I obtained my PhD in 2002 from the School of Electrical Engineering and ComputerScience, University of Newcastle, in Australia. After a year as a postdoctoral research fellow at the Business and Technology Laboratory in the University of Newcastle, Australia, I joined the School of IT at James Cook University, Australia. I have been actively involved in working on broad areas of geoinformatics and intelligence informatics. My research interests include geospatial data mining, multiple classifiers, geospatial databases, conceptual spaces, Web 2.0, map segmentation, clustering, geo-visualisation, internet of things, and Voronoi tessellations. Currently, I am working for intelligence and health informatics for the Tropics.

Teaching

• CP3000: Topics in Computer Science (Level 3; CNS)
• CP3401: e-Strategic Management (Level 3; CNS & TSV)
• CP3403: Data Mining (Level 3; CNS & TSV)
• CP5030: Special Topics 1 (Level 5; CNS)
• CP5045: Information Technology Project (Level 5; CNS)
• CP5080: Literature Review and Research Proposal (Level 5; TSV)
• CP5330: Special Interest Topic 1 (Level 5; CNS)
• CP5340: Special Interest Topic 2 (Level 5; CNS)
• CP5355: Intelligent Sensing and Control (Level 5; CNS)
• CP5634: Data Mining (Level 5; TSV)

Interests

Research

• Market analysis through online map segmentation
• Geospatial data mining through clustering, association rules mining, and sequential mining
• Trajectory mining for travel patterns and animal movements
• Geocomputation, geo-engineering, geomatics and spatial data handling
• Mobile augmented reality for learning and teaching
• Voronoi tessellation and Delaunay triangulation applications
• Applied artificial intelligence and machine learning algorithms

Teaching

• Data structure, computational geometry, data handling and management

Experience

• 2010 to 2013 - Associate Professor, James Cook University (Cairns)
• 2006 to 2009 - Senior Lecturer, James Cook University (Towsville)
• 2003 to 2005 - Lecturer, James Cook University (Townsville)
• 2002 to 2003 - Post-doctoral research fellow, The University of Newcastle (Newcastle)

Research Disciplines

• Artificial Intelligence and Image Processing (0801)
• Information Systems (0806)

Socio-Economic Objectives

• Computer Software and Services (8902)

Awards

• 2012 - Best paper award in the 46th Hawaii International Conference on System Science
• 2009 - Faculty Citation for Outstanding Contributions to Student Learning
• 2007 - Best paper award in the Pacific Asia Workshop on Intelligence and Security Informatics
• 2006 - Faculty Citation for Outstanding Contributions to Student Learning

Memberships

• 2004 - ACM (lifetime)
• 2004 - ACM-SIGSPATIAL

These are the most recent publications associated with this author. To see a detailed profile of all publications stored at JCU, visit ResearchOnline@JCU. Hover over Altmetrics badges to see social impact.

Journal Articles

• Bermingham L and Lee I (2017) A framework of spatio-temporal trajectory simplification methods. International Journal of Geographic Information Science, 31 (6). pp. 1128-1153
• Bermingham L and Lee I (2015) A general methodology for n-dimensional trajectory clustering. Expert Systems with Applications, 42 (21). pp. 7573-7581
• Possemiers A and Lee I (2015) Fast OBJ file importing and parsing in CUDA. Computational Visual Media, 1 (3). pp. 229-238

