Associate Professor Ivan Lee

Associate Professor UniSA STEM

Mawson Lakes Campus (D3-17)
tel +61 8 830 23051

email Ivan.Lee@unisa.edu.au

Available for media comment
Research Degree Supervisor

About me

Ivan Lee received BEng, MCom, MER, and PhD degrees from the University of Sydney, Australia. He was a software development engineer at Cisco Systems, a software engineer at Remotek Corporation, and an Assistant Professor Ryerson University. Since 2008, he has been with the University of South Australia. He is a REDI Fellow in 2022/2023. His research interests include intelligent sensor, multimedia system, and data analytics. He has served as a Chief Investigator of 28 funded projects (15 as sole/lead investigator), include 4 national competitive grants (3 as sole/lead investigator) from Australia and from Canada. His research findings are disseminated in 150+ publications, including IEEE TIP/TMM/TCSVT/TII/TNNLS/TVT, and Advanced Functional ... Read more

UniSA STEM

Harnessing connections across science, technology, engineering and mathematics, UniSA STEM creates innovative solutions and groundbreaking developments across teaching, learning and research.

Tweets by @UniversitySA

Research

Highlights

Slides for my projects on Intelligent Sensors, Multimedia Systems, and Data Analytics

Research

Projects

Excludes commercial-in-confidence projects.

Development of methods to quantify root distribution, length and biomass using a machine learning approach based on X-ray tomography of intact field soil cores, Grains Research and Development Corporation, 17/03/2023 - 30/09/2025
Biology and management of snails and slugs in grain crops, Grains Research and Development Corporation, 15/03/2017 - 29/05/2020
Int Policing: Entity Linking & Resolution, D2D CRC Limited, 01/01/2016 - 31/12/2019
CERA 329 DeepRay Glider Robust Autonomy, Cwth Dept of Defence, 24/03/2017 - 31/05/2019
Stage 4 - Economic Complexity Analysis, SA Dept of Innovation and Skills (formerly DSD), 01/06/2016 - 30/06/2017
Multi-object visual detection, tracking and classification algorithms, Defence Science & Technology Organisation - Business & Commercialisation Office, 15/02/2013 - 31/12/2016
An Economic Complexity analysis of Australia's states, SA Dept for Innovation and Skills, 26/06/2014 - 30/09/2015

Other projects

Total research income: over AUD 5.5M

2023-2026, "Developing a machine learning approach to facilitate the analysis of soil-root interactions based on X-ray tomography of intact field soil cores", Grains Research and Development Corporation

2022-2023, "Tomato production forecast with embedded imaging system and machine learning", P’Petual Holdings

2022-2023, "OCT image feature extraction and eye tracking for automatic transscleral SLT treatment", MTPConnect

2021-2022, "Medication chart system for nursing home", Eubpo Pty Ltd

2019-2022, "Computer vision for marine creature classification and analysis", Fujian Donghai Oceanography Institute

2019-2021, "Development of a Machine Vision System for Automated Grading of Almonds", Surenut Pty Ltd and CRCp

2019-2020, "Wearable sensors for improving occupational health and safety of workers in the forestry industry: a pilot prototype for harvesting and processing operations", Forest and Wood Products Australia

2019, "Underwater robot accessories and computer server", ITEE Divisional Equipment Grant Scheme, UniSA

2018, "City Economic Complexity Analytical System Development", Harbin Institute of Technology,

2017-2018, "Finding the Operational Limits of Spherical Vision for Enhanced Battlefield Awareness", Army Research Scheme

2017-2019, "CERA 329 DeepRay Glider Robust Autonomy"

2017-2020, "Biology and management of snails and slugs in grain crops", Grains Research and Development Corporation

2016-2017, "Novel Sensors to Monitor Conveyor Belt Rolls", RTIS Seed Funding, UniSA

2016-2017, "Stage 4 - Economic Complexity Analysis", Department of State Development

2016-2019, "Int Policing: Entity Linking & Resolution", D2D CRC

2015-2019, "Beat the News - Building Classification and Prediction system for Civil Unrest Events", D2D CRC

2015, "Next generation non-invasive airway surface health assessment: Combined surface hydration and mucus clearance analysis for cystic fibrosis treatment development", Women’s and Children’s Hospital (WCH) foundation research project grant

2015, "An Economic Complexity analysis of Australia's states - Stage 2", Department of State Development

2014-2015, "An Economic Complexity analysis of Australia's states", Department for Manufacturing, Innovation, Trade, Resources and Energy

2013-2016, "Multi-object visual detection, tracking and classification algorithms", DSTO

2012-2013, "Ambient Intelligence for Assisted Elderly Independent Living in Smart Homes", UniSA New Themes and New Research Directions ITEE Funding Scheme

2011-2013, "Corrosion sensors (ID4200)", CIEAM CRC

2010-2013, "2300 - commercialisation of integrated end-user customisable sensing systems", CIEAM CRC

2010-2011, "C1-43 Laser Projection System for Work Cells", GM Holden and AutoCRC

Research

Outputs

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID, ResearcherID or Scopus

Open access indicates that an output is open access.

Chapters

Year	Output
2011	Zhou, J, Lee, I, Thomas, BH, Sansome, A & Menassa, R 2011, 'Facilitating collaboration with laser projector-based spatial augmented reality in industrial applications', in Leila Alem & Weidong Huang (eds), Recent trends of mobile collaborative augmented reality systems, Springer, US, ch. 13, pp. 161-173. 4
2009	Lee, I 2009, 'A scalable P2P video streaming framework', in A Hassanien (ed.), Pervasive Computing : Innovations in intelligent multimedia and applications, Springer, UK, pp. 341-363.

