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Ickjai Lee

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affiliation: James Cook University, Townsville, Queensland, Australia

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2020 – today

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2024
[j53]
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Adikarige Randil Sanjeewa Madanayake, Kyungmi Lee, Ickjai Lee:
Spatio-Temporal Contact Mining for Multiple Trajectories-of-Interest. IEEE Access 12: 79458-79467 (2024)
[j52]
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Adikarige Randil Sanjeewa Madanayake, Kyungmi Lee, Ickjai Lee:
Mining contacts from spatio-temporal trajectories. AI Open 5: 197-207 (2024)
[j51]
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Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Lin Schwarzkopf, Ickjai Lee:
Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale Passive Acoustic Monitoring. Expert Syst. Appl. 252: 124220 (2024)
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Bonan Zhang, Chao Chen, Ickjai Lee, Kyungmi Lee, Kok-Leong Ong:
Clustering-based Evaluation Framework of Feature Extraction Approaches for ECG Biometric Authentication. IJCNN 2024: 1-9
2023
[j50]
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  - journals/cea/NapierL23
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Thomas Napier, Ickjai Lee:
Using mobile-based augmented reality and object detection for real-time Abalone growth monitoring. Comput. Electron. Agric. 207: 107744 (2023)
[j49]
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Jacob Sinclair, Hemmaphan Suwanwiwat, Ickjai Lee:
A hybrid data gathering and agent based cognitive architecture for realistic crowd simulations. J. Simulation 17(2): 121-148 (2023)
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Thomas Napier, Euijoon Ahn, Slade Allen-Ankins, Ickjai Lee:
An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification. AI (1) 2023: 468-479
2022
[j48]
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  - journals/sensors/LiGCSL22
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Xiaonan Li, Hossein Ghodosi, Chao Chen, Mangalam Sankupellay, Ickjai Lee:
Improving Network-Based Anomaly Detection in Smart Home Environment. Sensors 22(15): 5626 (2022)
2021
[j47]
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Sisi Liu, Ickjai Lee:
Sequence encoding incorporated CNN model for Email document sentiment classification. Appl. Soft Comput. 102: 107104 (2021)
[j46]
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Aidan L. Possemiers, Ickjai Lee:
Evaluating deep learned voice compression for use in video games. Expert Syst. Appl. 181: 115180 (2021)
[c66]
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Bonan Zhang, Jingjin Li, Chao Chen, Kyungmi Lee, Ickjai Lee:
A Practical Botnet Traffic Detection System Using GNN. CSS 2021: 66-78
2020
[j45]
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Hongbin Liu, Ickjai Lee:
MPL-GAN: Toward Realistic Meteorological Predictive Learning Using Conditional GAN. IEEE Access 8: 93179-93186 (2020)
[j44]
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Ye Wang, Kyungmi Lee, Ickjai Lee:
Visual analytical tools for multivariate higher-order information for emergency management. J. Vis. 23(4): 721-743 (2020)
[j43]
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Luke Bermingham, Ickjai Lee:
Mining distinct and contiguous sequential patterns from large vehicle trajectories. Knowl. Based Syst. 189 (2020)
[j42]
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Sisi Liu, Kyungmi Lee, Ickjai Lee:
Document-level multi-topic sentiment classification of Email data with BiLSTM and data augmentation. Knowl. Based Syst. 197: 105918 (2020)
[c65]
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Hongbin Liu, Ickjai Lee:
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting. ECAI 2020: 1316-1323
[c64]
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Adikarige Madanayake, Mangalam Sankupellay, Ickjai Lee:
Profiling the Natural Environment Using Acoustics: Long-Term Environment Monitoring through Cluster Structure. ICSIM 2020: 74-78
[c63]
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Kurt Schoenhoff, Jason Holdsworth, Ickjai Lee:
Efficient Semantic Segmentation through Dense Upscaling Convolutions. ICSIM 2020: 244-248
[i2]
