Sang-Heon Lee

Research Interests

Health Information Systems Image Processing Logistics and Supply Chain Management Machine learning

Prof Sang-Heon Lee

Professor

School of Electrical and Mechanical Engineering

College of Engineering and Information Technology

Associate Professor Sang-Heon Lee is currently a Program Director for the Master of Engineering (Engineering Management) program in the STEM Academic unit, located at UniSA’s Mawson Lakes Campus. He has over 20 years of experience in teaching and research in machine vision systems, digital image processing, machine learning, mechatronics and engineering management. He is an inspiring academic who is motivated by student engagement and learning, with a passion for international student education in both onshore and offshore programs). In teaching, he fosters all students with carefully design course materials, focusing on student-centred active learning/peer learning with the clever use of digital learning materials and structured course components. He has published over 130 international journals and conference papers.  To date, he has published over 130 international journals and conference papers and has been a Investigator for several research projects funded by industries and public organizations.
 

  • Decentralised Discrete-Event Systems using finite state automata,
  • Machine vision systems,
  • Green supply chain management,
  • Fuzzy Logic control and Neural Networks,
  • Integrated On-line Robot Control Systems

Date Position Institution name
2025 - 2025 Professor University of South Australia
2019 - 2024 Associate Professor University of South Australia
2002 - 2018 Senior Lecturer (Lecturer) University of South Australia
2000 - 2002 Research Associate University of South Australia
1998 - 1999 Research Assistant Australian Defence Force Academy
1989 - 1990 Passenger Car Engineering Designer Kia Motors
1988 - 1989 Quality Control and Management Engineer Korean Air

Date Institution name Country Title
1994 - 1998 Australian National University Australia Doctor of Philosophy
1992 - 1993 The University of New South Wales Australia Master of Engineering Science
1982 - 1988 Inha University Korea, Republic of Bachelor of Science