Journal Articles

Year	Output
2023	Chen, S, Zhang, Q, Dong, X, Tao, X, Li, K, Qiu, T & Lee, I 2023, 'Sublessor: a cost-saving internet transit mechanism for cooperative MEC providers in Industrial Internet of Things', IEEE Transactions on Industrial Informatics, online, pp. 1-12.
2023	Elseady, AA, Lee, I, Zhuge, Y, Ma, X, Chow, CW & Gorjian, N 2023, 'Piezoresistivity and AC impedance spectroscopy of cement-based sensors: basic concepts, interpretation, and perspective', Materials, vol. 16, no. 2, article no. 768, pp. 1-29. Open access 1
2023	Kong, F, Pu, Y, Lee, I, Nie, R, Zhao, Z, Xu, D, Qian, W & Liang, H 2023, 'Unpaired artistic portrait style transfer via asymmetric double-stream GAN', IEEE Transactions on Neural Networks and Learning Systems, online, pp. 1-13.
2023	Liu, F, Tian, C, Wang, J, Jin, Y, Cui, L & Lee, I 2023, 'STAB-GCN: a spatio-temporal attention-based graph convolutional network for group activity recognition', Mathematics, vol. 11, no. 14, article no.3074, pp.1-13. Open access
2023	Ma, S, Gong, M, Qi, G, Tie, Y, Lee, I, Li, B & Jin, C 2023, 'Guest editorial: special issue on media convergence and intelligent technology in the metaverse', The Institution of Engineering and Technology, vol.8, no.2 , pp. 285-287. Open access
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, vol. 165, article no. 107422, pp. 1-14. Open access
2023	Ren, J, Xia, F, Lee, I, Hoshyar, AN & Aggarwal, C 2023, 'Graph learning for anomaly analytics: algorithms, applications, and challenges', ACM Transactions on Intelligent Systems and Technology, vol. 14, no. 2, article no. 28, pp. 1-29. 3 1
2023	Termritthikun, C, Jamtsho, Y, Muneesawang, P, Zhao, J & Lee, I 2023, 'Evolutionary neural architecture search based on efficient CNN models population for image classification', Multimedia Tools and Applications, vol. 82, no. 16, pp. 1-27,. 1
2023	Termritthikun, C, Umer, A, Suwanwimolkul, S, Xia, F & Lee, I 2023, 'Explainable knowledge distillation for on-device chest x-ray classification', IEEE/ACM Transactions on Computational Biology and Bioinformatics, online, pp. 1-12. 1
2023	Zhao, J, Wang, G, Pan, JS, Fan, T & Lee, I 2023, 'Density peaks clustering algorithm based on fuzzy and weighted shared neighbor for uneven density datasets', Pattern Recognition, vol. 139, article no. 109406, pp. 1-15. 2
2022	Ariza Ramirez, W, Mishra, G, Panda, BK, Jung, HW, Lee, SH, Lee, I & Singh, CB 2022, 'Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B₁', Computers and Electronics in Agriculture, vol. 198, article no. 107078, pp. 1-9. 3 2 1
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, vol. 42, no. 5, pp. 545-554. Open access 1 1
2022	Mishra, G, Panda, BK, Ramirez, WA, Jung, H, Singh, CB, 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: Food Science and Technology, vol. 155, article no. 112954, pp. 1-9. Open access 16 12
2022	Nath, N, Lee, SH & Lee, I 2022, 'NEAR: Named entity and attribute recognition of clinical concepts', Journal of Biomedical Informatics, vol. 130, article no. 104092, pp. 1-13. Open access 1 3
2022	Panda, BK, Mishra, G, Ramirez, WA, Jung, H, Singh, CB, Lee, SH & Lee, I 2022, 'Rancidity and moisture estimation in shelled almond kernels using NIR hyperspectral imaging and chemometric analysis', Journal of Food Engineering, vol. 318, article no. 110889, pp. 1-11. Open access 14 13 1
2022	Umer, A, Termritthikun, C, Qiu, T, Leong, PHW & Lee, I 2022, 'On-device saliency prediction based on Pseudo Knowledge Distillation', IEEE Transactions on Industrial Informatics, vol. 18, no. 9, pp. 6317-6325. Open access 8 3
2022	Xia, F, Yu, S, Liu, C, Li, J & Lee, I 2022, 'CHIEF: Clustering with higher-order motifs in big networks', IEEE Transactions on Network Science and Engineering, vol. 9, no. 3, pp. 990-1005. 13 14
2022	Yu, S, Alqahtani, F, Tolba, A, Lee, I, Jia, T & Xia, F 2022, 'Collaborative team recognition: a core plus extension structure', Journal of Informetrics, vol. 16, no. 4, pp. 1-20. 1
2022	Yu, S, He, S, Cai, Z, Lee, I, Naseriparsa, M & Xia, F 2022, 'Exploring public sentiment during COVID-19: a cross country analysis', IEEE Transactions on Computational Social Systems, online, pp. 1-12. 3 1
2022	Zhao, J, Chen, D, Xiao, R, Cui, Z, Wang, H & Lee, I 2022, 'Multi-strategy ensemble firefly algorithm with equilibrium of convergence and diversity', Applied Soft Computing, vol. 123, article no. 108938, pp. 1-14. 15 8
2021	Bai, X, Zhang, F, Li, J, Xu, Z, Patoli, Z & Lee, I 2021, 'Quantifying scientific collaboration impact by exploiting collaboration-citation network', Scientometrics, vol. 126, pp. 7993-8008. Open access 6 5
