photo

Kyungmi Joanne Lee

Projects

2

Publications

58

Awards

0


Biography

Dr. Joanne Lee received her PhD degree in Computer Science in 2007 from Griffith University, Australia. She started her academic career as a lecturer in School of Business and IT at Charles Sturt University, Australia (2007-2008) and continued her academic pursuit after moving to James Cook University.

Joanne is an active researcher, and her research interests include machine learning, algorithm optimisation, neural networks, data mining, and applied artificial intelligence. She has been involved in various projects developing a real-world scheduling optimisation system for fly-in-fly-out mining employee scheduling, designing and implementing a non-destructive neural network based classification system for ultrasonic signals, and developing spatio-temporal mining algorithms for moving objects.

Joanne’s teaching experience covers from introductory machine learning, database, data mining, 3D modelling, and programming. Currently, she is supervising 5 PhD students, and 3 of them are near completion.

Research

Projects

Teaching

Research Advisor Accreditation
Advisor Type

Primary

Research Advisor Accreditation
Role

Chair; Independent Academic


Taught Modules
Current JCU Research Students
Establishing an Empirical basis for the Curriculum and Assessment of the Competency based Fellowship of the Royal Australian and New Zealand College of Psychiatrists by Text Mining the Psychiatric Literature
Doctor of Philosophy (Medical and Molecular Sciences)
Efficient Semantic Segmentation using Deep Learning.
Doctorate by Research - time-based
Unravelling the misuse of large language models for phishing attacks
Master of Philosophy (Information Technology)
Deep Learning Augmented Anomaly Detection for Flight Data
Doctor of Philosophy (Information Technology)
Advanced Video Rate Control for versatile video coding
Doctor of Philosophy (Engineering and Related Technologies)
Autonomous CNN architecture selection and dynamic modification through proven convolutional architectures and transfer learning.
Doctor of Philosophy (Information Technology)
Representing user behaviour profile in space for robust, non-invasive, adaptive, high performing, efficient, and continuous user authentication
Doctor of Philosophy (Information Technology)
Contact mining from spatio-temporal trajectories
Doctor of Philosophy (Information Technology)
Completed JCU Research Students
Health Social Network of Things: Towards Integrated Autonomous Online Community Healthcare
Doctor of Philosophy (Information Technology)- 2024
Document-level sentiment analysis of email data
Doctor of Philosophy (Information Technology)- 2020
Periodic Pattern Mining from Spatio-temporal Trajectory Data
Doctorate by Research - time-based- 2018
Predictive Spatio-Temporal modelling with neural networks
Doctor of Philosophy (Information Technology)- 2020
From Spatio-Temporal Trajectories To Succinct And Semantically Meaningful Patterns
Doctorate by Research - time-based- 2018

