Vincent C. S. Lee

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Convolutional Neural Network

Drift Detection

Top Venues

ICDM (Workshops)

Publications

Jianqi Zhang, Xu Yang, Wei Wang, Jinchao Guan, Wenbo Liu, Hainian Wang, Ling Ding, Vincent C. S. Lee
Cross-entropy-based adaptive fuzzy control for visual tracking of road cracks with unmanned mobile robot. Comput. Aided Civ. Infrastructure Eng. 39 (6) (2024)
Ji Fang, Vincent C. S. Lee, Haiyan Wang
Optimal service resource management strategy for IoT-based health information system considering value co-creation of users. Ind. Manag. Data Syst. 124 (3) (2024)
Xinyu Zhang, Vincent C. S. Lee, Feng Liu
From Data to Insights: A Comprehensive Survey on Advanced Applications in Thyroid Cancer Research. CoRR (2024)
Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating. AAAI (2023)
Yizhen Zheng, He Zhang, Vincent C. S. Lee, Yu Zheng, Xiao Wang, Shirui Pan
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs. CoRR (2023)
Chang How Tan, Vincent C. S. Lee, Jessie Nghiem, Priya Laxman
Compliance Analyses of Australia's Online Household Appliances. WSDM (2023)
Yixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu, Shirui Pan
Learning Strong Graph Neural Networks with Weak Information. KDD (2023)
Chang How Tan, Vincent C. S. Lee, Mahsa Salehi
Information resources estimation for accurate distribution-based concept drift detection. Inf. Process. Manag. 59 (3) (2022)
Ji Fang, Vincent C. S. Lee, Haiyan Wang
Service resource allocation problem in the IoT driven personalized healthcare information platform. CoRR (2022)
Shiyang Lyu, Vincent C. S. Lee, Gang Liu
An Intelligent Hybrid Cloud-Based ANP and AI Model for Development Site Selection. IntelliSys (2) (2022)
Yizhen Zheng, Shirui Pan, Vincent C. S. Lee, Yu Zheng, Philip S. Yu
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination. NeurIPS (2022)
Xinyu Zhang, Vincent C. S. Lee, Jia Rong, James C. Lee, Jiangning Song, Feng Liu
A multi-channel deep convolutional neural network for multi-classifying thyroid diseases. Comput. Biol. Medicine 148 (2022)
Senyuan Zheng, Vincent C. S. Lee, Zhaolin Guan
SFPAD: Sentiment-driven Firm Pricing Anomaly Detection Algorithm and Application. Big Data (2022)
Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating. CoRR (2022)
Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan
Unifying Graph Contrastive Learning with Flexible Contextual Scopes. ICDM (2022)
Ji Fang, Vincent C. S. Lee, Haiyan Wang
Dynamic physical activity recommendation on personalised mobile health information service: A deep reinforcement learning approach. CoRR (2022)
Chang How Tan, Vincent C. S. Lee, Mahsa Salehi, Slaven Marusic, Srimal Jayawardena, Dion Lucke
A Fully Unsupervised and Efficient Anomaly Detection Approach with Drift Detection Capability. ICDM (Workshops) (2021)
Yixin Liu, Shirui Pan, Yu Guang Wang, Fei Xiong, Liang Wang, Vincent C. S. Lee
Anomaly Detection in Dynamic Graphs via Transformer. CoRR (2021)
Yizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan
Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction. PAKDD (1) (2021)
Phillip Smith, Aldeida Aleti, Vincent C. S. Lee, Robert A. Hunjet, Asad Khan