2021	Kong, X, Li, J, Wang, L, Shen, G, Sun, Y & Lee, I 2021, 'Recurrent-DC: a deep representation clustering model for university profiling based on academic graph', Future Generation Computer Systems: The International Journal of Grid Computing and Escience, vol. 116, pp. 156-167. 4 4
2021	Lee, I & Tie, Y 2021, 'Fitness and research complexity among research-active universities in the world', IEEE Transactions on Emerging Topics in Computing, vol. 9, no. 1, article no. 8408536, pp. 293-301. 1 2
2021	Liu, J, Nie, H, Li, S, Chen, X, Cao, H, Ren, J, Lee, I & Xia, F 2021, 'Tracing the pace of COVID-19 research: topic modeling and evolution', Big Data Research, vol. 25, pp. 1-10. 14 10
2021	Lv, L, Wang, J, Wu, R, Wang, H & Lee, I 2021, 'Density peaks clustering based on geodetic distance and dynamic neighbourhood', International Journal of Bio-Inspired Computation, vol. 17, no. 1, pp. 24-33. Open access 7 3
2021	Mishra, G, Panda, BK, Ramirez, WA, Jung, H, Singh, CB, Lee, SH & 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, vol. 20, no. 5, pp. 4612-4651. Open access 21 19 2
2021	Nath, N, Lee, S-H, McDonnell, M & 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, vol. 134, article no. 104433, pp. 1-11. 10 2 1
2021	Termritthikun, C, Jamtsho, Y, Ieamsaard, J, Muneesawang, P & Lee, I 2021, 'EEEA-Net: an early exit evolutionary neural architecture search', Engineering Applications of Artificial Intelligence, vol. 104, article no. 104397, pp. 1-17. 23 16 2
2021	Wan, L, Sun, Y, Lee, I, Zhao, W & Xia, F 2021, 'Industrial pollution areas detection and location via satellite-based IIoT', IEEE Transactions on Industrial Informatics, vol. 17, no. 3, article no. 9088959, pp. 1785-1794. 11 8
2021	Yu, S, Xia, F, Sun, Y, Tang, T, Yan, X & Lee, I 2021, 'Detecting outlier patterns with query-based artificially generated searching conditions', IEEE Transactions on Computational Social Systems, vol. 8, no. 1, pp. 134-147. Open access 13 12
2020	Bai, X, Pan, H, Hou, J, Guo, T, Lee, I & Xia, F 2020, 'Quantifying success in science: an overview', IEEE Access, vol. 8, article no. 9134748, pp. 123200-123214. Open access 8 7
2020	Bai, X, Zhang, F, Ni, J, Shi, L & Lee, I 2020, 'Measure the impact of institution and paper via institution-citation network', IEEE Access, vol. 8, pp. 17548-17555. Open access 10 8
2020	Lee, I & Lin, RFY 2020, 'Economic complexity of the city cluster in Guangdong-Hong Kong-Macao Greater Bay Area, China', Sustainability, vol. 12, no. 14, article no. 5639, pp. 1-14. Open access 11 9 1
2020	Qiu, A, Aakyiir, M, Wang, R, Yang, Z, Umer, A, Lee, I, Hsu, H-Y & Ma, J 2020, 'Stretchable and calibratable graphene sensors for accurate strain measurement', Materials Advances, vol. 1, no. 2, pp. 235-243. Open access 18
2020	Qiu, T, Li, B, Zhou, X, Song, H, Lee, I & Lloret, J 2020, 'A Novel Shortcut Addition Algorithm with Particle Swarm for Multisink Internet of Things', IEEE Transactions on Industrial Informatics, vo. 16, no. 5, pp. 3566-3577. 28 21 3
2020	Wang, J, Lv, L, Wu, R, Fan, T & Lee, I 2020, 'Cosine kernel based density peaks clustering algorithm', International Journal of Computing Science and Mathematics, vol. 12, no. 1, pp. 1-20. 3 2
2020	Wang, S, Guo, X, Tie, Y, Lee, I, Qi, L & Guan, L 2020, 'Weighted hybrid fusion with rank consistency', Pattern Recognition Letters, vol. 138, pp. 329-335. 2 1
2020	Zhao, J, Chen, W, Ye, J, Wang, H, Sun, H & Lee, I 2020, 'Firefly algorithm based on level-based attracting and variable step size', IEEE Access, vol. 8, article no. 9040563, pp. 58700-58716. Open access 16 13
2019	Bai, X, Wang, M, Lee, I, Yang, Z, Kong, X & Xia, F 2019, 'Scientific paper recommendation: a survey', IEEE Access, vol. 7, Article number 8598708 pp. 9324-9339. Open access 110 71 1
2019	Bai, X, Zhang, F & Lee, I 2019, 'Predicting the citations of scholarly paper', Journal of Informetrics, vol. 13, no. 1, pp. 407-418. Open access 78 59 52
2019	Cai, L, Tian, J, Liu, J, Bai, X, Lee, I, Kong, X & Xia, F 2019, 'Scholarly impact assessment: a survey of citation weighting solutions', Scientometrics, vol. 118, no. 2, pp. 453-478. 30 24 1
2019	Cai, Z, Lee, I, Chu, S-C & Huang, X 2019, 'SimSim: a service discovery method preserving content similarity and spatial similarity in P2P mobile cloud', Journal of Grid Computing, vol. 17, no. 1, pp. 79-95. Open access 8 7
2019	Hou, J, Pan, H, Guo, T, Lee, I, Kong, X & Xia, F 2019, 'Prediction methods and applications in the science of science: A survey', Computer Science Review, vol. 34, article no. 100197, pp. 1-12. Open access 20 14
