Research and Talks

Academic Publications

Burke, A. T., Leemans, Sander J.J., Wynn, Moe T., van der Aalst, Wil M.P., ter Hofstede, Arthur H.M. A Chance For Models To Show Their Quality: Stochastic process model-log dimensions (2024). Information Systems, Volume 124, 2024, 102382. 10.1016/j.is.2024.102382 [blog] [pre-print]

Burke, A. T (2024). Process Mining with Labelled Stochastic Nets. PhD thesis, Queensland University of Technology. 10.5204/thesis.eprints.247157 [blog] [thesis]

Burke, A. T., Leemans, S. J. J., Wynn, M.T., & Campbell, C. D. (2023). State Snapshot Process Discovery on Career Paths of Qing Dynasty Civil Servants. 5th International Conference on Process Mining (ICPM2023). Out of the Box Paper Award. 10.1109/ICPM60904.2023.10271942 [blog] [pre-print] [slides]

Burke, A., Leemans, S. J. J., Wynn, M. T., van der Aalst, W.M.P, & ter Hofstede, A.H.M. (2022). Stochastic Process Model-Log Quality Dimensions: An Experimental Study. 4th International Conference on Process Mining (ICPM2022). 10.1109/ICPM57379.2022.9980707 [blog] [pre-print] [slides]

Burke, A., Leemans, S. J. J., & Wynn, M. T. (2021). Discovering Stochastic Process Models By Reduction and Abstraction. Application and Theory of Petri Nets and Concurrency (pp. 312-336). 10.1007/978-3-030-76983-3_16 [blog] [pre-print] [teaser video] [talk] [slides]

Burke, A., Leemans, S. J. J., & Wynn, M. T. (2021). Stochastic Process Discovery by Weight Estimation. Presented at PQMI Workshop at ICPM2020. In Process Mining Workshops (pp. 260–272). Springer International Publishing. 10.1007/978-3-030-72693-5_20 [blog] [pre-print] [slides]

Burke, A. (2019). Occluded algorithms. Big Data & Society, 6(2), 2053951719858743. 10.1177/2053951719858743 (open access) [blog]

ORCID: 0000-0003-4407-2199

Talks

Structured Performance Tests. World Conference on Next Generation Testing 2020. [blog] [slides]

Acceleration With A Steering Wheel. DevOps 2018, Singapore. [blog] [slides]

iRobot - Automated Testing with Python and Robot. Innovation Now 2015, BAML Tech Conference.

Robotic Invisible Hands and Mythological Greenfields. Guest lecture for Banking Technology subject, Singapore Management University. 2013. [slides]

Writing

Platform QA, 2019.

FIX, Blockchain and Distributed Transactions, 2018.

The Chinese Rooms of Cognitive Capital. For &&&, 2016.

Study

Doctor of Philosophy, Thesis: Process Mining with Labelled Stochastic Nets. Supervisors: Prof Moe Wynn, Prof Sander Leemans and Prof Arthur ter Hofstede. School of Information Systems. 2020-2024. [thesis]

New Centre for Research and Practice, seminars in Critical Philosophy, 2016-9.

Bachelor of Science in Computer Science (Honours I), University of Queensland, 1998. Honours thesis: Java Development Utilizing Formal Specification.