Visualisation of Post-Election Audits (VPA)

A React+Typescript project that aims at developing a sophisticated web-based visualisation system for post-election risk-limiting audits. Building upon the existing minimal visualiser, which helps explain audit assertions derived from election outcomes, this project seek to enhance its functionality and make it more robust.

Enhancing Approximate Conformance Checking Accuracy with Hierarchical Clustering Model Behaviour Sampling

Existing model sampling-based methods for approximate conformance checking lack sufficient accuracy. This study proposes new hierarchical clustering approaches to improve approximation, achieving results closer to exact values.

Organizational Model Mining

Event logs can be a promising source for discovering knowledge on organizational structures and empowering workforce analytics. Novel process mining methods unlock this opportunity.

The University of Melbourne Club Management System (UMCMS)

A React+Servlets+PostgreSQL project that develops an application to help students efficiently manage campus clubs and events at the University of Melbourne.

Mamba-based Approximate Conformance Checking Method

Event logs can be a promising source for discovering knowledge on organizational structures and empowering workforce analytics. Novel process mining methods unlock this opportunity.

Dropout in Spiking Neural Networks for Overfitting

SNNs often struggle with overfitting and generalization issues. This study investigates the effectiveness of various dropout techniques to address them。