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  - journals/corr/abs-2005-09343
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Hongbin Liu, Ickjai Lee:
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting. CoRR abs/2005.09343 (2020)

2010 – 2019

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2019
[j41]
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Dongzhi Zhang, Kyungmi Lee, Ickjai Lee:
Mining hierarchical semantic periodic patterns from GPS-collected spatio-temporal trajectories. Expert Syst. Appl. 122: 85-101 (2019)
[j40]
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Luke Bermingham, Ickjai Lee:
Mining place-matching patterns from spatio-temporal trajectories using complex real-world places. Expert Syst. Appl. 122: 334-350 (2019)
[j39]
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Dongzhi Zhang, Kyungmi Lee, Ickjai Lee:
Multi-level medical periodic patterns from human movement behaviors. Health Inf. Sci. Syst. 7(1): 9 (2019)
[j38]
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Sisi Liu, Ickjai Lee:
Extracting features with medical sentiment lexicon and position encoding for drug reviews. Health Inf. Sci. Syst. 7(1): 11 (2019)
[j37]
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Dongzhi Zhang, Kyungmi Lee, Ickjai Lee:
Semantic periodic pattern mining from spatio-temporal trajectories. Inf. Sci. 502: 164-189 (2019)
[j36]
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  - journals/presence/SinclairSL22
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Jacob Sinclair, Hemmaphan Suwanwiwat, Ickjai Lee:
A Virtual Reality and Questionnaire Approach to Gathering Real-World Data for Agent-Based Crowd Simulation Models. Presence Teleoperators Virtual Environ. 28: 293-312 (2019)
[c62]
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Hongbin Liu, Hao Wu, Weiwei Sun, Ickjai Lee:
Spatio-Temporal GRU for Trajectory Classification. ICDM 2019: 1228-1233
2018
[j35]
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Sisi Liu, Ickjai Lee:
Email Sentiment Analysis Through k-Means Labeling and Support Vector Machine Classification. Cybern. Syst. 49(3): 181-199 (2018)
[j34]
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Guochen Cai, Kyungmi Lee, Ickjai Lee:
Mining Mobility Patterns from Geotagged Photos Through Semantic Trajectory Clustering. Cybern. Syst. 49(4): 234-256 (2018)
[j33]
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Luke Bermingham, Ickjai Lee:
A probabilistic stop and move classifier for noisy GPS trajectories. Data Min. Knowl. Discov. 32(6): 1634-1662 (2018)
[j32]
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Dongzhi Zhang, Kyungmi Lee, Ickjai Lee:
Hierarchical trajectory clustering for spatio-temporal periodic pattern mining. Expert Syst. Appl. 92: 1-11 (2018)
[j31]
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Guochen Cai, Kyungmi Lee, Ickjai Lee:
Itinerary recommender system with semantic trajectory pattern mining from geo-tagged photos. Expert Syst. Appl. 94: 32-40 (2018)
[j30]
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Sisi Liu, Ickjai Lee:
Discovering sentiment sequence within email data through trajectory representation. Expert Syst. Appl. 99: 1-11 (2018)
[j29]
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Ye Wang, Kyungmi Lee, Ickjai Lee:
DNA-chart visual tool for topological higher order information from spatio-temporal trajectory dataset. Expert Syst. Appl. 108: 28-35 (2018)
[j28]
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Guochen Cai, Kyungmi Lee, Ickjai Lee:
Mining Semantic Trajectory Patterns from Geo-Tagged Data. J. Comput. Sci. Technol. 33(4): 849-862 (2018)
[c61]
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Sisi Liu, Ickjai Lee:
Sentiment Classification with Medical Word Embeddings and Sequence Representation for Drug Reviews. HIS 2018: 75-86
[c60]
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Dongzhi Zhang, Kyungmi Lee, Ickjai Lee:
Mining Medical Periodic Patterns from Spatio-Temporal Trajectories. HIS 2018: 123-133
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Siuly Siuly, Ickjai Lee, Zhisheng Huang, Rui Zhou, Hua Wang, Wei Xiang:
Health Information Science - 7th International Conference, HIS 2018, Cairns, QLD, Australia, October 5-7, 2018, Proceedings. Lecture Notes in Computer Science 11148, Springer 2018, ISBN 978-3-030-01077-5 [contents]
2017
[j27]
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Luke Bermingham, Ickjai Lee:
