Key Publications

Here are only key publications. Please see my Google scholar or Deakin website for the full list.

(2023). Towards a Persistence Diagram that is Robust to Noise and Varied Densities. The 40th International Conference on Machine Learning (ICML-23).


(2022). A new distributional treatment for time series and an anomaly detection investigation. The 48th International Conference on Very Large Databases (VLDB-22).

Code Project DOI

(2022). Streaming Hierarchical Clustering Based on Point-Set Kernel. 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-22).

Code Project DOI

(2022). Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel. The Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-22).

Code Project DOI

(2021). Anomaly detection of aircraft lead-acid battery. Quality and Reliability Engineering International.

Project DOI

(2018). Leveraging label category relationships in multi-class crowdsourcing. Advances in Knowledge Discovery and Data Mining (PAKDD 2018).


(2018). A Distance Scaling Method to Improve Density-Based Clustering. Advances in Knowledge Discovery and Data Mining (PAKDD 2018).

Code Project DOI