Robotic Hierarchical Graph Neurons. A novel implementation of HGN for swarm robotic behaviour control. Expert Syst. Appl. 186 (2021)
Sin G. Teo, Jianneng Cao, Vincent C. S. Lee
DAG: A General Model for Privacy-Preserving Data Mining. IEEE Trans. Knowl. Data Eng. 32 (1) (2020)
Chang How Tan, Vincent C. S. Lee, Mahsa Salehi
MIR_MAD: An Efficient and On-line Approach for Anomaly Detection in Dynamic Data Stream. ICDM (Workshops) (2020)
Sin G. Teo, Jianneng Cao, Vincent C. S. Lee
DAG: A General Model for Privacy-Preserving Data Mining : (Extended Abstract). ICDE (2020)
Xiaoyu Qin, Kai Ming Ting, Ye Zhu, Vincent C. S. Lee
Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering. AAAI (2019)
Phillip Smith, Asad Khan, Aldeida Aleti, Vincent C. S. Lee, Robert A. Hunjet
Data Communication Assistance via Swarm Robotic: A Behaviour Creation Comparison. IJCAI (2019)
Hsiung-Cheng Lin, Ling-Ling Li, Vincent C. S. Lee
Multiple Autonomous Robots Coordination and Navigation. J. Robotics 2019 (2019)
Chang How Tan, Vincent C. S. Lee, Mahsa Salehi
Online Semi-Supervised Concept Drift Detection with Density Estimation. CoRR (2019)
Phillip Smith, Aldeida Aleti, Vincent C. S. Lee, Robert A. Hunjet, Asad Khan
Robotic Hierarchical Graph Neurons. A novel implementation of HGN for swarm robotic behaviour control. CoRR (2019)
Yifei Hu, Vincent C. S. Lee, Kenneth Tan
An Application of Convolutional Neural Networks for the Early Detection of Late-onset Neonatal Sepsis. IJCNN (2019)
Xiaoyu Qin, Kai Ming Ting, Ye Zhu, Vincent C. S. Lee
Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering. CoRR (2019)
Ruangsak Trakunphutthirak, Yen Cheung, Vincent C. S. Lee
A Study of Educational Data Mining: Evidence from a Thai University. AAAI (2019)
Mohammed Aladalah, Yen Cheung, Vincent C. S. Lee
Gov2.0: Public Value Enabler. ICIS (2017)
Mohammed Aladalah, Yen Cheung, Vincent C. S. Lee
Winning Digital Citizens: a Model and Instrument. PACIS (2016)
Sin G. Teo, Jianneng Cao, Vincent C. S. Lee
DAG: A Model for Privacy Preserving Computation. ICWS (2015)
Fahad Algarni, Yen Cheung, Vincent C. S. Lee, Azmat Ullah
Customer Satisfaction: Moderator of e-Business Performance and e-Business Liveability. J. Softw. 10 (5) (2015)
Mohammed Aladalah, Yen Cheung, Vincent C. S. Lee
Gov2.0: A Service Science Perspective. PACIS (2015)
Mohammed Aladalah, Yen Cheung, Vincent C. S. Lee
Towards Sustainability of eMarketplaces. PACIS (2014)
Constanza Reyes Bastías, Yen Cheung, Vincent C. S. Lee
Clusters and Innovation: a Case of the Colchagua Wine Cluster. PACIS (2014)
Sin G. Teo, Shuguo Han, Vincent C. S. Lee
Privacy Preserving Support Vector Machine Using Non-linear Kernels on Hadoop Mahout. CSE (2013)
Yee Wei Law, Tansu Alpcan, Vincent C. S. Lee, Anthony C. C. Lo, Slaven Marusic, Marimuthu Palaniswami
Demand Response Architectures and Load Management Algorithms for Energy-Efficient Power Grids: A Survey. KICSS (2012)
Sin G. Teo, Vincent C. S. Lee, Shuguo Han
A Study of Efficiency and Accuracy of Secure Multiparty Protocol in Privacy-Preserving Data Mining. AINA Workshops (2012)
Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
Resilient Identity Crime Detection. IEEE Trans. Knowl. Data Eng. 24 (3) (2012)
Sverre Gunnersen, Kate Smith-Miles, Vincent C. S. Lee
