ISSN 0018-9359 Altmetric
2015	Improving the laboratory learning experience: a process to train and manage teaching assistants Published In IEEE Transactions on Education Volume 58 Pages 130 - 139 ISSN 0018-9359 Altmetric
2015	Measurement of ultra wideband channel sounding using vector network analyzer Published In Telkomnika Volume 13 Pages 859 - 869 Altmetric
2015	Nonlinear bilateral teleoperation using extended active observer for force estimation and disturbance suppression Published In Robotica Volume 33 Pages 61 - 86 ISSN 0263-5747 Altmetric
2015	Objective clinical functional assessment using inertial motion capture Published In International Journal of Advanced Robotic Systems ISSN 1729-8806
2015	Recognizing human motions through mixture modeling of inertial data Published In Pattern Recognition Volume 48 Pages 2394 - 2406 ISSN 0031-3203 Altmetric
2015	Using online and multimedia resources to enhance the student learning experience in a telecommunications laboratory within an Australian University Published In Australasian Journal of Engineering Education Volume 20 Pages 71 - 80 ISSN 1324-5821 Altmetric
2014	An approach to ultra-wideband channel calibration using a vector network analyser Published In Australian Journal of Electrical and Electronics Engineering Volume 11 Pages 347 - 356 ISSN 1448-837X Altmetric
2014	Application of adaptive controllers in teleoperation systems: a survey Published In IEEE Transactions on Human-Machine Systems Volume 44 Pages 337 - 352 Altmetric
2013	Analysis of nonstationary power-quality waveforms using iterative hilbert huang transform and sax algorithm Published In IEEE Transactions on Power Delivery Volume 28 Pages 2134 - 2144 ISSN 0885-8977 Altmetric
2013	Extended active observer for force estimation and disturbance rejection of robotic manipulators Published In Robotics and Autonomous Systems Volume 61 Pages 1277 - 1287 ISSN 1872-793X Altmetric
2013	Sydney Basin Landslide Susceptibility, NSW, Australia Published In International Journal of Landslide and Environment Volume 1 Pages 71 - 72
2012	Exponential Method for Determining Optimum Number of Clusters in Harmonic Monitoring Data Published In International Journal of Computer and Electrical Engineering Volume 4 Pages 132 - 136 Altmetric
2012	Objective clinical fitness assessment using inertial sensors Published In Procedia Engineering Volume 41 Pages 443 - 449 Altmetric
2012	On the effect of multiple access interference in a space time spreading time hopping PPM UWB system Published In Computers and Electrical Engineering Volume 38 Pages 994 - 1009 ISSN 0045-7906 Altmetric
2011	A hot metal temperature predictor based on hybrid decision tree techniques Published In International Journal of Technology, Knowledge and Society Volume 7 Pages 37 - 48 ISSN 1832-3669
2011	Human motion capture sensors and analysis in robotics Published In Industrial Robot Volume 38 Pages 163 - 171 ISSN 0143-991X Altmetric
2011	Landslide inventory, susceptibility, frequency and hazard zoning in the Wollongong and wider Sydney basin area Published In Australian Geomechanics Journal Volume 46 Pages 41 - 49 ISSN 0818-9110
2011	Landslide susceptibility and landslide hazard zoning in Wollongong Published In Australian Geomechanics Journal Volume 46 Pages 89 - 94 ISSN 0818-9110
2009	Analyzing harmonic monitoring data using supervised and unsupervised learning Published In IEEE Transactions on Power Delivery Volume 24 Pages 293 - 301 ISSN 0885-8977 Altmetric

Chapter

Year	Title
2017	The Effects of Reintroducing Haptic Feedback to Virtual Reality Systems on Movement Profiles When Reaching to Virtual Targets Published In Virtual Reality: Recent Advances for Health and Wellbeing Publisher New York, United States: Nova Science Publishers Pages 41 - 50 ISBN 9781536124545
2016	Landslide inventory and susceptibility zoning across SE Australia Published In Developments in Engineering Geology Publisher Geological Society of London Pages 119 - 133 Altmetric
2015	ArcGIS v.10 Landslide Susceptibility Data Mining add-in tool integrating data mining and GIS techniques to model landslide susceptibility Published In Engineering Geology for Society and Territory - Volume 2 Publisher Springer International Publishing Pages 1191 - 1194 Altmetric
2012	Enhancing multimedia search using human motion Published In Multimedia - A Multidisciplinary Approach to Complex Issues Publisher Intech Pages 161 - 174 Altmetric
2010	Symbolic modelling of dynamic human motions Published In Biosensors Publisher In-Tech Pages 281 - 302
2009	Clustering, classification and explanatory rules from harmonic monitoring data Published In Theory and Novel Applications of Machine Learning Publisher In-Tech Pages 45 - 68