Year Citation
2025 Kabir, M. A., Lee, I., & Lee, S. H. (2025). Deep Learning-Based Detection of Aflatoxin B1 Contamination in Almonds Using Hyperspectral Imaging: A Focus on Optimized 3D Inception–ResNet Model. Toxins, 17(4), 15 pages.
DOI Scopus2 WoS1 Europe PMC1
2025 Kabir, M. A., Lee, I., Singh, C. B., Mishra, G., Panda, B. K., & Lee, S. H. (2025). Detection of Mycotoxins in Cereal Grains and Nuts Using Machine Learning Integrated Hyperspectral Imaging: A Review. Toxins, 17(5), 21 pages.
DOI Scopus8 WoS7 Europe PMC3
2025 Kabir, M. A., Lee, I., Singh, C. B., Mishra, G., Panda, B. K., & Lee, S. H. (2025). Aflatoxin B1 contamination level detection in almond kernels through short wave infrared hyperspectral image analysis. Advanced Agrochem, 4(4), 363-372.
DOI Scopus1
2025 Kabir, M. A., Lee, I., Singh, C. B., Mishra, G., Panda, B. K., & Lee, S. H. (2025). Correlation awareness evolutionary sparse hybrid spectral band selection algorithm to detect aflatoxin B1 contaminated almonds using hyperspectral images. Food Chemistry, 476(143381), 10 pages.
DOI Scopus3 WoS2 Europe PMC2
2024 Mishra, G., Panda, B. K., Ramirez, W. A., Jung, H., Singh, C. B., Lee, S. H., & Lee, I. (2024). Detection of aflatoxin contamination in single kernel almonds using multispectral imaging system. Journal of Food Composition and Analysis, 125(105701), 10 pages.
DOI Scopus9 WoS7
2024 Kabir, M. A., Lee, I., Singh, C. B., Mishra, G., Panda, B. K., & Lee, S. H. (2024). Multilayer Perception-Based Hybrid Spectral Band Selection Algorithm for Aflatoxin B1 Detection Using Hyperspectral Imaging. Applied Sciences Switzerland, 14(20), 9313.
DOI Scopus4
2023 Nath, N., Lee, S. H., & Lee, I. (2023). Application of specialized word embeddings and named entity and attribute recognition to the problem of unsupervised automated clinical coding. Computers in Biology and Medicine, 165(107422), 14 pages.
DOI Scopus6 WoS3 Europe PMC4
2022 Nath, N., Lee, S. H., & Lee, I. (2022). NEAR: Named entity and attribute recognition of clinical concepts. Journal of Biomedical Informatics, 130(104092), 13 pages.
DOI Scopus11 WoS8 Europe PMC4
2022 Oh, J. A., Aakyiir, M., Liu, Y., Qiu, A., Meola, T. R., Forson, P., . . . Ma, J. (2022). Durable cement/cellulose nanofiber composites prepared by a facile approach. Cement and Concrete Composites, 125(104321), 1-13.
DOI Scopus37 WoS35
2022 Jung, H. W., Lee, I., Lee, S. H., Morgan, K., Parsons, D., & Donnelley, M. (2022). Mucociliary Transit Assessment Using Automatic Tracking in Phase Contrast X-Ray Images of Live Mouse Nasal Airways. Journal of Medical and Biological Engineering, 42(5), 545-554.
DOI Scopus1 WoS1
2022 Mishra, G., Panda, B. K., Ramirez, W. A., Jung, H., Singh, C. B., Lee, S. H., & Lee, I. (2022). Application of SWIR hyperspectral imaging coupled with chemometrics for rapid and non-destructive prediction of Aflatoxin B1 in single kernel almonds. Lwt, 155(112954), 9 pages.
DOI Scopus49 WoS40
2022 Ariza Ramirez, W., Mishra, G., Panda, B. K., Jung, H. W., Lee, S. H., Lee, I., & Singh, C. B. (2022). Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B1. Computers and Electronics in Agriculture, 198(107078), 9 pages.
DOI Scopus16 WoS13
2022 Panda, B. K., Mishra, G., Ramirez, W. A., Jung, H., Singh, C. B., Lee, S. H., & Lee, I. (2022). Rancidity and moisture estimation in shelled almond kernels using NIR hyperspectral imaging and chemometric analysis. Journal of Food Engineering, 318(110889), 11 pages.
DOI Scopus50 WoS49
2022 Kim, I. S., & Lee, S. H. (2022). A study on the seam tracking system in robotic arc welding process. Journal of Institute of Control, Robotics and Systems, 28(3), 218-224.
DOI
2021 Tham, T. T., Doan, L. T. T., Amer, Y., & Lee, S. H. (2021). An integrated approach for the selection of operation strategy using fuzzy TOPSIS, sensitivity analysis, and MOLP. Journal of Intelligent and Fuzzy Systems, 40(6), 10721-10736.
DOI
2021 Doan, L. T. T., Amer, Y., Lee, S. H., Phuc, P. N. K., & Tran, T. T. (2021). Optimizing a reverse supply chain network for electronic waste under risk and uncertain factors. Applied science, 11(4, article no. 1946), 1-21.
DOI Scopus9
2021 Majewski, P., Al shammari, W., Dudley, M., Jit, J., Lee, S. H., Myoung Kug, K., & Sung Jim, K. (2021). Recycling of solar PV panels- product stewardship and regulatory approaches. Energy Policy, 149(112062), 1-8.
DOI Scopus104
2021 Mishra, G., Panda, B. K., Ramirez, W. A., Jung, H., Singh, C. B., Lee, S. H., & Lee, I. (2021). Research advancements in optical imaging and spectroscopic techniques for nondestructive detection of mold infection and mycotoxins in cereal grains and nuts. Comprehensive Reviews in Food Science and Food Safety, 20(5), 4612-4651.
DOI Scopus45 WoS38 Europe PMC14
2021 Oh, J. A., Zhuge, Y., Araby, S., Wang, R., Yu, H., Fan, W., . . . Ma, J. (2021). Cement nanocomposites containing montmorillonite nanosheets modified with surfactants of various chain lengths. Cement and Concrete Composites, 116(103894), 1-9.
DOI Scopus21 WoS20