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, vol. 93, pp. 485-497. Open access 6 3
2019	Liu, J, Kong, X, Zhou, X, Wang, L, Zhang, D, Lee, I, Xu, B & Xia, F 2019, 'Data mining and information retrieval in the 21st century: a bibliographic review', Computer Science Review, vol. 34, article no. 100193, pp. 1-13. 32 20 1
2019	Liu, J, Tian, J, Kong, X, Lee, I & Xia, F 2019, 'Two decades of information systems: a bibliometric review', Scientometrics, vol. 118, no. 2, pp. 617-643. 29 22
2019	Qiu, A, Li, P, Yang, Z, Yao, Y, Lee, I & Ma, J 2019, 'A path beyond metal and silicon: polymer/nanomaterial composites for stretchable strain sensors', Advanced Functional Materials, vol. 29, no. 17, article no. 1806306, pp. 1-21. Open access 127 115 6
2019	Ren, J, Wang, L, Wang, K, Yu, S, Hou, M, Lee, I, Kong, X & Xia, F 2019, 'API: an index for quantifying a scholar's academic potential', IEEE Access, vol. 7, article no 8930550, pp. 178675-178684. Open access 9 6
2019	Shi, G, Liu, T, Kopecki, Z, Cowin, A, Lee, I, Pai, J-H, Lowe, SE & Zhong, YL 2019, 'A multifunctional wearable device with fraphene/ailver nanowire nanocomposite for highly sensitive strain sensing and drug delivery', Journal of Carbon Research, vol. 5, no. 2, article no. 17, pp. 1-16. Open access 21 13
2019	Yu, S, Bedru, HD, Lee, I & Xia, F 2019, 'Science of Scientific Team Science: A survey', Computer Science Review, vol. 31, pp. 72-83. 19 16
2019	Zhang, F, Bai, X & Lee, I 2019, 'Author Impact: Evaluations, Predictions, and Challenges', IEEE Access, vol. 7, pp. 38657-38669. Open access 13 7 2
2018	Bai, X, Zhang, F, Hou, J, Lee, I, Kong, X, Tolba, A & Xia, F 2018, 'Quantifying the impact of scholarly papers based on higher-order weighted citations', PLoS One, vol. 13, no. 3, article no. e0193192, pp. 1-17. Open access 18 17 1
2018	Liu, J, Kong, X, Xia, F, Bai, X, Wang, L, Qing, Q & Lee, I 2018, 'Artificial Intelligence in the 21st Century', IEEE Access, vol. 6, pp. 34403-34421. Open access 116 76 2
2018	Reynolds, C, Agrawal, M, Lee, I, Zhan, C, Li, J, Taylor, P, Mares, T, Morison, J, Angelakis, N & Roos, G 2018, 'A sub-national economic complexity analysis of Australia's states and territories', Regional Studies, vol. 52, no. 5, pp. 715–726. Open access 34 28 4
2018	Wang, S, Guo, X, Tie, Y, Lee, I, Qi, L & Guan, L 2018, 'Graph-based safe support vector machine for multiple classes', IEEE Access, vol. 6, pp. 28097-28107. Open access 11 10
2018	Wang, Z, Cai, J, Guo, W, Donnelley, M, Parsons, D & Lee, I 2018, 'Backprojection Wiener deconvolution for computed tomographic reconstruction', PLoS One, vol. 13, no. 12, article no. e0207907, pp. 1-22. Open access 2 2 1
2017	Bai, X, Lee, I, Ning, Z, Tolba, A & Xia, F 2017, 'The role of positive and negative citations in scientific evaluation', IEEE Access, vol. 5, pp. 17607-17617. Open access 28 27
2017	Bai, X, Liu, H, Zhang, F, Ning, Z, Kong, X, Lee, I & Xia, F 2017, 'An overview on evaluating and predicting scholarly article impact', Information (Basel), vol. 8, no. 3, article no. 73, pp. 1-14. Open access 38 28 8
2017	Jung, H, Lee, S-H, 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, vol. 73, pp. 57-68. 10 8 1
2017	Liu, H, Liu, L, Le, TD, Lee, I, Sun, S & Li, J 2017, 'Nonparametric sparse matrix decomposition for cross-view dimensionality reduction', IEEE Transactions on Multimedia, vol. 19, no. 8, article no. 7879190, pp. 1848-1859. 17 16
2017	Ning, Z, Liu, L, Xia, F, Jedari, B, Lee, I & Zhang, W 2017, 'CAIS: a copy adjustable incentive scheme in community-based socially-aware networking', IEEE Transactions on Vehicular Technology, vol. 66, no. 4, pp. 3406-3419. 104 101
2017	Qiu, T, Qiao, R, Han, M, Sangaiah, AK & Lee, I 2017, 'A lifetime-enhanced data collecting scheme for the internet of things', IEEE Communications Magazine, vol. 55, no. 11, pp. 132-137. 49 46
2017	Sleep, SR, Dadej, A & Lee, I 2017, 'Representing arbitrary sensor observations for target tracking in wireless sensor networks', Computers and Electrical Engineering, vol. 64, pp. 354-364. Open access 3 2
2017	Wong, SC, Stamatescu, V, Gatt, A, Kearney, D, Lee, I & McDonnell, MD 2017, 'Track everything: limiting prior knowledge in online multi-object recognition', IEEE Transactions on Image Processing, vol. 26, no. 10, pp. 4669-4683. Open access 23 16 2
2016	Bai, X, Xia, F, Lee, I, Zhang, J & Ning, Z 2016, 'Identifying anomalous citations for objective evaluation of scholarly article impact', PLoS One, vol. 11, no. 9, article no. e0162364, pp. 1-15. Open access 42 28 3