A framework of spatio-temporal trajectory simplification methods. Int. J. Geogr. Inf. Sci. 31(6): 1128-1153 (2017)
[c59]
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Hongbin Liu, Ickjai Lee:
End-to-end trajectory transportation mode classification using Bi-LSTM recurrent neural network. ISKE 2017: 1-5
[c58]
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Jacob Sinclair, Ickjai Lee:
A generic cognitive architecture framework with personality and emotions for crowd simulation. ISKE 2017: 1-6
2016
[c57]
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  - conf/ausai/WangLL16
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Ye Wang, Kyungmi Lee, Ickjai Lee:
Visual Analytical Tool for Higher Order k-Means Clustering for Trajectory Data Mining. Australasian Conference on Artificial Intelligence 2016: 507-518
[c56]
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Guochen Cai, Kyungmi Lee, Ickjai Lee:
A Framework for Mining Semantic-Level Tourist Movement Behaviours from Geo-tagged Photos. Australasian Conference on Artificial Intelligence 2016: 519-524
[c55]
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  - conf/hicss/ShatteHL16
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Web-Based Collaborative Document Writing for Emergency Management. HICSS 2016: 217-226
[c54]
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Untangling the Edits: User Attribution in Collaborative Report Writing for Emergency Management. ICCSA (2) 2016: 319-330
[c53]
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Guochen Cai, Kyungmi Lee, Ickjai Lee:
Discovering Common Semantic Trajectories from Geo-tagged Social Media. IEA/AIE 2016: 320-332
[c52]
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Ye Wang, Kyungmi Lee, Ickjai Lee:
Multivariate Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets. IEA/AIE 2016: 725-736
[c51]
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Sisi Liu, Ickjai Lee, Guochen Cai:
Sentiment Clustering with Topic and Temporal Information from Large Email Dataset. PACLIC 2016
[i1]
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Multi-synchronous collaboration between desktop and mobile users: A case study of report writing for emergency management. CoRR abs/1606.00750 (2016)
2015
[j26]
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Aidan L. Possemiers, Ickjai Lee:
Fast OBJ file importing and parsing in CUDA. Comput. Vis. Media 1(3): 229-238 (2015)
[j25]
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Luke Bermingham, Ickjai Lee:
A general methodology for n-dimensional trajectory clustering. Expert Syst. Appl. 42(21): 7573-7581 (2015)
[c50]
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Multi-synchronous collaboration between desktop and mobile users: A case study of report writing for emergency management. ACIS 2015: 109
[c49]
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Ye Wang, Kyungmi Lee, Ickjai Lee:
Treemap Representations of Higher Order Information for Moving Objects. ISKE 2015: 287-294
[c48]
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Dongzhi Zhang, Kyungmi Lee, Ickjai Lee:
Periodic Pattern Mining for Spatio-Temporal Trajectories: A Survey. ISKE 2015: 306-313
[c47]
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Sisi Liu, Ickjai Lee:
A Hybrid Sentiment Analysis Framework for Large Email Data. ISKE 2015: 324-330
[c46]
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  - conf/iske/RehnHL15
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Adam Rehn, Jason Holdsworth, Ickjai Lee:
Automated Outlier Removal for Mobile Microbenchmarking Datasets. ISKE 2015: 578-585
[c45]
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Aidan L. Possemiers, Ickjai Lee:
Parallel Importing of OBJ Meshes in CUDA. PG (Short Papers) 2015: 65-70
2014
[j24]
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Ickjai Lee, Guochen Cai, Kyungmi Lee:
Exploration of geo-tagged photos through data mining approaches. Expert Syst. Appl. 41(2): 397-405 (2014)
[j23]
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Shah Atiqur Rahman, Insu Song, Maylor K. H. Leung, Ickjai Lee, Kyungmi Lee:
Fast action recognition using negative space features. Expert Syst. Appl. 41(2): 574-587 (2014)
[j22]
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Mobile augmented reality based context-aware library management system. Expert Syst. Appl. 41(5): 2174-2185 (2014)