Conference Paper

Year	Title
2019	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018 Pages 185 - 192 Altmetric
2018	A Deep Learning Approach to the Acoustic Condition Monitoring of a Sintering Plant Published In 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings Pages 1803 - 1809 Altmetric
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations Pages 167 - 173 Altmetric
2018	A comparative study of machine learning techniques for the improved prediction of NSCLC survival analysis Published In 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings Pages 1 - 2 Altmetric
2018	Assessing the Risk of Fall in Older People through Turning Test Published In 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings: MeMeA Pages 1 - 6 Altmetric
2018	Quantitative frailty assessment using activity of daily living (ADL) Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018 Pages 269 - 272 Altmetric
2017	Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival Published In IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017) Pages 735 - 739 Altmetric
2017	Modelling dynamic body motion using IMUs positioned on the torso Published In 11th International Conference on Signal Processing and Communication Systems, ICSPCS 2017 - Proceedings Pages 1 - 6 Altmetric
2016	Discovering temporal operational modes in an industrial chemical process and identifying their driving factors with symbolic data mining Published In 14th Australasian Data Mining Conference Canberra (AusDM 2016) Pages 1 - 1
2016	Effects of reintroducing haptic feedback to virtual-reality systems on movement profiles when reaching to virtual targets Published In 11th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2016): Proceedings Pages 319 - 322
2016	Objective clinical functional assessment of breast cancer patients using inertial motion capture Published In IEEE Region 10 Conference (TENCON) Pages 2935 - 2938 Altmetric
2016	Objective fatigue measurement through adaptive neuro-fuzzy inference system Published In 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP) Pages 1 - 6 Altmetric
2016	Revisiting and Extending the X-of-N Decision Tree Approach for Event Based Time Series Analysis Published In 14th Australasian Data Mining Conference Canberra (AusDM 2016) Pages 1 - 8
2015	Impact of age on body postural sway Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 6 Altmetric
2015	A drift detecting anti-divergent EKF for online biodynamic model identification Published In 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS) Pages 1116 - 1121 Altmetric
2015	A promising set of spreading sequences to mitigate MAI effects in MIMO STS systems Published In Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on Pages 1 - 4 Altmetric
2015	Assessment of exercise induced fatigue through motion analysis Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 4 Altmetric
2015	Flow category landslide susceptibility modelling of the Sydney Basin Published In 12th Australia New Zealand Conference on Geomechanics (ANZ 2015): “The Changing Face of the Earth – Geomechanics & Human Influence” Pages 1 - 6
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets during stance Published In 9th Australasian Biomechanics Conference
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: implications for virtual-reality enhanced stroke rehabilitation Published In 10th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2014): Proceedings Pages 325 - 328
2014	Decision tree assisted EKF for vehicle slip angle estimation using inertial motion sensors Published In Neural Networks (IJCNN), 2014 International Joint Conference on Pages 940 - 946 Altmetric
2014	Ultra wideband noise channel measurement using a vector network analyzer Published In Proceeding of the 1st International Conference on Electrical Engineering, Computer Science and Informatics Pages 482 - 487
2013	Ankle injury assessment using inertial 3D data Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 810 - 815 Altmetric
2013	Assessing the Impact of Fatigue on Gait Using Inertial Sensors Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 307 - 312 Altmetric
2013	Displacement profile estimation using low cost inertial motion sensors with applications to sporting and rehabilitation exercises Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 1290 - 1295
2013	Dynamic fingerprint based on human motion and posture Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 716 - 721 Altmetric
2013	Fall risk assessment in older people using inertial sensors Published In Enabling Active Ageing Conference Proceedings: The 12th National Conference of Emerging Researchers in Ageing Pages 56 - 56
2013	Inertial sensing for human motor control symmetry in injury rehabilitation Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 1470 - 1475 Altmetric
2013	Noise robust keyword spotting for user generated video blogs Published In IEEE International Conference on Multimedia and Expo Pages 1 - 6 Altmetric
2013	On the effects of spreading sequences over MIMO systems Published In 7th International Conference on Signal Processing and Communication Systems Pages 1 - 6 Altmetric