2016	Cheng, P, Lee, I, Lin, C-W & Pan, J-S 2016, 'Association rule hiding based on evolutionary multi-objective optimization', Intelligent Data Analysis, vol. 20, no. 3, pp. 495-514. Open access 21 18
2016	Li, J, Ning, Z, Jedari, B, Xia, F, Lee, I & Tolba, A 2016, 'Geo-social distance-based data dissemination for socially aware networking', IEEE Access, vol. 4, article no. 7452351, pp. 1444-1453. Open access 26 26
2016	Shi, G, Zhao, Z, Pai, J-H, Lee, I, Zhang, L, Stevenson, C, Ishara, K, Zhang, R, Zhu, H & Ma, J 2016, 'Highly sensitive, wearable, durable strain sensors and stretchable conductors using graphene/silicon rubber composites', Advanced Functional Materials, vol. 26, pp. 7614-7625. Open access 312 302 3
2016	Withanage, KI, Lee, I, Brinkworth, R, Mackintosh, S & Thewlis, D 2016, 'Fall recovery subactivity recognition with RGB-D cameras', IEEE Transactions on Industrial Informatics, vol. 12, no. 6, pp. 2312-2320. 34 30 3
2016	Xia, F, Liu, H, Lee, I & Cao, L 2016, 'Scientific article recommendation: exploiting common author relations and historical preferences', IEEE Transactions on Big Data, vol. 2, no. 2, pp. 101-112. Open access 1
2016	Xia, F, Su, X, Wang, W, Zhang, C, Ning, Z & Lee, I 2016, 'Bibliographic analysis of Nature based on Twitter and Facebook altmetrics data', PLoS One, vol. 11, no. 12, article no. e0165997, pp. 1-14. Open access 69 62 28
2015	Cheng, P, Lee, I, Pan, J-S, Lin, C-W & Roddick, JF 2015, 'Hide association rules with fewer side effects', IEICE Transactions on Information and Systems, vol. E98D, pp. 1788-1798. Open access 10 7
2015	Cheng, P, Lin, C-W, Pan, J-S & Lee, I 2015, 'Manage the tradeoff in data sanitization', IEICE Transactions on Information and Systems, vol. E98.D, no. 10, pp. 1856-1860. Open access 2 2
2015	Mohammad, AAS, Du, JT & Lee, I 2015, 'Understanding tourists' collaborative information retrieval behavior to inform design', Journal of the Association for Information Science and Technology, vol. 66, no. 11, pp. 2285-2303. 23 18
2014	Feng, Q, Pan, J-S & Lee, I 2014, 'Face recognition using sparse feature sphere centroid classifier', Electronics Letters, vol. 50, no. 17, pp. 1198-1200. 1 2
2014	Wang, Z & Lee, I 2014, 'Frequency-based image deblurring with periodic point spread function', Electronics Letters, vol. 50, no. 23, pp. 1691-1693. 2 2
2013	Liu, H, Li, J, Liu, L, Liu, J, Lee, I & Zhao, J 2013, 'Exploring groups from heterogeneous data via sparse learning', in J Pei et al. (ed.), Advances in Knowledge Discovery and Data Mining. 17th Pacific-Asia Conference, PAKDD 2013, Springer, vol. 7818, pp. 556-567. 1
2012	Considine, H, Lee, I, Nafalski, A & Nedic, Z 2012, 'Use of robot simulator to enhance robotic peer mentoring programme in pre-tertiary schools', World Transactions on Engineering and Technology Education, vol. 10, no. 3, pp. 168-173.
2012	Zhou, J, Lee, I, Thomas, B, Menassa, R, Farrant, A & Sansome, A 2012, 'In-situ support for automotive manufacturing using spatial augmented reality', The International Journal of Virtual Reality, vol. 11, no. 1, pp. 33-41. Open access
2011	Lee, I & Guan, L 2011, 'Inter-frame dependency in multiview multi-description video streaming', Journal of Ambient Intelligence and Humanized Computing, vol. 3, no. 2, pp. 87-94. 2 1
2010	Lee, I & Park, J 2010, 'A scalable and adaptive video streaming framework over multiple paths', Multimedia Tools and Applications, vol. 47, no. 1, pp. 207-244. 5 4
2010	Lee, I, Shaw, W & Park, J 2010, 'On prolonging the lifetime for wireless video sensor networks', Mobile Networks and Applications, vol. 15, no. 4, pp. 575-588. 7 6
2009	He, Y, Lee, I & Guan, L 2009, 'Distributed algorithms for network lifetime maximization in wireless visual sensor networks', IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 5, article no. 4801627, pp. 704-718. Open access 67 48
2009	He, Y, Lee, I & Guan, L 2009, 'Distributed throughput maximization in P2P VoD applications', IEEE Transactions on Multimedia, vol. 11, no. 3, article no. 4801515, pp. 509-522. Open access 30 24
2009	He, Y, Lee, I & Guan, L 2009, 'Optimized video multicasting over wireless ad hoc networks using distributed algorithm', IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 6, article no. 4801597, pp. 796-807. Open access 13 8
2008	Lee, H, Guan, L & Lee, I 2008, 'Video Analysis of Human Gait and Posture to Determine Neurological Disorders', Eurasip Journal on Image and Video Processing, vol. 2008, article no. 380867. Open access 23 53

