Marcello La Rosa
Orcid: 0000-0001-9568-4035Affiliations:
- University of Melbourne, School of Computing and Information Systems, Australia
- Queensland University of Technology, Brisbane, Australia (former)
According to our database1,
Marcello La Rosa
authored at least 165 papers
between 2005 and 2023.
Collaborative distances:
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Bibliography
2023
Inf. Syst., June, 2023
ACM Trans. Manag. Inf. Syst., March, 2023
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning.
Proceedings of the Advanced Information Systems Engineering, 2023
2022
Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach.
IEEE Trans. Knowl. Data Eng., 2022
Generalization in Automated Process Discovery: A Framework based on Event Log Patterns.
CoRR, 2022
ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract).
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022
Why Do Banks Find Business Process Compliance so Challenging? An Australian Perspective.
Proceedings of the Business Process Management Forum, 2022
2021
Softw. Syst. Model., 2021
Knowl. Based Syst., 2021
Capturing rich person-centred discharge information: exploring the challenges in developing a new model.
Inf. Technol. People, 2021
Automated Repair of Process Models with Non-local Constraints Using State-Based Region Theory.
Fundam. Informaticae, 2021
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study.
Bus. Inf. Syst. Eng., 2021
Bus. Inf. Syst. Eng., 2021
A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the 3rd International Conference on Process Mining, 2021
Proceedings of the Conceptual Modeling - 40th International Conference, 2021
2020
Dataset, April, 2020
ACM Trans. Knowl. Discov. Data, 2020
Detection and removal of infrequent behavior from event streams of business processes.
Inf. Syst., 2020
Scalable alignment of process models and event logs: An approach based on automata and S-components.
Inf. Syst., 2020
Inf. Syst., 2020
Encoder-Decoder Generative Adversarial Nets for Suffix Generation and Remaining Time Predication of Business Process Models.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs.
Proceedings of the 2nd International Conference on Process Mining, 2020
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs.
Proceedings of the 2nd International Conference on Process Mining, 2020
Proceedings of the Process Mining Workshops, 2020
Proceedings of the Advanced Information Systems Engineering, 2020
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction.
Proceedings of the Business Process Management - 18th International Conference, 2020
Proceedings of the Best Dissertation Award, 2020
A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics.
Proceedings of the Business Process Management - 18th International Conference, 2020
Proceedings of the Business Process Management - 18th International Conference, 2020
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2020
2019
ACM Trans. Internet Techn., 2019
IEEE Trans. Knowl. Data Eng., 2019
ACM Trans. Knowl. Discov. Data, 2019
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring.
ACM Trans. Intell. Syst. Technol., 2019
J. Softw. Evol. Process., 2019
Split miner: automated discovery of accurate and simple business process models from event logs.
Knowl. Inf. Syst., 2019
Proceedings of the Conceptual Modeling - 38th International Conference, 2019
The Rise of Enforceable Business Processes from the Hashes of Blockchain-Based Smart Contracts.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2019
Proceedings of the Dissertation Award, 2019
Proceedings of the Business Process Management Forum, 2019
Proceedings of the Business Process Management - 17th International Conference, 2019
2018
IEEE Trans. Software Eng., 2018
ACM Trans. Manag. Inf. Syst., 2018
Automated discovery of structured process models from event logs: The discover-and-structure approach.
Data Knowl. Eng., 2018
Proceedings of the 2018 International Conference on Software and System Process, 2018
Proceedings of the Conceptual Modeling - 37th International Conference, 2018
Proceedings of the Advanced Information Systems Engineering, 2018
Proceedings of the Information Systems in the Big Data Era, 2018
Proceedings of the Information Systems in the Big Data Era, 2018
Abstract-and-Compare: A Family of Scalable Precision Measures for Automated Process Discovery.
Proceedings of the Business Process Management - 16th International Conference, 2018
Springer, ISBN: 978-3-662-56508-7, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Knowl. Data Eng., 2017
Proceedings of the 21st International Systems and Software Product Line Conference, 2017
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017
Proceedings of the 2017 International Conference on Software and System Process, 2017
Split Miner: Discovering Accurate and Simple Business Process Models from Event Logs.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the Advanced Information Systems Engineering, 2017
Proceedings of the Advanced Information Systems Engineering, 2017
Proceedings of the Advanced Information Systems Engineering, 2017
Proceedings of the Advanced Information Systems Engineering, 2017
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017
2016
Inf. Syst., 2016
Interview with Michael Rosemann on "The Role of Business Process Management in Modern Organizations".