2021 Nath, N., Lee, S. -H., McDonnell, M. D., & Lee, I. (2021). The quest for better clinical word vectors: Ontology based and lexical vector augmentation versus clinical contextual embeddings.. Computers in biology and medicine, 134(104433), 11 pages.
DOI Scopus17 WoS9 Europe PMC4
2020 Li, P., Ucgul, M., Lee, S. H., & Saunders, C. (2020). A new approach for the automatic measurement of the angle of repose of granular materials with maximal least square using digital image processing. Computers and Electronics in Agriculture, 172, 1-10.
DOI Scopus36 WoS31
2019 Li, P., Ucgul, M., Lee, S. H., & Saunders, C. (2019). A new method to analyse the soil movement during tillage operations using a novel digital image processing algorithm. Computers and electronics in agriculture, 156, 43-50.
DOI Scopus9 WoS9
2019 Li, P., Lee, S. H., & Park, J. S. (2019). Development of a global batch clustering with gradient descent and initial parameters in colour image classification. IET image processing, 13(1), 161-174.
DOI Scopus10
2019 Doan, L. T. T., Amer, Y., Lee, S. H., & Phuc, P. N. K. (2019). Strategies for e-waste management: a literature review. International Journal of Earth, Energy and Environmental Sciences, 13(13), 157-162.
DOI
2019 Doan, L. T. T., Amer, Y., Lee, S. H., Phuc, N. K., & Dat, L. Q. (2019). A comprehensive reverse supply chain model using an interactive fuzzy approach - a case study on the Vietnamese electronics industry. Applied mathematical modelling, 76, 87-108.
DOI Scopus32
2019 Al Naji, A., Chahl, J., & Lee, S. H. (2019). Cardiopulmonary signal acquisition from different regions using video imaging analysis. Computer methods in biomechanics and biomedical engineering: imaging and visualization, 7(2), 117-131.
DOI Scopus15
2019 Moayyedian, M., Derakhshandeh, J. F., & Lee, S. H. (2019). Optimization of strain measurement procedure based on fuzzy quality evaluation and Taguchi experimental design. SN Applied Sciences, 1(11, article no. 1392), 1-11.
DOI Scopus7
2019 Doan, L. T. T., Amer, Y., Lee, S. H., Phuc, P. N. K., & Dat, L. Q. (2019). E-waste reverse supply chain: a review and future perspectives. Applied sciences (Switzerland), 9(23, article no. 5195), 1-28.
DOI Scopus44
2019 Jung, H. W., Lee, S. H., Donnelley, M., Parsons, D., Stamatescu, V., & Lee, I. (2019). Multiple particle tracking in time-lapse synchrotron X-ray images using discriminative appearance and neighbouring topology learning. Pattern Recognition, 93, 485-497.
DOI Scopus6 WoS3
2018 Liu, H., Lee, S. -H., & Chahl, J. S. (2018). Registration of multispectral 3D points for plant inspection. Precision Agriculture, 19(3), 513-536.
DOI Scopus27 WoS21
2018 Alam, A., Zhang, Y., Kuan, H. C., Lee, S. H., & Ma, J. (2018). Polymer composite hydrogels containing carbon nanomaterials: morphology and mechanical and functional performance. Progress in polymer science, 77, 1-18.
DOI Scopus130
2018 Ucgul, M., Saunders, C., Li, P., & Lee, S. H. (2018). Analyzing the mixing performance of a rotary spader using digital image processing and discrete element modelling (DEM). Computers and electronics in agriculture, 151, 1-10.
DOI Scopus83 WoS65
2018 Linh, D. T. T., Amer, Y., Lee, S. H., & Phuc, P. N. K. (2018). Development of a reverse supply chain model for electronic waste incorporating transportation risk. IPTEK journal of proceedings series, (3), 30-36.
2018 Doan, L. T. T., Amer, Y., Lee, S. H., & Phuc, P. N. K. (2018). Optimizing the total cost of an E-waste reverse supply chain considering transportation risk. Operations and supply chain management: an international journal, 11(3), 151-160.
Scopus12
2018 Al Naji, A., Lee, S. H., & Chahl, J. (2018). An efficient motion magnification system for real-time applications. Machine vision and applications, 29(4), 585-600.
DOI Scopus17
2017 Li, P., Lee, S. H., Hsu, H. Y., & Park, J. S. (2017). Nonlinear fusion of multispectral citrus fruit image data with information contents. Sensors, 17(1 article no. 142), 1-15.
DOI Scopus9 Europe PMC2
2017 Al Naji, A., Lee, S. H., & Chahl, J. (2017). Quality index evaluation of videos based on fuzzy interface system. IET image processing, 11(5), 292-300.
DOI Scopus28
2017 Al Naji, A., Gibson, K., Lee, S. H., & Chahl, J. (2017). Monitoring of cardiorespiratory signal: principles of remote measurements and review of methods. IEEE Access, 5, 15776-15790.
DOI Scopus114
2017 Doan, L. T. T., Amer, Y., Lee, S. H., & Phuc, P. N. K. (2017). Optimizing an E-waste reverse supply chain model while incorporating risk costs. American journal of engineering and applied sciences, 10(4), 949-958.
DOI
2017 Al Naji, A., Gibson, K., Lee, S. H., & Chahl, J. (2017). Real time apnoea monitoring of children using the Microsoft Kinect sensor: a pilot study. Sensors, 17(2,article number 286), 1-15.
DOI Scopus72 Europe PMC26
2017 Liu, H., Lee, S. -H., & Chahl, J. S. (2017). A review of recent sensing technologies to detect invertebrates on crops. Precision Agriculture, 18(4), 635-666.
DOI Scopus58 WoS48 Europe PMC6