Conferences

Year	Output
2021	Chen, X, Tang, T, Ren, J, Lee, I, Chen, H & Xia, F 2021, 'Heterogeneous graph learning for explainable recommendation over academic networks', in X Gao, G Huang, J Cao, J Cao & K Deng (eds), IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2021, Association for Computing Machinery, pp. 29-36. Open access 2
2021	Li, J, Wang, L, Sun, Y, Shen, G, Lee, I & Kong, X 2021, 'More complex more productive: characterizing top universities based on research publications', 15th International Conference on Ubiquitous Information Management and Communication, IMCOM 2021, IEEE, article no. 9377359, pp. 1-7. Open access
2021	Ren, J, Xia, F, Liu, Y & Lee, I 2021, 'Deep video anomaly detection: opportunities and challenges', in B Xue, M Pechenizkiy, Y Sing Koh (eds), 21st IEEE International Conference on Data Mining Workshops ICDMW 2021, IEEE, pp. 959-966. Open access 18 8
2021	Termritthikun, C, Xu, L, Liu, Y & Lee, I 2021, 'Neural architecture search and multi-objective evolutionary algorithms for anomaly detection', in Bing Xue, Mykola Pechenizkiy, and Yun Sing Koh (eds), 2021 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021, IEEE, pp. 1001-1008. Open access
2020	Liu, J, Ren, J, Zheng, W, Chi, L, Lee, I & Xia, F 2020, 'Web of scholars: a scholar knowledge graph', 43rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2020, ACM, pp. 2153-2156. Open access 24 13
2020	Ren, J, Lee, I, Wang, L, Chen, X & Xia, F 2020, 'On the correlation between research complexity and academic competitiveness', in E Ishita, NLS Pang & L Zhou (eds), ICADL2020: International Conference on Asian Digital Libraries: 22nd International Conference on Asia-Pacific Digital Libraries, Springer Nature, pp. 416-422.
2020	Xu, J, Yu, S, Sun, K, Ren, J, Lee, I, Pan, S & Xia, F 2020, 'Multivariate relations aggregation learning in social networks', 2020 ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2020, ACM, pp. 77-86. Open access 25 1
2020	Yu, S, Xia, F, Xu, J, Chen, Z & Lee, I 2020, 'OFFER: a motif dimensional framework for network representation learning', in (eds), 29th ACM International Conference on Information and Knowledge Management, CIKM 2020, ACM, pp. 3349-3352. 10
2019	Lee, I, Xia, F & Roos, G 2019, 'An observation of research complexity in top universities based on research publications', 26th International World Wide Web Conference, WWW 2017 Companion, ACM, pp. 1259-1265. Open access 12
2018	Wang, Z, Lee, I, Tie, Y, Cai, J & Qi, L 2018, 'Real-world field snail detection and tracking', 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018, IEEE, pp. 1703-1708. 2 1
2017	Jung, H-W, Lee, I, Lee, S-H, Parsons, D & Donnelley, M 2017, 'Multiple mucociliary transit marker tracking in synchrotron X-ray images using the global nearest neighbor method', 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017, IEEE, pp. 1824-1827. Open access 2 3
2016	Antunovic, M, Lee, I & Ashman, H 2016, 'The effect of synonym substitution on search results', 27th ACM Conference on Hypertext and Social Media, HT 2016, Association for Computing Machinery, pp. 195-200. 1
2016	Feng, Q, Zhu, Q, Yuan, C & Lee, I 2016, 'Multi-linear regression coefficient classifier for recognition', IEEE Congress on Evolutionary Computation, CEC 2016, IEEE, article no. 7743950, pp. 1382-1387. 1
2016	Liu, H, Yang, Z, Lee, I, Xu, Z, Yu, S & Xia, F 2016, 'CAR: incorporating filtered citation relations for scientific article recommendation', IEEE International Conference on Smart City, SmartCity 2015, IEEE, pp. 513-518. 9 5
2015	Ishara, K, Lee, I & Brinkworth, R 2015, 'Mobile robotic active view planning for physiotherapy and physical exercise guidance', 7th IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and Robotics, Automation and Mechatronics (RAM), IEEE, pp. 130-136. Open access 1 10
2015	Jung, H, Lee, I & Lee, S-H 2015, 'Circular particle detection using sectored ring mask for synchrotron PCXI images', 37th Annual international conference of IEEE Engineering in medical and biology society, Biomedical engineering, IEEE, pp. 7889-7892. Open access 2 2
2015	Stamatescu, V, Wong, S, Kearney, D, Lee, I & Milton, A 2015, 'Mutual information for enhanced feature selection in visual tracking', in FA Sadjadi & A Mahalanobis (eds), New Methodologies in ARR I, SPIE Digital Library, vol. 9476, article no. 947603, pp. 1-11. 3 1
2015	Wang, Z & Lee, I 2015, 'Backprojection regularization with weighted ramp filter for tomographic reconstruction', 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), IEEE, pp. 7039-7042. Open access 2 1
2015	Wang, Z & Lee, I 2015, 'Iterative weighted DCT-SVD for compressive imaging', 2015 International conference on intelligent information hiding and multimedia signal processing, IEEE, pp. 405-408. Open access 2 1
2014	Mohammad Arif, AS, Du, JT & Lee, I 2014, 'Examining collaborative query reformulation: a case of travel information searching', in S Geva (ed.), 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2014, ACM - Association for Computing Machinery Inc, pp. 875-878. 6 5
2014	Wang, Z & Lee, I 2014, 'Random sparse coded aperture for lensless imaging', in J Keyser & YJ Kim (eds), Pacific Conference on computer Graphics and Applications, European Association for Computer Graphics, pp. 1-6. 1
