Prof Marcello La Rosa
Honorary Professorial Fellow
School of Computing and Information Systems
129 Scholarly works
4 Projects
HIGHLIGHTS
2022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Digital Bioprocess Development
2022
Conference Proceedings
Why Do Banks Find Business Process Compliance so Challenging? An Australian Perspective
DOI: 10.1007/978-3-031-16171-1_12019
Research grants (other domestic)
Building 4.0 CRC
2019
Journal article
Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs
DOI: 10.1007/s10115-018-1214-x2019
Journal article
Automated Discovery of Process Models from Event Logs: Review and Benchmark
DOI: 10.1109/TKDE.2018.28418772019
Journal article
Local Concurrency Detection in Business Process Event Logs
DOI: 10.1145/32891812018
Research Grant
Diagnosis and Prediction of Business Process Deviances
RECENT SCHOLARLY WORKS
2026
Journal article
Addressing the Contemporary Challenges of Business Process Compliance: The Case for Process Mining in the Banking Industry
DOI: 10.1007/s12599-025-00929-32026
Book Chapter
A Digital Twin Framework for Bioprocess Development Using IoT Sensor Data
DOI: 10.1007/978-3-031-90746-3_122025
Journal article
Five guidelines to improve context-aware process selection: an Australian banking perspective
DOI: 10.1108/BPMJ-12-2023-09632024
Journal article
Process Query Language: Design, Implementation, and Evaluation
DOI: 10.1016/j.is.2023.1023372024
Conference Proceedings
Apromore Compliance Center: A No-Code Solution to Process Compliance Management
2023
Journal article
Prescriptive process monitoring based on causal effect estimation
DOI: 10.1016/j.is.2023.1021982023
Journal article
AI-augmented Business Process Management Systems: A Research Manifesto
DOI: 10.1145/35760472023
Conference Proceedings
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
DOI: 10.1007/978-3-031-34560-9_22