Towards objective data selection in bankruptcy prediction. IEEE Congress on Evolutionary Computation (2012)
Fahad Algarni, Yen Cheung, Vincent C. S. Lee
The Relationship between Complementary Services and Service System Value Creation: A Case Study of eMarketplaces in Saudi Arabia. KICSS (2012)
Jing Zhang, Kok-Leong Ong, Vincent C. S. Lee
Why Web-Based Pseudo Relevance Feedback Systems Fail. KICSS (2012)
Xuan-Hong Dang, Kok-Leong Ong, Vincent C. S. Lee
An Adaptive Algorithm for Finding Frequent Sets in Landmark Windows. SUM (2012)
Marc Cheong, Vincent C. S. Lee
A microblogging-based approach to terrorism informatics: Exploration and chronicling civilian sentiment and response to terrorism events via Twitter. Inf. Syst. Frontiers 13 (1) (2011)
Kok-Leong Ong, Vincent C. S. Lee
Real-Time Detection of Parked Vehicles from Multiple Image Streams. NDT (2011)
Shuguo Han, Wee Keong Ng, Li Wan, Vincent C. S. Lee
Privacy-Preserving Gradient-Descent Methods. IEEE Trans. Knowl. Data Eng. 22 (6) (2010)
Clifton Phua, Vincent C. S. Lee, Kate Smith-Miles, Ross W. Gayler
A Comprehensive Survey of Data Mining-based Fraud Detection Research CoRR (2010)
Yen Cheung, Helana Scheepers, Mark Swift, Vincent C. S. Lee, Jay Bal
A Competence-Based Collaborative Network: The West Midlands Collaborative Commerce Marketplace. PRO-VE (2010)
Marc Cheong, Vincent C. S. Lee
for Earth: A Study on the Impact of Microblogging Activism on Earth Hour 2009 in Australia. ACIIDS (2) (2010)
David Taniar, J. Wenny Rahayu, Vincent C. S. Lee, Olena Daly
Mining Hierarchical Negative Association Rules. Comput. Syst. Sci. Eng. 25 (2) (2010)
Marc Cheong, Vincent C. S. Lee
A Study on Detecting Patterns in Twitter Intra-topic User and Message Clustering. ICPR (2010)
Marc Cheong, Vincent C. S. Lee
Integrating web-based intelligence retrieval and decision-making from the twitter trends knowledge base. CIKM-SWSM (2009)
Tiong-Thye Goh, Siddhartha Bose, Wee Keong Ng, Longbing Cao, Vincent C. S. Lee
Editorial to the Proceedings of mobile technologies in enterprise computing systems workshop (MTECS 2009). EDOCW (2009)
Xuan-Hong Dang, Vincent C. S. Lee, Wee Keong Ng, Arridhana Ciptadi, Kok-Leong Ong
An EM-Based Algorithm for Clustering Data Streams in Sliding Windows. DASFAA (2009)
Xuan-Hong Dang, Vincent C. S. Lee, Wee Keong Ng, Kok-Leong Ong
Incremental and Adaptive Clustering Stream Data over Sliding Window. DEXA (2009)
Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent C. S. Lee
A ConceptLink Graph for Text Structure Mining. ACSC (2009)
Khalid Al-Mutawah, Vincent C. S. Lee, Yen Cheung
A new multi-agent system framework for tacit knowledge management in manufacturing supply chains. J. Intell. Manuf. 20 (5) (2009)
Milly Kc, Rowena Chau, Markus Hagenbuchner, Ah Chung Tsoi, Vincent C. S. Lee
A Machine Learning Approach to Link Prediction for Interlinked Documents. INEX (2009)
Clifton Phua, Ross W. Gayler, Vincent C. S. Lee, Kate Smith-Miles
On the communal analysis suspicion scoring for identity crime in streaming credit applications. Eur. J. Oper. Res. 195 (2) (2009)
David Taniar, J. Wenny Rahayu, Vincent C. S. Lee, Olena Daly
Exception rules in association rule mining. Appl. Math. Comput. 205 (2) (2008)
Khalid Al-Mutawah, Vincent C. S. Lee, Yen Cheung