[j21]
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Guochen Cai, Chihiro Hio, Luke Bermingham, Kyungmi Lee, Ickjai Lee:
Sequential pattern mining of geo-tagged photos with an arbitrary regions-of-interest detection method. Expert Syst. Appl. 41(7): 3514-3526 (2014)
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Hand-Held Mobile Augmented Reality for Collaborative Problem Solving: A Case Study with Sorting. HICSS 2014: 91-99
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Guochen Cai, Chihiro Hio, Luke Bermingham, Kyungmi Lee, Ickjai Lee:
Mining Frequent Trajectory Patterns and Regions-of-Interest from Flickr Photos. HICSS 2014: 1454-1463
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Luke Bermingham, Ickjai Lee:
Spatio-temporal Sequential Pattern Mining for Tourism Sciences. ICCS 2014: 379-389
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Ye Wang, Kyungmi Lee, Ickjai Lee:
Visual Analytics of Topological Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets. ICCS 2014: 683-691
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Dongzhi Zhang, Ickjai Lee:
Interpolation of Sensory Data in the Presence of Obstacles. ICCS 2014: 2496-2506
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Luke Bermingham, Kyungmi Lee, Ickjai Lee:
Spatio-Temporal Trajectory Region-of-Interest Mining Using Delaunay Triangulation. ICDM Workshops 2014: 1-8
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Ye Wang, Kyungmi Lee, Ickjai Lee:
Directional Higher Order Information for Spatio-Temporal Trajectory Dataset. ICDM Workshops 2014: 35-42
2013
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Colin Lemmon, Siu Man Lui, Ickjai Lee:
Low resolution grid mapping approach for geographic routing. Int. J. Mob. Commun. 11(6): 559-579 (2013)
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Chihiro Hio, Luke Bermingham, Guochen Cai, Kyungmi Lee, Ickjai Lee:
A Hybrid Grid-based Method for Mining Arbitrary Regions-of-Interest from Trajectories. MLSDA@AUS-AI 2013: 5
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Ickjai Lee, Guochen Cai, Kyungmi Lee:
Mining Points-of-Interest Association Rules from Geo-tagged Photos. HICSS 2013: 1580-1588
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Ickjai Lee, Guochen Cai, Kyungmi Lee:
Points-of-Interest Mining from People's Photo-Taking Behavior. HICSS 2013: 3129-3136
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Eugene McArdle, Jason Holdsworth, Ickjai Lee:
Assessing the usability of students object-oriented language with first-year IT students: a case study. OZCHI 2013: 181-188
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Adrian Shatte, Jason Holdsworth, Ickjai Lee:
Context-Aware Mobile Augmented Reality for Library Management. PRIMA 2013: 510-517
2012
[j19]
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Christopher Torpelund-Bruin, Ickjai Lee:
Market Area Analysis and Intelligence through GeoWeb Map Segmentation. Cybern. Syst. 43(6): 445-458 (2012)
[j18]
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Ickjai Lee, Yang Qu, Kyungmi Lee:
Mining qualitative patterns in spatial cluster analysis. Expert Syst. Appl. 39(2): 1753-1762 (2012)
[j17]
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Ickjai Lee, Christopher Torpelund-Bruin:
Geographic knowledge discovery from Web Map segmentation through generalized Voronoi diagrams. Expert Syst. Appl. 39(10): 9376-9388 (2012)
[j16]
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Ickjai Lee, Christopher Torpelund-Bruin, Kyungmi Lee:
Map segmentation for geospatial data mining through generalized higher-order Voronoi diagrams with sequential scan algorithms. Expert Syst. Appl. 39(12): 11135-11148 (2012)
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Peter Phillips, Ickjai Lee:
Mining co-distribution patterns for large crime datasets. Expert Syst. Appl. 39(14): 11556-11563 (2012)
2011
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Ickjai Lee, Vladimir Estivill-Castro:
Exploration of Massive Crime Data Sets through Data Mining Techniques. Appl. Artif. Intell. 25(5): 362-379 (2011)
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Peter Phillips, Ickjai Lee:
Crime analysis through spatial areal aggregated density patterns. GeoInformatica 15(1): 49-74 (2011)
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Ickjai Lee, Kyungmi Lee, Christopher Torpelund-Bruin:
Raster voronoi tessellation and its application to emergency modeling. Geo spatial Inf. Sci. 14(4): 235-245 (2011)
[j11]
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Ickjai Lee, Christopher Torpelund-Bruin:
Geographic Knowledge Discovery from Web 2.0 Technologies for Advance Collective Intelligence. Informatica (Slovenia) 35(4): 453-461 (2011)
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Ickjai Lee, David Breitkreutz:
Alternative Areal Decompositions: An Empirical Study. Trans. GIS 15(1): 17-42 (2011)
2010
[j9]
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Colin Lemmon, Siu Man Lui, Ickjai Lee:
Review of Location-Aware Routing Protocols. Adv. Inf. Sci. Serv. Sci. 2(2): 132-143 (2010)
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Ickjai Lee, Reece Pershouse, Peter Phillips, Kyungmi Lee, Christopher Torpelund-Bruin:
What-If Emergency Response Through Higher Order Voronoi Diagrams. Security Informatics 2010: 77-95

2000 – 2009

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2009
[j8]
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Ickjai Lee, Kyungmi Lee:
An Order-k Voronoi Approach to Geospatial Concept Management within Conceptual Spaces. Appl. Artif. Intell. 23(6): 522-537 (2009)
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Ickjai Lee, Kyungmi Lee, Christopher Torpelund-Bruin:
Voronoi Image Segmentation and Its Applications to Geoinformatics. J. Comput. 4(11): 1101-1108 (2009)
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David Breitkreutz, Ickjai Lee:
Investigation into Alternative Representations for Intelligent Geoinformation Systems in Data-rich Environments. J. Softw. 4(7): 777-784 (2009)
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Ickjai Lee, Kyungmi Lee:
A generic triangle-based data structure of the complete set of higher order Voronoi diagrams for emergency management. Comput. Environ. Urban Syst. 33(2): 90-99 (2009)
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Peter Phillips, Ickjai Lee:
Mining top-k and bottom-k correlative crime patterns through graph representations. ISI 2009: 25-30
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Christopher Torpelund-Bruin, Ickjai Lee:
A Voronoi-based model for emergency planning using sequential-scan algorithms. ISI 2009: 83-88
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David Breitkreutz, Ickjai Lee:
Voronoi representation for areal data processing in data-rich environments. ISI 2009: 167-169
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Colin Lemmon, Siu Man Lui, Ickjai Lee:
Geographic Forwarding and Routing for Ad-hoc Wireless Network: A Survey. NCM 2009: 188-195
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Yang Qu, Kyungmi Lee, Ickjai Lee:
Qualitative Cluster Reasoning Framework for Decision Making. NCM 2009: 1321-1326
[c27]
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Peter Phillips, Ickjai Lee:
Criminal Cross Correlation Mining and Visualization. PAISI 2009: 2-13
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Christopher Torpelund-Bruin, Ickjai Lee:
When Generalized Voronoi Diagrams Meet GeoWeb for Emergency Management. PAISI 2009: 64-75
2008
[j4]
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Ickjai Lee, Peter Phillips:
Urban Crime Analysis through Areal Categorized Multivariate Associations Mining. Appl. Artif. Intell. 22(5): 483-499 (2008)
[c25]
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Ickjai Lee, Christopher Torpelund-Bruin:
Multiplicatively-weighted order-k Minkowski-metric Voronoi models for disaster decision support systems. ISI 2008: 236-238
2007
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Ickjai Lee, Bayani Portier:
An Empirical Study of Knowledge Representation and Learning within Conceptual Spaces for Intelligent Agents. ACIS-ICIS 2007: 463-468
[c23]
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Ickjai Lee, Kyungmi Lee:
Higher Order Voronoi Diagrams for Concept Boundaries and Tessellations. ACIS-ICIS 2007: 513-518
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Jianhua Yang, Ickjai Lee:
Hybrid Clustering for Large Sequential Data. Artificial Intelligence and Pattern Recognition 2007: 76-81
[c21]
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Ickjai Lee, Reece Pershouse, Kyungmi Lee:
Geospatial Cluster Tessellation Through the Complete Order- k Voronoi Diagrams. COSIT 2007: 321-336
[c20]