2017 Liu, H., Lee, S. -H., & Chahl, J. S. (2017). An evaluation of the contribution of ultraviolet in fused multispectral images for invertebrate detection on green leaves. Precision Agriculture, 18(4), 667-683.
DOI Scopus10 WoS9
2017 Liu, H., Lee, S. -H., & Chahl, J. S. (2017). A multispectral 3-D vision system for invertebrate detection on crops. IEEE Sensors Journal, 17(22), 7502-7515.
DOI Scopus35 WoS25
2017 Liu, H., Lee, S. -H., & Chahl, J. S. (2017). Transformation of a high-dimensional color space for material classification. Journal of the Optical Society of America A, 34(4), 523.
DOI Scopus20 WoS20 Europe PMC8
2017 Jung, H., Sang-Heon, L., Donnelley, M., Parsons, D., & Lee, I. (2017). Automated detection of circular marker particles in synchrotron phase contrast X-ray images of live mouse nasal airways for mucociliary transit assessment. Expert Systems with Applications, 73, 57-68.
DOI Scopus10 WoS8
2016 Fauza, G., Amer, Y., Lee, S. H., & Prasetyo, H. (2016). An integrated single-vendor multi-buyer production-inventory policy for food products incorporating quality degradation. International journal of production economics, 182, 409-417.
DOI Scopus37
2016 Lee, S. H. (2016). Development of concurrent structural decentralised discrete event system using bisimulation concept. Numerical algebra, control and optimization (NACO), 6(3), 305-317.
DOI
2016 Lee, S. H., & Park, J. S. (2016). A synthesis process to arrange the eligibility conditions for the structural decentralised discrete-event systems. International journal of applied engineering research, 11(6), 4554-4562.
2015 Mostafa, S., Lee, S. H., Dumrakc, J., Chileshe, N., & Soltand, H. (2015). Lean thinking for a maintenance process. Production and Manufacturing Research, 3(1), 236-272.
DOI Scopus80
2015 Lee, S., & Park, J. S. (2015). Development of a coordination scheme in the framework of structural decentralized supervisory control of discrete-event system. International journal of applied engineering research, 10(17), 37981-37991.
2015 Park, J. S., Lee, S. H., Lee, M. K., & Kim, I. S. (2015). Simulation Study of Concurrent Structural Decentralised Discrete-Event Systems: Case Study with an Industrial Sized Chemical Batch Plant. International Journal of Innovative Research in Engineering & Management (IJIREM), 2(5), 102-110.
2015 Djafar, W., Amer, Y., & Lee, S. H. (2015). Models and Optimisation Techniques on Long Distribution Network: A Review. Procedia Manufacturing, 2, 519-526.
DOI Scopus4
2015 Fauza, G., Amer, Y., Lee, S. H., & Prasetyo, H. (2015). A Vendor-Buyer Inventory Model for Food Products Based on Shelf-Life Pricing. Operations and Supply Chain Management, an International Journal, 8(2), 67-73.
2014 Sathyan, K., Hsu, H. Y., Lee, S. H., & Gopinath, K. (2014). A bearing cartridge assembly for long-term performance of momentum/reaction wheels used in spacecraft. Tribology in industry, 36(1), 22-32.
2014 Saber, N., Meng, Q., Hsu, H. Y., Lee, S. H., Kuan, H. C., Marney, D., . . . Ma, J. (2014). Smart thin-film piezoelectric composite sensors based on high lead zirconate titanate content. Structural health monitoring, 14(3), 214-227.
DOI Scopus16
2014 Liu, H., Lee, S. H., & Saunders, C. (2014). Development of a machine vision system for weed detection during both of off-season and in-season in broadacre no-tillage cropping lands. American Journal of Agricultural and Biological Sciences, 9(2), 174-193.
DOI Scopus24
2014 Saber, N., Araby, S., Meng, Q., Hsu, H. Y., Yan, C., Azari, S., . . . Yu, S. (2014). Superior piezoelectric composite films: taking advantage of carbon nanomaterials. Nanotechnology, 25(4), 1-11.
DOI Scopus15
2013 Liu, H., Saunders, C., & Lee, S. H. (2013). Development of a proximal machine vision system for off-season weed mapping in broadacre no-tillage fallows. Journal of computer science, 9(12), 1803-1821.
DOI Scopus12
2013 Djafar, W., Amer, Y., & Lee, S. H. (2013). A review on long distribution channel's problems. International journal of materials, mechanics and manufacturing, 1(1), 60-64.
DOI
2013 Fauza, G., Amer, Y., & Lee, S. H. (2013). Model of an Integrated Procurement-Production System for Food Products Incorporating Quality Loss during Storage Time. International journal of materials, mechanics and manufacturing, 1(1), 17-21.
DOI
2013 Yang, L., Xing, K., & Lee, S. H. (2013). A new design approach for PSS conceptual development. Advanced materials research, 605-607, 104-109.
DOI Scopus5
2013 Saber, N., Ju, Y., Hsu, H. Y., & Lee, S. H. (2013). A feasibility study on the application of microwaves for online biofilm monitoring in the pipelines. International journal of pressure vessels and piping, 111-112, 99-105.
DOI Scopus12
2013 Prasetyo, H., & Lee, S. H. (2013). Comment on 'Simultaneous determination of multiproduct batch and full truckload shipment schedules'. International Journal of Production Economics, 405(2), 144-408.
DOI Scopus2
2012 Sathyan, K., Gopinath, K., Lee, S. H., & Hsu, H. Y. (2012). Bearing retainer designs and retainer instability failures in spacecraft moving mechanical systems. Tribology transactions, 55(4), 503-511.