2013	Aburumman, A, Choo, K-KR & Lee, I 2013, 'Nomination-based session initiation protocol service for mobile ad hoc networks', in P Gaertner et al. (eds), 22nd National Conference of the Australian Society for Operations Research, The Australian Society for Operations Research, pp. 149-155. Open access
2013	Mohammad Arif, AS, Du, JT & Lee, I 2013, 'Exploring tourists' collaborative web search : implications for system design', in H Ashman, QZ Sheng & A Trotman (eds), First Australasian Web Conference (AWC 2013), Australian Computer Society, pp. 49-58. Open access
2013	Ward, DA, Lee, I, Kearney, DA & Wong, SC 2013, 'Chaining convolution and correlation in practice : a case study in visual tracking', International Conference on Digital Image Computing : Techniques and Applications (DICTA 2013), IEEE, pp. 252-259. 4 1
2012	Lee, I 2012, 'Weighted measurement reuse for compressive video sensing reconstruction', in B McCane, S Mills & JD Deng (eds), IVCNZ '12 Image and Vision Computing New Zealand, ACM, pp. 277-281.
2012	Mohammad, A, Du, JT & Lee, I 2012, 'Towards a model of collaborative information retrieval in tourism', Fourth Information Interaction in Context Symposium (IIiX 2012), Association for Computing Machinery, pp. 258-261. 12
2011	Wang, Z & Lee, I 2011, 'Predictive orthogonal projection for low-complexity mutli-view video coding', in P Delmas, B Wuensche & J James (eds), Image and vision computing New Zealand (IVCNZ 2011), Image and Vision Computing New Zealand, pp. 494-499.
2011	Zhou, J, Lee, I, Thomas, B, Menassa, R, Farrant, A & Sansome, A 2011, 'Applying spatial augmented reality to facilitate in-situ support for automotive spot welding inspection', in ZQ Liu et al. (eds), ACM New York 10th International Conference on Virtual Reality Continuum and Its Applications in Industry, ACM, pp. 195-200. 48
2010	Guo, Y & Lee, I 2010, 'Forensic analysis of DoS attack on traffic in MANET', 2010 4th International Conference on Network and System Security, IEEE, article no. 5635503, pp. 294-298. Open access 7
2010	Lee, I 2010, 'Reliability analysis of a multiview multi-description video streaming system', 2010 Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing, IEEE, article no. 5667104, pp. 35-39. Open access 3
2010	Lee, I, Wang, Z & Thomas, BH 2010, 'A feasibility study of adopting wireless video for wearable computing', 20th International Conference on Artificial Reality and Telexistence, Virtual Reality Society of Japan, pp. 63-70.
2010	Wang, Z & Lee, I 2010, 'A study of video coding by reusing compressive sensing measurements', 2010 Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing, IEEE, article no. 5667109, pp. 64-69. Open access 3
2010	Wang, Z & Lee, I 2010, 'Sorted random matrix for orthogonal matching pursuit', International conference on digital image computing: techniques and applications, IEEE, article no. 5692550, pp. 116-120. Open access 4
2009	Lee, I & Muneesawang, P 2009, 'Reducing manual feedback in a distributed CBIR system', 10th Pacific Rim Conference on Multimedia, PCM 2009, Springer-Verlag, vol. 5879, pp. 943-948.
2009	Lee, I 2009, 'Relevance feedback for distributed content based image retrieval', First International Symposium on Computer Network and Multimedia Technology - CNMT 2009, Institute of Electrical and Electronics Engineers, article no. 5374560, pp. 1-4. Open access 1
2009	Lee, I 2009, 'Towards wireless augmented reality: a review of its enabling technologies', 2009 International Symposium on Ubiquitous Virtual Reality, The Institute of Electrical and Electronics Engineers, Inc., article no. 5232248, pp. 25-28. Open access 2 1
2009	Leung, K & Lee, I 2009, 'Distributed video streaming over DHT P2P overlays', First International Symposium on Computer Network and Multimedia Technology, IEEE, article no. 5374564, pp. 1-4. Open access 3
2008	Chen, F, Wang, L, Gu, C, Cheung, H, Lee, I & Cheung, R 2008, 'Real-Time DSP-Based Computation-Efficient Speed-Sensorless Drive of Induction Motors', in C. L. G, K. Yang & J. Wang, IEEE, pp. 1427-1432. Open access
2008	He, Y, Lee, I & Guan, L 2008, 'Distributed Throughput Maximization in Hybrid-Forwarding P2P VOD Applications', 2008 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, IEEE, pp. 2165-2168. Open access 6
2008	Lee, I, He, Y & Guan, L 2008, 'From Centralized to Decentralized Video Streaming Using Multiple Descriptions Coding', in Hangbae Chang, Byeongho Kang & Mieso Denko, IEEE, pp. 112-117. Open access 1
2008	Shaw, W, He, Y & Lee, I 2008, 'Mobile Sink to Track Multiple Targets in Wireless Visual Sensor Networks', in Hangbae Chang, Byeongho Kang & Mieso Denko, IEEE, pp. 51-56. Open access 7 3
2008	Wang, L, Gu, C, Cheung, H, Liu, W, Lee, I & Cheung, R 2008, 'Adaptive Active Filter for Interfacing Wind-Power DGs to Distribution Systems', in C. L. Gu, K. Yang & J. Wang, IEEE, pp. 2536-2541. Open access
2008	Wang, L, Zhou, L, Cheung, H, Hamlyn, A, Mandler, T, Lee, I & Cheung, R 2008, 'Adaptive Protection and Control Strategy for Interfacing Wind Generators to Distribution Grids', in C. L. G, K. Yang & J. Wang, IEEE, pp. 2478-2483. Open access 3