Bus. Inf. Syst. Eng., 2016
Bus. Inf. Syst. Eng., 2016
Proceedings of the Conceptual Modeling - 35th International Conference, 2016
Automated Discovery of Structured Process Models: Discover Structured vs. Discover and Structure.
Proceedings of the Conceptual Modeling - 35th International Conference, 2016
Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering.
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016
2015
Inf. Syst. E Bus. Manag., 2015
Inf. Syst., 2015
Formal Aspects Comput., 2015
A recommendation system for predicting risks across multiple business process instances.
Decis. Support Syst., 2015
Proceedings of the 2015 International Conference on Software and System Process, 2015
Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
2014
Proceedings of the Modeling and Simulation-Based Systems Engineering Handbook., 2014
Inf. Syst., 2014
Inf. Syst., 2014
Simplifying Process Model Abstraction: Techniques for Generating Model Names (Extended Abstract).
EMISA Forum, 2014
Current Research in Risk-aware Business Process Management - Overview, Comparison, and Gap Analysis.
Commun. Assoc. Inf. Syst., 2014
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014
Proceedings of the Advanced Information Systems Engineering, 2014
Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers.
Proceedings of the Business Process Management - 12th International Conference, 2014
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2014
2013
ACM Trans. Softw. Eng. Methodol., 2013
J. Syst. Softw., 2013
Inf. Syst., 2013
Proceedings of the First YAWL Symposium, Sankt Augustin, Germany, June 7, 2013, 2013
Proceedings of the CAiSE'13 Forum at the 25th International Conference on Advanced Information Systems Engineering (CAiSE), 2013
Proceedings of the Advanced Information Systems Engineering, 2013
Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models.
Proceedings of the Business Process Management - 11th International Conference, 2013
Proceedings of the Asia Pacific Business Process Management, 2013
2012
J. Syst. Softw., 2012
Understanding user differences in open-source workflow management system usage intentions.
Inf. Syst., 2012
Inf. Syst., 2012
Managing large collections of business process models - Current techniques and challenges.
Comput. Ind., 2012
Proceedings of the Data-Driven Process Discovery and Analysis, 2012
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012
Proceedings of the Advanced Information Systems Engineering, 2012
Proceedings of the Demonstration Track of the 10th International Conference on Business Process Management (BPM 2012), 2012
Proceedings of the Business Process Management - 10th International Conference, 2012
Proceedings of the Handbook of Service Description - USDL and Its Methods, 2012
2011
IEEE Trans. Ind. Informatics, 2011
IEEE Trans. Ind. Informatics, 2011
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011, 2011
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011, 2011
Proceedings of the Business Process Management - 9th International Conference, 2011
Proceedings of the Business Process Management - 9th International Conference, 2011
Proceedings of the Business Process Management - 9th International Conference, 2011
Proceedings of the Business Process Management Workshops, 2011
2010
Formal Aspects Comput., 2010
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2010
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010
Efficient and Accurate Retrieval of Business Process Models through Indexing - (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010
Proceedings of the Business Process Management - 8th International Conference, 2010
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010
2009
Softw. Syst. Model., 2009
Controlled Flexibility and Lifecycle Management of Business Processes through Extensibility.
Proceedings of the Enterprise Modelling and Information Systems Architectures: Proceedings of the 3rd International Workshop on Enterprise Modelling and Information Systems Architectures; Ulm, 2009
Proceedings of the Advanced Information Systems Engineering, 21st International Conference, 2009
Proceedings of the Business Process Management Demonstration Track (BPMDemos 2009), 2009
Proceedings of the Business Process Management Demonstration Track (BPMDemos 2009), 2009
Proceedings of the Handbook of Research on Business Process Modeling., 2009
2008
Proceedings of the Fundamental Approaches to Software Engineering, 2008
Proceedings of the Conceptual Modeling, 2008
Proceedings of the Business Process Management Workshops, 2008
2007
Proceedings of the Advanced Information Systems Engineering, 19th International Conference, 2007
Proceedings of the Business Process Management Workshops, 2007
2006
On Collaborations and Choreographies.
Proceedings of the Technologies for Collaborative Business Process Management, 2006
2005
Proceedings of the Business Process Management Workshops, 2005