Activities

Employment

Output

Madanayake, Adikarige Randil Sanjeewa; Lee, Kyungmi; Lee, Ickjai (2024) 'Spatio-Temporal Contact Min. IEEE Access, 12 :79458-79467. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Amos, Andrew James; Lee, Kyungmi; Sen Gupta, Tarun; Malau-Aduli, Bunmi S. (2023) 'Identifying emergi. Current Psycholo, 42 :30813-3082...
Journal Publication Open Access ResearchOnline@JCU
Amos, Andrew James; Lee, Kyungmi; Sen Gupta, Tarun; Malau-Aduli, Bunmi S. (2021) 'Systematic review . BMC Medical Educ, 21 . [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2020) 'Visual analytical tools for multivariate higher order in. Journal of Visualization, 23 :721-743. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Liu, Sisi; Lee, Kyungmi; Lee, Ickjai (2020) 'Document-level multi-topic sentiment classification of . Knowledge Based Systems, 197 . [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Zhang, Dongzhi; Lee, Kyungmi; Lee, Ickjai (2019) 'Multi-level medical periodic patterns from human m. Health Information Science and Systems, 7 (1). [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Zhang, Dongzhi; Lee, Kyungmi; Lee, Ickjai (2019) 'Mining hierarchical semantic periodic patterns fro. Expert Systems with Applications, 122 :85-101. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Zhang, Dongzhi; Lee, Kyungmi; Lee, Ickjai (2019) 'Semantic periodic pattern mining from spatio-tempo. Information Sciences, 502 :164-189. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2018) 'Itinerary recommender system with semantic trajector. Expert Systems with Applications, 94 :32-40. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2018) 'Mining semantic trajectory patterns from geo-tagged . Journal of computer science and technology, 33 (4):849-862. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2018) 'Mining mobility patterns from geotagged photos throu. Cybernetics and Systems, 49 (4):234-256. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2018) 'DNA-chart visual tool for topological higher order infor. Expert Systems with Applications, 108 :28-35. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Zhang, Dongzhi; Lee, Kyungmi; Lee, Ickjai (2018) 'Hierarchical trajectory clustering for spatio-temp. Expert Systems with Applications, 92 :1-11. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Cai, Guochen; Lee, Kyungmi (2014) 'Exploration of geo-tagged photos through data mining. Expert Systems with Applications, 41 (2):397-405. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Rahman, Shah Atiqur; Song, Insu; Leung, M.K.H.; Lee, Ickjai; Lee, Kyungmi (2014) 'Fast action recogn. Expert Systems w, 41 (2):574-587...
Journal Publication Open Access ResearchOnline@JCU
Cai, Guochen; Hio, Chihiro; Bermingham, Luke; Lee, Kyungmi; Lee, Ickjai (2014) 'Sequential pattern m. Expert Systems wit, 41 (7):3514-3526...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Torpelund-Bruin, Christopher; Lee, Kyungmi (2012) 'Map segmentation for geospatial data. Expert Systems with Applications, 39 (12):11135-11148. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Qu, Yang; Lee, Kyungmi (2012) 'Mining qualitative patterns in spatial cluster analysis'. Expert Systems with Applications, 39 (2):1753-1762. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Torpelund-Bruin, Christopher; Lee, Kyungmi (2011) 'Raster voronoi tessellation and its . 14 (4):235-245. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Kyungmi (2011) 'Feature extraction schemes for ultrasonic non-destructive testing inspections'. 3 (3):125-135. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Pershouse, Reece; Phillips, Peter; Lee, Kyungmi; Torpelund-Bruin, Christopher (2010) 'W. ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Kyungmi (2010) 'Exploration on feature extraction schemes and classifiers for shaft testing sys. 5 (5):679-686. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Lee, Kyungmi (2009) 'An order-k Voronoi approach to geospatial concept management withi. 23 (6):522-537. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Lee, Kyungmi; Torpelund-Bruin, Christopher (2009) 'Voronoi image segmentation and its a. 4 (11):1101-1108. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Lee, Kyungmi (2009) 'A generic triangle-based data structure of the complete set of hig. 33 (2):90-99. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Kyungmi; Estivill-Castro, Vladimir (2007) 'Feature extraction and gating techniques for ultraso. Applied Soft Computing, 7 (1):156-165. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Lee, Kyungmi; Estivill-Castro, Vladimir (2005) 'Classification ensembles for shaft test data: empiri. 6 (10-11):38-47. ...
