Research

A collection of research papers and technical publications produced by our team, covering web technologies, data systems, and applied AI.

Published Papers

The Second Valley of Death: Structural Barriers to Scaling Innovation in Singapore

Chen Yanguang2026

InnovationSingaporeScalingValley of Death
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The RIE Issue, the Valley of Death for TRL 6-7 IPs

Chen Yanguang2026

RIETechnology ReadinessIntellectual PropertyTRL
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Rally: A Gamified Approach to Disaster Preparedness

Chen Yanguang2025

This paper explores a gamified approach to disaster preparedness, examining how game-based learning can improve awareness, engagement, and readiness for natural and man-made disasters.

GamificationDisaster PreparednessSerious Games
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Feedforward Multilayer Perceptron for Credit Card Fraud Detection

Chen Yanguang2025

This research investigates the application of feedforward multilayer perceptron neural networks for detecting fraudulent credit card transactions, evaluating model architecture, training strategies, and classification performance on imbalanced datasets.

Machine LearningNeural NetworksFraud DetectionMLP
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