Corporate Culture: A New Challenge to E-Supply Chain Management Systems. ICEIS (4) (2007)
Mark B. Barnes, Vincent C. S. Lee
An empirical study of AI-based multiple domain models for selecting attributes that drive company wealth. Soft Comput. 11 (12) (2007)
Xuan-Hong Dang, Wee Keong Ng, Kok-Leong Ong, Vincent C. S. Lee
Discovering Frequent Sets from Data Streams with CPU Constraint. AusDM (2007)
Mark B. Barnes, Vincent C. S. Lee
Feature Selection Techniques, Company Wealth Assessment and Intra-sectoral Firm Behaviours. ICIC (1) (2007)
Vincent C. S. Lee, Hsiao Tshung Wong
A multivariate neuro-fuzzy system for foreign currency risk management decision making. Neurocomputing 70 (4-6) (2007)
Li Wan, Wee Keong Ng, Shuguo Han, Vincent C. S. Lee
Privacy-preservation for gradient descent methods. KDD (2007)
Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
Adaptive Spike Detection for Resilient Data Stream Mining. AusDM (2007)
Khalid Al-Mutawah, Vincent C. S. Lee, Yen Cheung
An Intelligent Algorithm for Modeling and Optimizing Dynamic Supply Chains Complexity. ICIC (1) (2006)
Vincent C. S. Lee, Linyi Shao
Estimating Potential IT Security Losses: An Alternative Quantitative Approach. IEEE Secur. Priv. 4 (6) (2006)
Clifton Phua, Vincent C. S. Lee, Ross W. Gayler, Kate A. Smith
Temporal Representation in Spike Detection of Sparse Personal Identity Streams. WISI (2006)
Clifton Phua, Ross W. Gayler, Kate Smith-Miles, Vincent C. S. Lee
Communal Detection of Implicit Personal Identity Streams. ICDM Workshops (2006)
Daisy Seng, Yen Cheung, Jay Bal, Vincent C. S. Lee
A business model for collaborative commerce marketplace. ACIS (2006)
Khalid Al-Mutawah, Vincent C. S. Lee, Yen Cheung
Modeling Supply Chain Complexity Using a Distributed Multi-objective Genetic Algorithm. ICCSA (1) (2006)
Victor Fang, Vincent C. S. Lee, Yee Choon Lim
Volatility Transmission Between Stock and Bond Markets: Evidence from US and Australia. IDEAL (2005)
Vincent C. S. Lee, Xingjian Yang
Development and Test of an Artificial-Immune- Abnormal-Trading-Detection System for Financial Markets. ICIC (1) (2005)
Alex Tze Hiang Sim, Vincent C. S. Lee
A Hybrid Artificial Intelligent-Based Criteria-Matching with Classification Algorithm. FSKD (2) (2005)
Vincent C. S. Lee, Alex Tze Hiang Sim
An Algorithm for Artificial Intelligence-Based Model Adaptation to Dynamic Data Distribution. IDEAL (2004)
Clifton Phua, Damminda Alahakoon, Vincent C. S. Lee
Minority report in fraud detection: classification of skewed data. SIGKDD Explor. 6 (1) (2004)
Denny, Vincent C. S. Lee
An Alternative Methodology for Mining Seasonal Pattern Using Self-Organizing Map. PAKDD (2004)
Victor Fang, Vincent C. S. Lee
Credit Risks of Interest Rate Swaps: A Comparative Study of CIR and Monte Carlo Simulation Approach. IDEAL (2004)
Vincent C. S. Lee, Alex Tze Hiang Sim
A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis. IDEAL (2004)
Vincent C. S. Lee
A Fuzzy Multi-criteria Decision Model for Information System Security Investment. IDEAL (2003)
Victor Fang, Vincent C. S. Lee
Testing the Expectations Hypothesis for Interest Rate Term Structure: Some Australian Evidence. ICCSA (3) (2003)
Alex Tze Hiang Sim, Vincent C. S. Lee
A Simplified Neuro-Fuzzy Inference System (S-NFIS) Tool for Criteria Matching. HIS (2003)