Conference Papers

• Cai G, Lee K and Lee I (2016) Discovering common semantic trajectories from geo-tagged social media. Lecture Notes in Artificial Intelligence. In: IEA/AIE 2016: 29th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 2-4 August 2016, Morioka, Japan
• Cai G, Lee K and Lee I (2016) Mining semantic sequential patterns from geo-tagged photos. Proceedings of the 49th Hawaii International Conference on System Sciences. In: HICSS 2016: 49th Hawaii International Conference on System Sciences, 5-8 January 2016, Koloa, HI, USA
• Cai G, Lee K and Lee I (2016) A framework for mining semantic-level tourist movement behaviours from geo-tagged photos. Lecture Notes in Computer Science. In: AI 2016: 29th Australasian Joint Conference on Artificial Intelligence, 5-8 December 2016, Hobart, TAS, Australia
• Liu S, Cai G and Lee I (2016) Sentiment clustering with topic and temporal information from large email dataset. 29th Pacific Asia Conference on Language, Information and Computation. In: PACLIC 30: 30th Pacific Asia Conference on Language, Information and Computation, 28-30 October 2016, Seoul, South Korea
• Shatte A, Holdsworth J and Lee I (2016) Untangling the edits: user attribution in collaborative report writing for emergency management. Computational Science and it's Applications: ICCSA 2016. In: ICCSA 2016: International Conference on Computational Science and Its Applications, 4-7 July 2016, Beijing, China
• Shatte A, Holdsworth J and Lee I (2016) Web-based collaborative document writing for emergency management. Proceedings of the Hawaii International Conference on System Sciences. In: HICCS-49: Hawaii International Conference on System Sciences, 5-8 January 2016, Kauai, Hawaii
• Wang Y, Lee K and Lee I (2016) Multivariate higher order information for emergency management based on tourism trajectory datasets. Lecture Notes in Artificial Intelligence. In: IEA/AIE 2016: 29th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 2-4 August 2016, Morioka, Japan
• Wang Y, Lee K and Lee I (2016) Visual analytical tool for higher order k-means clustering for trajectory data mining. Lecture Notes in Computer Science. In: AI 2016: 29th Australasian Joint Conference on Artificial Intelligence, 5-8 December 2016, Hobart, TAS, Australia
• Liu S and Lee I (2015) A hybrid sentiment analysis framework for large email data. Proceedings of 2015 10th International Conference on Intelligent Systems and Knowledge Engineering. 24-27 November 2015, Taipei

More

ResearchOnline@JCU stores 106+ research outputs authored by Prof Ickjai Lee from 2000 onwards.

Current and recent Research Funding to JCU is shown by funding source and project.

Advisory Accreditation: I can be on your Advisory Panel as a Primary or Secondary Advisor.

These Higher Degree Research projects are either current or by students who have completed their studies within the past 5 years at JCU. Linked titles show theses available within ResearchOnline@JCU.

Current

• Mining People's Semantic Trajectory Behaviours from Geotagged Photographs (PhD , Secondary Advisor)
• Implementing affective aspects to improve realistic crowd simulations (PhD , Secondary Advisor)
• Improving ICT for Education in Singapore and Malaysia secondary schools (PhD , Advsor Mentor)
• Investigation of Unconditionally Secure Multi-Party Protocols (PhD , Advsor Mentor)
• Investigating into spatio-temporal based sentiment sequence discovery within documents using trajectory mining technique (PhD , Primary Advisor)
• Mining Human Mobilty Relationship through Spatio- temporal Trajectories (PhD , Primary Advisor)
• Visual Analytics of Dynamic Higher Order Information (PhD , Primary Advisor)
• Periodic Pattern Mining for Spatio-Temporal Trajectories. (PhD , Primary Advisor)
• SpatioTemporal Trajectory Hierarchical Outlier Detection (PhD , Primary Advisor)
• A Data Mining and Visualisation Framework for Moving Entity Data: Discovering Where People Go and What They Do. (PhD , Primary Advisor)
• Automatic Generation of Geometry for Simulation and Games (PhD , Primary Advisor)
• SCOOT : An Object-oriented Text Based Computer Programming Teaching Tool for Novices, with an Emphasis on Ease-of-use (PhD , Associate Advisor)

Completed

• Collaborative emergency management report writing: an application for differential synchronisation (2016, PhD , Secondary Advisor)
• Input-centric profiling and prediction for computational offloading of mobile applications (2017, PhD , Secondary Advisor)
• Satellite gravimetry in water-limited environments: applications and spatial enhancement (2015, PhD , Secondary Advisor)

These are the most recent metadata records associated with this researcher. To see a detailed description of all dataset records, visit the JCU Research Data Catalogue.

• Myers, T. (2014) ICT student's interpersonal soft skills in online teaching environments using traditional active learning techniques. James Cook University

The map shows research collaborations by institution from the past 7 years.
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