2013	Temporal sentiment detection for user generated video product reviews Published In 13th International Symposium on Communications and Information Technologies: Communication and Information Technology for New Life Style Beyond the Cloud, ISCIT 2013 Pages 580 - 584 Altmetric
2013	Variance-wise segmentation for a temporal-adaptive SAX Published In AusDM 2012: Tenth Australasian Data Mining Conference Pages 71 - 78
2012	An Inventory of Landslides within the Sydney Basin to aid the development of a refined Susceptibility Zoning Published In Australian - New Zealand Conference on Geomechanics (ANZ)
2012	An improved template-based approach to keyword spotting applied to the spoken content of user generated video blogs Published In ICME 2012: IEEE International Conference on Multimedia and Expo Pages 723 - 728 Altmetric
2012	Detecting offensive user video blogs: an adaptive keyword spotting approach Published In Third International Conference on Audio, Language and Image Processing Pages 419 - 425 Altmetric
2012	SAX-based decomposition of non-stationary power quality waveforms Published In IEEE 15th International Conference on Harmonics and Quality of Power ICHQP 2012 Pages 829 - 834 Altmetric
2012	Toward human motion search using fingerprinting Published In 2012 International Symposium on Communications and Information Technologies (ISCIT) Pages 1033 - 1038 Altmetric
2012	UltraWideband wireless channel in presence of atmospheric gases and refined engine oil Published In 2012 6th International Conference on Signal Processing and Communication Systems (ICSPCS) Pages 1 - 7 Altmetric
2011	Keyword spotting based on the analysis of template matching distances Published In 5th International Conference on Signal Processing and Telecommunication Systems, ICSPCS'2011 Pages 1 - 6 Altmetric
2011	Limb-based feature description of human motion Published In ICSPCS'2011: 5th International Conference on Signal Processing and Telecommunication Systems Pages 1 - 6 Altmetric
2011	Objective functional capacity assessment using inertial sensor Published In Proceedings 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB) Pages 272 - 277 Altmetric
2010	Clustering of harmonic monitoring data using data mining Published In International Conference on Harmonics and Quality of Power Pages 1 - 6 Altmetric
2010	Fuzzy stability control of robotic manipulator with input delays Published In IEEE Xplore - Robotics and Biomimetics Pages 955 - 960 Altmetric
2009	Autonomous blimp control using reinforcement learning Published In ICCAS-SICE International Joint Conference Pages 1006 - 1011
2009	Control of autonomous airship Published In IEEE International Conference on Robotics and Biomimetics Pages 2457 - 2462 Altmetric
2009	Motion capture in robotics review Published In IEEE International Conference on Control and Automation Pages 1697 - 1702 Altmetric
2009	Q-learning algorithm for navigation control of autonomous blimp Published In Australasian Conference on Robotics and Automation Pages 1 - 7
2008	Application of fuzzy NARX to human gait modelling and identification Published In Australasian Conference on Robotics and Automation Pages 1 - 7
2008	Classification and Explanatory Rules of Harmonic Data Published In Australasian Universities Power Engineering Conference Pages 1 - 5
2008	Determination of the optimal number of clusters in harmonic data classification Published In International Conference on Harmonics and Quality of Power Page p. [6] Altmetric
2008	Mixture Model Segmentation for Gait Recognition Published In Symposium on Learning and Adaptive Behaviour in Robotic Systems Pages 3 - 8 Altmetric
2008	Motion segmentation for humanoid control planning Published In Australasian Conference on Robotics and Automation Page p. [6]
2008	Power quality survey factor analysis using multivariable linear regression (MVLR) Published In International Conference on Harmonics and Quality of Power Page p. [5] Altmetric
2007	Empirical modelling of human gaits for biped robots Published In Australasian Conference on Robotics and Automation Pages 1 - 7
2007	Landslide susceptibility and hazard derived from a landslide inventory using data mining - an Australian case study Published In Landslides and Society. Proceedings of the First North American Conference on Landslides Pages 1 - 10
2007	Landslide susceptibility and landslide hazard zoning in Wollongong Published In 10th Australia New Zealand Conference on Geomechanics 2007 Pages 392 - 397

Investigator On

Year	Title
2014	Intelligent Sensing Bolt Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds
2011	Testing and validating of cumulative posture state chance (CPSC) metrics by UOW Centre for Intelligent Mechatronics Research Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds

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

Orcid Id

http://orcid.org/0000-0003-1219-2794 (pending confirmation)

Web Of Science Researcher Id

P-2622-2015

Scopus Id

7006665151

Stirling, David A. Associate Professor

Senior Lecturer

Overview

Top Publications

Research Overview

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Identity

Orcid Id

Web Of Science Researcher Id

Scopus Id

Overview

Top Publications

Research Overview

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Identity

Orcid Id

Web Of Science Researcher Id

Scopus Id

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