Journal Publication Open Access ResearchOnline@JCU
Zhang, Bonan; Li, Jingjin; Chen, Chao; Lee, Kyungmi; Lee, Ickjai (2022) CSS 2021: Cyberspace Safety ...
Conference Publication Open Access ResearchOnline@JCU
Zhang, Dongzhi; Lee, Kyungmi; Lee, Ickjai (2018) HIS 2018: 7th International Conference on Health In...
Conference Publication Open Access ResearchOnline@JCU
Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2016) AI 2016: 29th Australasian Joint Conference on Artifi...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2016) IEA/AIE 2016: 29th International Conference on Industrial...
Conference Publication Open Access ResearchOnline@JCU
Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2016) IEA/AIE 2016: 29th International Conference on Indust...
Conference Publication Open Access ResearchOnline@JCU
Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2016) HICSS 2016: 49th Hawaii International Conference on S...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2016) AI 2016: 29th Australasian Joint Conference on Artificial...
Conference Publication Open Access ResearchOnline@JCU
Bermingham, Luke; Lee, Kyungmi; Myers, Trina (2015) IEEE ISKE 2015: 10th International Conference on...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Joanne; Lee, Ickjai (2015) IEEE ISKE 2015: 10th International Conference on Intellige...
Conference Publication Open Access ResearchOnline@JCU
Zhang, Dongzhi; Lee, Joanne; Lee, Ickjai (2015) IEEE ISKE 2015: 10th International Conference on Int...
Conference Publication Open Access ResearchOnline@JCU
Cai, Guochen; Hio, Chihiro; Bermingham, Luke; Lee, Kyungmi; Lee, Ickjai (2014) HICSS-47: 47th Annual...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2014) . In: Abramson, David;Lees, Michael;Krzhizhanovskaya, Va...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2014) ICDMW 2014: 14th IEEE International Conference on Data Mi...
Conference Publication Open Access ResearchOnline@JCU
Bermingham, Luke; Lee, Joanne; Lee, Ickjai (2014) ICDMW 2014: 14th IEEE International Conference on ...
Conference Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Cai, Guochen; Lee, Joanne (2013) 46th Annual Hawaii International Conference on System ...
Conference Publication Open Access ResearchOnline@JCU
Hio, Chihiro; Bermingham, Luke; Cai, Guochen; Lee, Kyungmi; Lee, Ickjai (2013) Workshop on Machine L...
Conference Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Cai, Guochen; Lee, Kyungmi (2013) 46th Annual Hawaii International Conference on System...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2012) 2012 7th International Conference on Computing and Conver...
Conference Publication Open Access ResearchOnline@JCU
Wang, Ye; Lee, Kyungmi; Lee, Ickjai (2011) ICIPM 2011 7th International Conference on Information Pr...
Conference Publication Open Access ResearchOnline@JCU
Lee, Kyungmi (2010) . In: Ko, Franz;Na, Yunji eds. Feature extraction schemes for ultrasonic signal Seoul, Korea, [DOI] ...
Conference Publication Open Access ResearchOnline@JCU
Qu, Yang; Lee, Kyungmi; Lee, Ickjai (2010) IMS 2010 6th International Conference on Advanced Informa...
Conference Publication Open Access ResearchOnline@JCU
Qu, Yang; Lee, Kyungmi; Lee, Ickjai (2009) 2009 Fifth International Joint Conference on INC, IMS and...
Conference Publication Open Access ResearchOnline@JCU
Lee, Kyungmi (2008) 2008 International Workshop on Geoscience and Remote Sensing . In: Zhou, Qihai;L...
Conference Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Torpelund-Bruin, Christopher J.; Lee, Kyungmi (2008) 2008 International Workshop on Geo...
Conference Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Lee, Kyungmi (2007) ICES 2007 6th IEEE/ACIS International Conference on Computer and In...
Conference Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Lee, Kyungmi (2007) ISSNIP/ISPRS Joint International Workshop on Distributed Geoinforma...
Conference Publication Open Access ResearchOnline@JCU
Lee, Ickjai; Pershouse, Reece; Lee, Kyungmi (2007) Conference on Spatial Information Theory 2007 . I...
Conference Publication Open Access ResearchOnline@JCU
Lee, Kyungmi; Estivill-Castro, Vladimir (2005) . In: Carbonell, J.G.;Siekmann, J eds. A hybrid clas Cairns, QLD,...
Conference Publication Open Access ResearchOnline@JCU
Lee, Kyungmi ; Estivill-Castro, Vladimir (2004) International Conference on Machine Learning; Models...
Conference Publication Open Access ResearchOnline@JCU
Lee, Kyungmi; Estivill-Castro, Vladimir (2003) (AIA 2003) Artificial Intelligence and Applications C...
Conference Publication Open Access ResearchOnline@JCU
Lee, Kyungmi; Estivill-Castro, Vladimir (2003) Third International Conference on Hybrid Intelligent ...
Conference Publication Open Access ResearchOnline@JCU