DOI Scopus71 WoS53
2012 Li, P., Lee, S. H., & Hsu, H. Y. (2012). Fusion on citrus image data from cold mirror acquisition systems. International journal of computer vision and image processing, 2(4), 12-26.
DOI
2012 Mohamed, A. Z., Lee, S. H., Hsu, H. Y., & Nath, N. (2012). A faster path planner using accelerated particle swarm optimization. Artificial life and robotics, 17(2), 233-240.
DOI Scopus25
2012 Abu Hassan, Z., Luong, L. H. S., & Lee, S. H. (2012). Integrated production-inventory model in a multi-echelon closed-loop supply chain with product returns. Advanced materials research, 472-475, 3305-3311.
DOI
2011 Li, P., Lee, S. H., & Hsu, H. Y. (2011). Review on fruit harvesting method for potential use of automatic fruit harvesting systems. Procedia engineering, 23, 351-366.
DOI Scopus186
2011 Sathyan, K., Hsu, H. Y., Lee, S. H., & Gopinath, K. (2011). Development of a centrifugal oil lubricator for long-term lubrication of spacecraft attitude control systems-experimental evaluation. Tribology transactions, 54(6), 832-839.
DOI Scopus7 WoS4
2011 Li, P., Lee, S. H., & Hsu, H. Y. (2011). Study on citrus fruit image data separability by segmentation methods. Procedia engineering, 23, 408-416.
DOI Scopus14
2011 Banhazi, T., Tscharke, M., Ferdous, W., Saunders, C., & Lee, S. (2011). Improved image analysis based system to reliably predict the live weight of pigs on farm: preliminary results. Australian journal of multi-disciplinary engineering, 8(2), 107-117.
2011 Sathyan, K., Hsu, H. Y., Lee, S. H., & Gopinath, K. (2011). Development of a centrifugal oil lubricator for long-term lubrication of spacecraft attitude control systems-design and theory. Tribology transactions, 54(5), 770-778.
DOI Scopus7 WoS5
2010 Amer, Y., Luong, L. H. S., Ashraf, M. A., & Lee, S. H. (2010). A systems approach to order fulfillment. International Journal of Operational Research, 9(4), 443-465.
DOI Scopus6
2010 Krishnan, S., Gopinath, K., Hsu, H. Y., & Lee, S. H. (2010). Development of a positive lubrication system for space application. Tribology Online, 5(1), 40-45.
DOI
2010 Sathyan, K., Hsu, H. Y., Lee, S. H., & Gopinath, K. (2010). Long-term lubrication of momentum wheels used in spacecrafts : an overview. Tribology international, 43(1/2), 259-267.
DOI Scopus85 WoS64
2010 Prasetyo, H., Luongand, L., & Lee, S. H. (2010). Integrated vendor-buyer production and inventory policy: A critical review. International Journal of Business and Management Science, 3(2), 215-230.
Scopus4
2009 Amer, Y., Luong, L., & Lee, S. H. (2009). Case study : optimizing order fulfillment in a global retail supply chain. International journal of production economics, 127(2), 278-291.
DOI Scopus32
2008 Krishnan, S., Gopinath, K., Hsu, H. Y., & Lee, S. H. (2008). Development of a lubrication system for momentum wheels used in spacecrafts. Tribology letters, 32(2), 99-107.
DOI Scopus20 WoS13
2008 Amer, Y., Luong, L., Lee, S. H., & Ashraf, M. A. (2008). Optimizing order fulfillment using design for six sigma and fuzzy logic. International journal of management science and engineering management, 3(2), 83-99.
DOI
2007 Amer, Y., Ashraf, M. A., Luong, L. H. S., Lee, S. H., & Wang, Y. C. (2007). A systems approach to order fulfillment using Design for Six Sigma methodology. International Journal of Business and Systems Research, 1(3), 302.
DOI
2005 Ling, D. S. H., Hsu, H. Y., Lin, G. C., & Lee, S. H. (2005). Enhanced image-based coordinate measurement using a super-resolution method. Robotics and computer-integrated manufacturing, 21(6), 579-588.
DOI
2005 Ling, D. S. H., Hsu, H. Y., Lin, G. C. I., & Lee, S. H. (2005). Improving measurement accuracy using image super-resolution. Key Engineering Materials, 295-296, 699-704.
DOI
2004 Lee, S. H., Kim, I. S., & Wong, K. (2004). Task rescheduling using a coordinator in a structural decentralized control of supervisory control systems. International Journal of Precision Engineering and Manufacturing.
2004 Kim, I. S., Son, J. S., Lee, S. H., & Yarlagadda, P. (2004). Optimal design of neural networks for control in robotic arc welding. Robotics and computer-integrated manufacturing, 20(1), 57-63.
DOI
2003 Kim, I. S., Lee, S. H., & Yarlagadda, P. (2003). Comparison of multiple regression and back propagation neural network approaches in modelling top bead height of multipass gas metal arc welds. Science and technology of welding and joining, 8(5), 347-352.
DOI
2002 Lee, S. H., & Wong, K. (2002). Structural decentralised control of concurrent discrete-event systems. European journal of control, 8(5), 477-491.
DOI
2002 Lee, S. H., Kim, I. S., & Katupitiya, J. (2002). A fuzzy-logic controller for an electrically driven steering system for a motorcar. KSME international journal.
2002 Lee, S. H., Mahony, R., & Kim, I. S. (2002). Model Reference Adaptive Control Using Non-Euclidean Gradient Descent. Transactions on Control, Automation and Systems Engineering, 4(4), 330-340.