Other

Year	Output
2008	Luo, J, Guan, L, Hanjalic, A, Kankanhalli, M & Lee, I 2008, Proceedings of the 7th ACM International Conference on Image and Video Retrieval (CIVR 2008), ACM.

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Anshan Normal University	CHINA
Anshan Public Resources Trading Center	CHINA
Beijing University of Chemical Technology	CHINA
Central Police University	TAIWAN
Central Queensland University	AUSTRALIA
China University of Petroleum	CHINA
Communication University of China	CHINA
Dalian Maritime University	CHINA
Dalian Technological University	CHINA
Dalian University of Technology	CHINA
Deakin University	AUSTRALIA
Defence Science and Technology Group	AUSTRALIA
Defence Science and Technology Organisation	AUSTRALIA
Delft University Of Technology	NETHERLANDS
Department of Agriculture, WA	AUSTRALIA
Department of Defence	AUSTRALIA
East China Normal University	CHINA
Econsearch	AUSTRALIA
Embry-Riddle Aeronautical University	UNITED STATES
Federation University Australia	AUSTRALIA
Flinders University	AUSTRALIA
Fujian University of Technology	CHINA
Futurewei Technologies	UNITED STATES
General Motor Holden Ltd	AUSTRALIA
General Motors	ISRAEL
Graphlex Technology Pty Ltd	AUSTRALIA
Griffith University	AUSTRALIA
Harbin Institute of Technology	CHINA
Huazhong University of Science and Technology	CHINA
Indiana University Bloomington	UNITED STATES
King Saud University	SAUDI ARABIA
Kyungnam University	KOREA, REPUBLIC OF (SOUTH)
La Trobe University	AUSTRALIA
Monash University	AUSTRALIA
Nanchang Institute of Technology	CHINA
Nanjing University of Aeronautics and Astronautics	CHINA
Nankai University	CHINA
Nanyang Technological University	SINGAPORE
Naresuan University	THAILAND
National University of Singapore	SINGAPORE
Northwestern Polytechnical University	CHINA
Peking University	CHINA
Polytechnic University of Valencia	SPAIN
QIMR Berghofer Medical Research Institute	AUSTRALIA
RMIT University	AUSTRALIA
Royal University of Bhutan	BHUTAN
Ryerson University	CANADA
SA Department for State Development	AUSTRALIA
SA Water Corporation	AUSTRALIA
Seoul National University of Science and Technology	KOREA, REPUBLIC OF (SOUTH)
Shandong University of Science and Technology	CHINA
Shanghai Jiao Tong University	CHINA
Shenyang Aerospace University	CHINA
Shenyang Sport University	CHINA
Shih Hsin University	TAIWAN
South Australian Research and Development Institute (SARDI)	AUSTRALIA
Southeast University	CHINA
Southwest University	CHINA
Swinburne University of Technology	AUSTRALIA
Taiyuan University of Science and Technology	CHINA
Tianjin University	CHINA
Tsinghua University	CHINA
University of Adelaide	AUSTRALIA
University of Macau	MACAU (SAR OF CHINA)
University of Miami	UNITED STATES
University of Ottawa	CANADA
University of South Australia	AUSTRALIA
University of Sydney	AUSTRALIA
University of Technology Sydney	AUSTRALIA
Vellore Institute Of Technology	INDIA
Women's and Children's Hospital	AUSTRALIA
Xidian University	CHINA
Yunnan University	CHINA
Zhejiang Normal University	CHINA
Zhejiang University of Technology	CHINA
Zhengzhou University	CHINA

Teaching & student supervision

Research degree supervision

Supervisions from 2010 shown

Thesis title	Student status
110042 - Automated valuation model construction using machine and deep learning methods	Current
Deep marine vision: applications in underwater ecosystem analysis	Current
Developing high-throughput spectroscopic methods for screening cereals genotypes for their micronutrient contents	Current
Development of novel elastomer composites containing carbon nanotubes for high electrical conductivity and superior mechanical reliability	Current
Development of robust machine learning algorithm for the quantification and detection of Aflatoxin B1 contamination level in almonds using HyperspectralImage for Inline Application	Current
End-to-End deep neural network based speech recognition incorporating speech enhancement	Current
Fundamentals of Elastomer Composites for Electrical Conductivity and Mechanical Reliability	Current
Lie group models of distortion in communication systems	Current
Machine-learning-based adaptive receiver scheduling for Electronic Support	Current
Modelling and analysis of scholarly article reading behaviour based on computer vision	Current
Reliable forecasting of the utility-scale solar farm power outpit	Current
Self-sensing carbon-based textile reinforced concrete	Current
Soil-root interactions analysis based on synchrotron X-ray tomography of intact field soil cores	Current
Specializing natural language processing for the automated clinical coding of patient records	Current
The discovery and evaluation of synonym candidates in web click data for query substitution	Current
A general model of forensic data recovery framework for digital CCTV systems	Completed
A study of compressive sensing for low complexity multi-view video coding	Completed
Analysis and improvements to the four-dimensional X-ray velocimetry respiratory imaging process	Completed
Collaborative information retrieval in tourism: a study of user behaviour, user interface and system evaluation	Completed
Computational approaches to unveil the dynamics of functional brain networks during cognitive activity using EEG data	Completed
Computational linear shift-invariant imaging with periodic point spread function	Completed
Development of stretchable or flexible strain sensors using polymer nanocomposites for specific applications	Completed
Efficient modular training methods for deep or wide neural networks using Extreme Learning Machines	Completed
Multiple MCT particle detection and tracking for analysing cystic fibrosis treatments in synchrotron phase contrast x-ray imaging	Completed
Pattern recognition techniques for the identification of white sharks in aerial image sequences	Completed
Pedestrian route prediction from GPS logs	Completed
Precise interaction for outdoor augmented reality	Completed
Representing arbitrary sensor observations for wireless sensor network target tracking and data fusion	Completed
Robotic vision for in-situ fall recovery assistance	Completed
Secure session initiation protocol solutions for mobile ad hoc networks	Completed

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Associate Professor Ivan Lee

About me

About me

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Current research & highlights

External engagement & recognition

Collaborations

Collaborations

Teaching & student supervision

Courses and programs

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Research degree supervision

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