Swee Chuan Tan

Singapore University of Social Sciences — Singapore

Computer Science · Physical Sciences

11h-index601citations38works0.42yr avg
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Research Topics

Advanced Clustering Algorithms Research(11), Data Mining Algorithms and Applications(10), Anomaly Detection Techniques and Applications(7), Imbalanced Data Classification Techniques(6), Complex Network Analysis Techniques(5)

Publications38 total

Catching Credit Card Fraudsters without Knowing One: A Micro-Cluster-Based Detection Approach
2025
Label-efficient Response Modelling: Cost-Effective Marketing Using Cluster-Based Active Sampling
Journal of Data Science·2025Open Access
Rhythm Interactive Special Enablers (R.I.S.E) - A collaborative community engagement program
Gateways International Journal of Community Research and Engagement·2024Open Access
Ensemble Learning: An Indispensable Ingredient for Enhancing Regression Tree Performance
2024· 1 cited
Decision Tree Regression with Residual Outlier Detection
Journal of Data Science and Intelligent Systems·2024· 1 citedOpen Access
Enhancing Regression Tree Predictions with Terminal-Node Anomaly Detection
2023· 1 cited
Binary search of the optimal cut-point value in ROC analysis using the F<sub>1</sub> score
Journal of Physics Conference Series·2023· 3 citedOpen Access
Analysing Online Review by Bank Employees: A Predictive Analytics Approach
Lecture notes in computer science·2023
In-service Educators Co-constructing Knowledge in a PBL Setting: Phases of Interaction
Interdisciplinary Journal of Problem-based Learning·2021· 5 citedOpen Access
Approaches to simplify and improve swarm-based clustering
Figshare·2021Open Access
A Conceptual Framework for Applying Visual Analytics to Operational Processes
2019· 1 cited
Improving Association Rule Mining Using Clustering-based Discretization of Numerical Data
2018 International Conference on Intelligent and Innovative Computing Applications (ICONIC)·2018· 15 cited
Blind spots in Star Coordinate Visualization: Analysis and correction
Pattern Recognition Letters·2018· 2 cited
Lost in Translation: The Fundamental Flaws in Star Coordinate Visualizations
Procedia Computer Science·2017· 4 citedOpen Access
Fast retrievals of test-pad coordinates from photo images of printed circuit boards
2016· 5 cited
Using Supervised Attribute Selection for Unsupervised Learning
2015· 2 cited
Finding Similar Time Series in Sales Transaction Data
Lecture notes in computer science·2015· 7 cited
A Pragmatic Approach to Summarize Association Rules in Business Analytics Projects
Lecture notes in computer science·2014· 2 cited
Time Series Clustering: A Superior Alternative for Market Basket Analysis
Lecture notes in electrical engineering·2013· 19 cited
Visualising Outliers in Nominal Data
Springer proceedings in complexity·2013
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Frequent Co-authors

Kai Ming Ting(10), Shyh Wei Teng(10), S. Panjwani(2), Michel Cukier(2), Jonathan R. Wells(2), Geoffrey I. Webb(2), Kai Ming Ting(2), Jeksen Tan(2), Tony Fei Liu(1), K.M. Jarrin(1), Xingang Wang(1), Yosuke Ono(1), Ruth Jinfen Chai(1), Caroline A. Parkin(1), Philip W. Ingham(1), Guang-Tong Zhou(1), Fei Tony Liu(1), Robin Berthier(1), Jess Pei San Lau(1), Pei San Lau(1)