Year Citation
2024 Kabir, M. A., Lee, I., Mishra, G., Singh, C. B., Panda, B. K., & Lee, S. H. (2024). Quantifying Aflatoxin B1 Contamination Levels in Almonds Using Hyperspectral Imaging Utilizing Gaussian Process and Support Vector Regression. In IEEE Symposium on Wireless Technology and Applications Iswta (pp. 189-194). US: IEEE.
DOI Scopus6
2024 Kabir, M. A., Lee, I., Mishra, G., Panda, B. K., Singh, C. B., & Lee, S. H. (2024). Classification of Aflatoxin B1 Contamination Level Using Hyperspectral Images with Random Forest and QDA. In 9th IEEE Acis International Conference on Big Data Cloud Computing and Data Science Bcd 2024 (pp. 33-38). US: IEEE.
DOI Scopus7
2019 Amer, Y., Doan, L. T. T., Lee, S. H., Phuc, P. N. K., & Tran, D. T. M. (2019). Optimizing a reverse supply chain model using fuzzy mathematical programming. In 2019 International Conference on System Science and Engineering (ICSSE) (pp. 372-378). US: IEEE.
DOI Scopus1
2017 Jung, H., Lee, I., Lee, S., Parsons, D., & Donnelley, M. (2017). Multiple mucociliary transit marker tracking in synchrotron X-ray images using the global nearest neighbor method. In Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC' 17) Vol. 2017 (pp. 1824-1827). Online: IEEE.
DOI Scopus2 WoS3
2015 Liu, H., & Lee, S. (2015). Stitching of video sequences for weed mapping. In 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (pp. 441-444). Online: IEEE.
DOI Scopus4 WoS5
2015 Jung, H. W., Lee, I., & Lee, S. H. (2015). Circular particle detection using sectored ring mask for synchrotron PCXI images. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS Vol. 2015-November (pp. 7889-7892). US: IEEE.
DOI Scopus2 WoS2
2015 Fauza, G., Amer, Y., Lee, S. H., & Prasetyo, H. (2015). An inventory model of production-inventory policy for food products considering quality loss in raw materials. In Industrial Engineering and Engineering Management Vol. 2016-January (pp. 910-914). US: IEEE.
DOI Scopus9 WoS9
2015 Prasetyo, H., Fauza, G., Amer, Y., & Lee, S. H. (2015). Survey on applications of biased-random key genetic algorithms for solving optimization problems. In International Conference on Industrial Engineering and Engineering Management Proceedings Vol. 2016-January (pp. 863-870). US: IEEE.
DOI Scopus24 WoS22
2014 Fauza, G., Amer, Y., Lee, S. H., & Prasetyo, H. (2014). Inventory model for food products considering preservation cost to reduce quality loss. In I. NyomanPujawan, I. Vanany, & I. Baihaqi (Eds.), Proceedings of the 6th International Conference on Operations and Supply Chain Management (OSCM) (pp. 895-901). Indonesia: Institut Teknologi Sepuluh Nopember (ITS).
2014 Fauza, G., Amer, Y., Lee, S. H., & Prasetyo, H. (2014). An integrated production-inventory model for food products based on shelf-life pricing. In I. NyomanPujawan, I. Vanany, & I. Baihaqi (Eds.), Proceedings of the 6th International Conference on Operations and Supply Chain Management (OSCM) (pp. 156-164). Indonesia: Institut Teknologi Sepuluh Nopember (ITS).
2013 Saber, N., Ma, J., Hsu, H. Y., Lee, S. H., & Marney, D. (2013). Effect of surface modification of lead zirconate titanate particles on the properties of piezoelectric composite sensors. In J. Epaarachchi, A. Lau, & J. Leng (Eds.), Proceedings of SPIE - Fourth International Conference on Smart Materials and Nanotechnology in Engineering Vol. 8793 (pp. 1-8). US: SPIE.
DOI Scopus4
2013 Skelton, P. S. M., Creek, A. M., Smith, T. G., Saunders, C., & Lee, S. (2013). Review of autonomous systems and research on autonomy for agricultural vehicles. In 2013 Society for Engineering in Agriculture Conference : innovative agricultural technologies for a sustainable future (pp. 1-9). Barton, ACT: Engineers Australia.
2013 Nath, N., Saunders, C., & Lee, S. H. (2013). Implementing a hybrid bug algorithm using low cost ultrasonic sensors for navigation on free range chicken farms. In 2013 Society for Engineering in Agriculture Conference: innovative agricultural technologies for a sustainable future (pp. 299-305). Barton, ACT: Engineers Australia.
2013 Liu, H., Li, P., Saunders, C., & Lee, S. H. (2013). Development of a green plant image segmentation method of machine vision system for no-tillage fallow weed detection. In 2013 Society for Engineering in Agriculture Conference : innovative agricultural technologies for a sustainable future (pp. 95-108). Barton, ACT: Engineers Australia.
2013 Fauza, G., Amer, Y., & Lee, S. H. (2013). A map of research in inventory models for perishable items from the perspective of supply chain management. In ISBEIA 2013 : IEEE Symposium on Business, Engineering and Industrial Applications (pp. 330-334). US: IEEE.
2012 Lee, S. H., & Haider, A. (2012). A study on product and information based quality management for information quality improvement. In Innovation and sustainable competitive advantage: from regional development to world economies, vols 1-5 Vol. 3 (pp. 1384-1395). US: International Business Information Management Association.
2012 Haider, A., & Lee, S. H. (2012). A critical to quality factors choice : an integrated AHP-QFD model for information quality. In W. Abramowicz, J. Domingue, & K. Węcel (Eds.), Business information systems workshops : BIS 2012 International Workshops and Future Internet Symposium : revised papers Vol. 127 LNBIP (pp. 127-138). Germany: Springer.
DOI Scopus1
2012 Lee, S. H., Hajiabolhasani, Z., Dansie, B., & Lindsay, E. (2012). Development of mechatronic system integration course for senior students in mechatronics engineering at the University of South Australia. In L. Mann, & S. Daniel (Eds.), The profession of engineering education: advancing teaching, research and careers : conference proceedings (pp. 441-450). Australia: The Engineering & Science Education Research group, Swinburne University of Technology.
2012 Lee, S. H., Haider, A., Kim, J. G., & Ku Bahador, K. M. (2012). Information quality assessment in Korean manufacturing organization. In ACIS 2012: location, location, location: proceedings of the 23rd Australasian Conference on Information Systems 2012 (pp. 1-12). Australia: Australasian Conference on Information Systems.