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Ickjai Lee, Peter Phillips:
Areal Aggregated Crime Reasoning through Density Tracing. ICDM Workshops 2007: 649-654
[c19]
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Ickjai Lee, Reece Pershouse, Peter Phillips, Chris Christensen:
What-if Emergency Management System: A Generalized Voronoi Diagram Approach. PAISI 2007: 58-69
2006
[j3]
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Ickjai Lee, Vladimir Estivill-Castro:
Fast Cluster Polygonization and its Applications in Data-Rich Environments. GeoInformatica 10(4): 399-422 (2006)
[c18]
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Jianhua Yang, Ickjai Lee:
Hybrid O(n Ön) Clustering for Sequential Web Usage Mining. Australian Conference on Artificial Intelligence 2006: 1022-1026
[c17]
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Peter Phillips, Ickjai Lee:
Mining Positive Associations of Urban Criminal Activities Using Hierarchical Crime Hot Spots. WISI 2006: 127-132
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Ickjai Lee, Hossein Ghodosi:
Privacy and Security Enhanced Offline Oblivious Transfer for Massive Data Distribution. WISI 2006: 159-160
2005
[c15]
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Ickjai Lee, Jianhua Yang:
Hybrid Agglomerative Clustering for Large Databases: An Efficient Interactivity Approach. Australian Conference on Artificial Intelligence 2005: 938-941
[c14]
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Ickjai Lee:
Representing Properties in Conceptual Spaces towards Effective Learning within Intelligent Agents. CIMCA/IAWTIC 2005: 222-227
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Ickjai Lee, Jianhua Yang:
Voronoi-based Topological Information for Combining Partitioning and Hierarchical Clustering. CIMCA/IAWTIC 2005: 484-489
[c12]
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Ickjai Lee:
Data Mining Coupled Conceptual Spaces for Intelligent Agents in Data-Rich Environments. KES (4) 2005: 42-48
[c11]
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Ickjai Lee:
Geospatial Clustering in Data-Rich Environments: Features and Issues. KES (4) 2005: 336-342
2004
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Ickjai Lee:
Hybrid Soft Categorization in Conceptual Spaces. HIS 2004: 74-79
[c9]
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Ickjai Lee:
Mining Multivariate Associations within GIS Environments. IEA/AIE 2004: 1062-1071
[c8]
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Jianhua Yang, Ickjai Lee:
Cluster Validity Through Graph-based Boundary Analysis. IKE 2004: 204-210
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Ickjai Lee:
Frequency-Incorporated Interdependency Rules Mining in Spatiotemporal Databases. KES 2004: 196-202
2003
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Ickjai Lee:
Fast Qualitative Reasoning about Categories in Conceptual Spaces. HIS 2003: 341-350
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Ickjai Lee, Mary-Anne Williams:
Multi-level Clustering and Reasoning about Its Clusters Using Region Connection Calculus. PAKDD 2003: 283-294
2002
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Vladimir Estivill-Castro, Ickjai Lee:
Multi-Level Clustering and its Visualization for Exploratory Spatial Analysis. GeoInformatica 6(2): 123-152 (2002)
[j1]
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Ickjai Lee, Mark Gahegan:
Interactive Analysis Using Voronoi Diagrams: Algorithms to Support Dynamic Update from a Generic Triangle-based Data Structure. Trans. GIS 6(2): 89-114 (2002)
2001
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Ickjai Lee, Vladimir Estivill-Castro:
Effective and Efficient Boundary-based Clustering for Three-Dimensional Geoinformation Studies. CODAS 2001: 87-96
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Vladimir Estivill-Castro, Ickjai Lee:
Fast Spatial Clustering with Different Metrics and in the Presence of Obstacles. ACM-GIS 2001: 142-147
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Vladimir Estivill-Castro, Ickjai Lee, Alan T. Murray:
Criteria on Proximity Graphs for Boundary Extraction and Spatial Clustering. PAKDD 2001: 348-357
2000
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Vladimir Estivill-Castro, Ickjai Lee:
AUTOCLUST+: Automatic Clustering of Point-Data Sets in the Presence of Obstacles. TSDM 2000: 133-146

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