Scopus5
2011 Yang, L., Xing, K., & Lee, S. H. (2011). Life-cycle oriented design model for product-service system development. In Software engineering and service science (ICSESS) (pp. 112-115). US: IEEE.
DOI
2011 Li, P., Lee, S. H., & Hsu, H. Y. (2011). Use of cold mirror system for citrus fruit identification. In Proceedings of the 2011 IEEE international conference on computer science and automation engineering Vol. 2 (pp. 376-381). Piscataway, New Jersey: IEEE.
DOI Scopus6
2011 Prasetyo, H., Luong, L. H. S., & Lee, S. H. (2011). Integrated production-and-delivery cycle model for a three-echelon supply chain system. In Selected, peer reviewed paper from 2011 international conference on mechanical, industrial and manufacturing engineering (MIME 2011) (pp. 69-73). Newark, Delaware: Information Engineering Research Institute.
2011 Li, P. L., Lee, S. H., & Hsu, H. Y. (2011). Study on citrus fruit image using Fisher linear discriminant analysis. In Proceedings of the 2011 IEEE international conference on computer science and automation engineering Vol. 4 (pp. 175-180). Piscataway, New Jersey: IEEE.
DOI Scopus2
2010 Yang, L., Xing, K., & Lee, S. H. (2010). Framework for PSS from service' perspective. In Proceedings of the International MultiConference of Engineers and Computer Scientists 2010, IMECS 2010 (pp. 1656-1661). Hong Kong: International Association of Engineers.
Scopus17
2010 Mohamed, A. Z., Lee, S. H., Aziz, S. M., Hsu, H. Y., & Wahid, M. F. (2010). A proposal on development of intelligent PSO based path planning and image based obstacle avoidance for real multi agents robotics system application. In Proceedings of the 2nd International Conference on Electronic Computer Technology (pp. 128-132). US: IEEE.
DOI Scopus2
2010 Yang, L., Xing, K., & Lee, S. H. (2010). A new conceptual life cycle model for result-oriented product-service system development. In Proceedings of the 2010 IEEE International Conference on Service Operations and Logistics and Informatics (pp. 23-28). Qingdao, China: IEEE.
DOI Scopus26
2010 Krishnan, S., Gopinath, K., Hsu, H. Y., & Lee, S. H. (2010). Long-term Lubrication System for Space Application. In Proceedings of 2010 International Conference on Innovation, Management and Service (pp. 239-244). UK: World Academic Union/Press.
WoS1
2010 Kim, C. H., Lee, K. M., & Lee, S. H. (2010). Development of analytical algorithm for the performance analysis of power train system of an electric vehicle. In J. H. Lee, H. Lee, & J. S. Kim (Eds.), EKC 2009 Proceedings of the EU-Korea Conference on Science and Technology Vol. 135 (pp. 223-233). Germany: Springer.
DOI
2009 Abu Hassan, Z., Luong, L., & Lee, S. H. (2009). Closed-loop supply chains (CLSCs) inventory with product returns: a review on current issues. In C. Soosay, P. O'Neill, & D. Prajogo (Eds.), Proceedings of the 7th ANZAM operations, supply chain and services management symposium (pp. 46-56). Adelaide, South Australia: University of South Australia, School Of Management.
2009 Prasetyo, H., Luong, L. H. S., & Lee, S. H. (2009). Integrated vendor-buyer inventory policy: gap finding and potential research directions. In Proceedings of the 3rd international conference on operations and supply chain management (pp. 1-11). Malaysia: Aimst University.
2009 Banhazi, T. M., Tscharke, M., Ferdous, W. M., Saunders, C., & Lee, S. H. (2009). Using image processing and statistical modelling to achieve improved pig weight predictions. In T. Banhazi, & C. Saunders (Eds.), Agriculture Technologies in a Changing Climate (pp. 1-11). Brisbane, Queensland: Society of Engineering in Agriculture.
2009 Tang, W., Lee, S. H., & Banhazi, T. (2009). Development of an automatic marbling scoring system using digital image processing. In T. Banhazi, & C. Saunders (Eds.), Agriculture technologies in a changing cimate (pp. 1-5). Brisbane, Queensland: Society of Engineering in Agriculture.
2009 Kim, C. H., Lee, K. M., & Lee, S. H. (2009). Development of analytical algorithm for the performance analysis of power train system of an electrical vehicle. In J. H. Lee, & K. Lee (Eds.), Science and Technology Closer to Humanity - Greenness (pp. 1-13). Berkshire, UK: KSEAUK.
2009 Abu Hassan, Z., Luong, L. H. S., Lee, S. H., & Marian, R. M. (2009). Closed-loop supply chains inventory management (CLSCIM) with product returns: a research framework. In Proceedings of the 3rd international conference on operations and supply chain management (pp. 1-8). Malaysia: Aimst University.
2009 Lee, S. H., Smith, E. J., & Eley, V. (2009). Undergraduate and beyond - retaining undergraduates for higher degree research study in the school of AME at UniSA. In C. Kestell, S. Grainger, & J. Cheung (Eds.), Proceedings of the 20th annual conference for the Australiasian association for engineering education (pp. 674-677). Adelaide, South Australia: University of Adelaide.
2009 Prasetyo, H., Luong, L. H. S., Lee, S. H., & Marian, R. M. (2009). Multi-products and multi-echelons production and inventory policy: a research framework. In Proceedings of the 3rd international conference on operations and supply chain management (pp. 1-editor). Malaysia: Aimst University.
2009 Mohamed, A. Z., Lee, S. H., & Hsu, H. Y. (2009). Development of a multi-agent robot system for surveillance purpose using swarm intelligence: a review and proposal. In Proceedings of the 7th international conference on robotics, vision, signal processing and power applications (pp. 1-8). Malaysia: University of Sains.
2009 Li, P., Lee, S. H., & Lee, M. K. (2009). An application of self organizing map scheme of neural network on plant segmentation. In T. Banhazi, & C. Saunders (Eds.), The 2009 CIGR Internaitonal Symposium of the Australian Society for Engineering in Agriculture (pp. 1-7). Brisbane, Australia: SAEG.
2007 Amer, Y., Luong, L. H. S., Lee, S. H., Wang, Y. C., Ashraf, M. A., & Qureshi, Z. H. (2007). Implementing Design for Six Sigma to Supply Chain Design. In H. Helander, & M. M (Eds.), The IEEE International Conference on Industrial Engineering and Engineering Management 2007 (pp. 1517-1521). USA: IEEE.
DOI
2007 Amer, Y., Luong, L. H. S., Ashraf, M. A., Lee, S. H., & Wang, Y. C. (2007). A systems approach to order fulfillment using Design for six Sigma and fuzzy logic methodology. In 2007 Proceedings of the Annual International Symposium on Supply Chain Management. Toronto, Canada: MeRC/PMAC/ORNEC 2007.
2006 Amer, Y., Luong, L. H. S., Lee, S. H., & Wang, Y. C. (2006). Integrated performance measurement for supply chain management. In Integrating global organizations conference: the role of performance measurement systems. N/A.
2006 Golzarian, M. R., Lee, S. H., & Desbiolles, J. M. A. (2006). Evaluation of different automatic color analysis techniques to segment plants from the background (a review). In IMLF 2006 Future Global Manufacturing: International Manufacturing Leaders Forum.. Taipe, Taiwan.
2005 Mohd. Lair, N. A., Luong, L. H. S., Marian, R. M., & Lee, S. H. (2005). Supply chain management strategic planning : A review. In Proceedings of the 1st International Conference on Operations and Supply Chain Management. Indonesia: Sepulah Nopember Institute of Technology.
2003 Ling, D. S. H., Hsu, H. Y., Lee, S. H., & Lin, G. C. (2003). Super-resolution image defined by convex constraints. In Y. Liao (Ed.), Proceedings of the 7th International Conference on Mechatronics Technology. Taiwan: National Taiwan University.
2003 Ling, D. S. H., Hsu, H. Y., Lee, S. H., & Lin, G. C. (2003). Tikhonov regularization with generalized cross-validation on discrete ill-posed image super-resolution reconstruction. In Y. Liao (Ed.), Proceedings of the 7th International Conference on Mechatronics Technology. Taiwan: National Taiwan University.
2002 Sexton, C. L., Lin, G. C., & Lee, S. H. (2002). Cartesian vs polar machining techniques for a robotic prototyping system. In M. Salem (Ed.), 2002 Seventh International Pacific Conference on Manufacturing & Management. North Bangkok: King Mongkuts Institute of Technology.
2002 Lin, G. C., Huang, H. K., & Lee, S. H. (2002). Multi-axis prototyping with a dual-robot system. In Y. Yan (Ed.), Proceedings of the Second International Conference on Rapid Prototyping and Manufacturing 2002, Beijing. Beijing: Tsinghua University Press.
2002 Ling, D. S. H., Lin, G. C., Lee, S. H., & Wahyudi, H. (2002). Implementation of machine vision in auto-calibrating robot system. In W. Sullivan, M. Ahmad, D. Fichtner, W. Sauer, G. Weigert, & T. Zerna (Eds.), Proceedings of the 12th International Conference on Flexible Automation and Intelligent Manufacturing. Germany.
2002 Sexton, C. L., Lin, G. C., Lee, S. H., Nagalingam, S., James, I., & Godfrey, D. (2002). Development of a flexible gripping system part II - A case study on the development of a flexible gripping system for sheet metal bending operations. In Proceedings of the 12th International Conference on Flexible Automation and Intelligent Manufacturing. Germany: Oldenbourg Industrieverlag GmbH.
2002 Ling, D. S. H., Lin, G. C., & Lee, S. H. (2002). Precision Measurement using Vision Systems in Automated Manufacturing. In International Symposium on Precision Mechanical Measurements (Preliminary Program of ISIST). Heilongjiang China: Harbin Institute Technology Publishers.
2002 Lee, S. H., Kim, I. S., & Wong, K. (2002). Task rescheduling using a coordinator in a structural decentralised control of discrete-event systems. In Data and Information fusion symposium, signal processing and communications symposium, and decision and control symposium - Information, Decision and Control 2002 (pp. 223-228). IEEE.
DOI
2002 Sexton, C. L., Lin, G. C., Lee, S. H., & Nagalingam, S. (2002). Development of a flexible gripping system part 1- Guidelines for flexible gripper design. In Proceedings of the 12th International Conference on Flexible Automation and Intelligent Manufacturing. Germany: Oldenbourg Industrieverlag GmbH.
2002 Sexton, C. L., Lee, S. H., & Lin, G. C. (2002). On the development of a flexible gripper design. In Y. C. Chou, A. Chen, & F. C. Yang (Eds.), The Fourth Asia-Pacific Conference on Industrial Engineering and Management Systems. Taiwan: National Taiwan University.
2002 Lee, S. H., Chuang, P. C., & Lin, G. C. (2002). Development of virtual prototyping for the dual robot prototyping system. In P. Spiridonov, & S. Nagalingam (Eds.), International Manufacturing Leaders Forum: Leadership of the Future in Manufacturing. South Australia.
2002 Sexton, C. L., Lin, G. C., & Lee, S. H. (2002). Development of a simulation for a rapid rototyping robot/CNC machining system. In Qing hua da xue xue bao. Zi ran ke xue ban = Journal of Tsinghua University. Beijing: Qing hua da xue chu ban she.
2002 Lee, Y., Lin, G. C., & Lee, S. H. (2002). Development of measurement system package for 3D large objects using integrated vision system. In International Symposium on Precision Mechanical Measurements (Preliminary Program of ISIST). Harbin Cina: Harbin Institute Technology Publishers.
2002 Ling, D. S. H., Lin, G. C., & Lee, S. H. (2002). Robot pose compensation using machine vision. In M. Salem (Ed.), 2002 Seventh International Pacific Conference on Manufacturing & Management. North Bangkok: King Mongkuts Institute of Technology.
2001 Kim, I. S., Park, C. E., Cha, Y. H., Sung, B. S., Son, J. S., Jeong, Y. J., . . . Lee, S. H. (2001). An Intelligent Algorithm for Prediction of Bead Height in Robotic GMA Welding. In C. Smallbone (Ed.), WTIA 49th Annual Conference 'Challenges for innovation in the new millennium'. Sydney: Welding Technology Institute of Australia.

  • Intex Holdings Pty Ltd Scholarship, Intex Holdings Pty Ltd, 11/10/2023 - 03/09/2028

  • Intex Holdings Pty Ltd Scholarship, Intex Holdings Pty Ltd, 02/02/2024 - 02/02/2028

Courses I teach

  • MFET 4015 Machine Learning and Vision Systems (2025)
  • MFET 5024 Operations Management Systems (2025)
  • MFET 5040 Project Planning and Control (2025)
  • MFET 4015 Machine Learning and Vision Systems (2024)
  • MFET 5024 Operations Management Systems (2024)
  • MFET 5040 Project Planning and Control (2024)

Programs I'm associated with

  • LMEB - Master of Engineering

Connect With Me

External Profiles

Other Links