Sorted by date of acceptance.
Journal Articles
"Performance-Preserving Event Log Sampling for Predictive Monitoring"
Mohammadreza Fani Sani✉, Mozhgan Vazifedoostirani, Gyunam Park✉, Marco Pegoraro✉, Sebastiaan J. van Zelst✉, Wil M.P. van der Aalst✉
In Springer Journal of Intelligent Information Systems, 2023.
[DOI][Full text postprint @ ResearchGate | arXiv][BibTeX]
Chronology
2022-03-09: full text submitted to Journal of Intelligent Information Systems
2022-06-01: major revision requested
2022-09-01: revised version submitted
2022-11-10: minor revision requested
2022-12-07: revised version submitted
2022-12-29: notification of acceptance
2023-03-07: published
"Process Mining for Healthcare: Characteristics and Challenges"
Jorge Munoz-Gama✉, Niels Martin✉, Carlos Fernandez-Llatas✉ et al. including Marco Pegoraro
In Elsevier Journal of Biomedical Informatics, 2022.
[DOI][Full text postprint @ ResearchGate][BibTeX]
Chronology
2021-09-02: full text submitted to Journal of Biomedical Informatics
2021-10-17: minor revision requested
2021-11-16: revised version submitted
2022-01-10: notification of acceptance
2022-01-24: camera-ready version submitted
2022-01-29: published
"Conformance Checking over Uncertain Event Data"
Marco Pegoraro✉, Merih Seran Uysal, Wil M.P. van der Aalst
In Elsevier Information Systems, 2022.
[DOI][Full text postprint @ ResearchGate | arXiv][BibTeX][Experiments]
Chronology
2020-11-23: full text submitted to Elsevier Information Systems
2021-01-29: major revision requested
2021-03-29: revised version submitted
2021-05-26: notification of acceptance
2021-06-01: published
"Efficient Time and Space Representation of Uncertain Event Data"
Marco Pegoraro✉, Merih Seran Uysal, Wil M.P. van der Aalst
In MDPI Algorithms special issue "Process Mining and Emerging Applications", 2020.
[DOI][Full text postprint @ ResearchGate | arXiv][BibTeX][Experiments]
Chronology
2020-09-30: full text submitted to MDPI Algorithms
2020-10-21: major revision requested
2020-10-30: revised version submitted
2020-11-06: notification of acceptance
2020-11-08: camera-ready version submitted
2020-11-09: published
Event Proceedings
"Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study"
Elisabetta Benevento✉, Marco Pegoraro✉, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M.P. van der Aalst, Lukas Martin, Gernot Marx
In International Workshop on Process-Oriented Data Science for Healthcare (PODS4H), 2022.
[Full text postprint @ ResearchGate | arXiv][BibTeX]
Chronology
2022-08-10: abstract submitted to the International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) 2022
2022-08-23: full text submitted to the International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) 2022
2022-09-16: notification of acceptance
2022-09-22: pre-proceedings camera-ready version submitted
2022-10-24: presented
2022-10-24: camera-ready version submitted
"Probabilistic and Non-Deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques"
Marco Pegoraro✉
In International Conference on Advanced Information Systems Engineering (CAiSE) Doctoral Consortium, 2022.
[URL][Full text postprint @ ResearchGate | arXiv][BibTeX]
Chronology
2022-03-15: full text submitted to the International Conference on Advanced Information Systems Engineering, Doctoral Consortium
2022-04-11: notification of acceptance
2022-04-25: camera-ready version submitted
2022-05-30: proceedings published
2022-06-09: presented
"Uncertain Case Identifiers in Process Mining: a User Study of the Event-Case Correlation Problem on Click Data"
Marco Pegoraro✉, Merih Seran Uysal, Tom-Hendrik Hülsmann, Wil M.P. van der Aalst
In International Working Conference on Exploring Modeling Methods for Systems Analysis and Development (EMMSAD), 2022.
🕮 Invited for journal extension
[DOI][Full text postprint @ ResearchGate | arXiv][BibTeX]
Chronology
2021-11-22: abstract submitted to the International Conference on Advanced Information Systems Engineering (CAiSE) 2022, main track
2021-11-29: full text submitted to the International Conference on Advanced Information Systems Engineering (CAiSE) 2022, main track
2022-03-01: notification of rejection
2022-03-08: full text submitted to the International Working Conference on Exploring Modeling Methods for Systems Analysis and Development (EMMSAD) 2022, main track
2022-04-01: notification of acceptance
2022-04-08: camera-ready version submitted
2022-05-30: proceedings published
2022-06-06: presented
"Process Mining on Uncertain Event Data"
Marco Pegoraro✉
In International Conference on Process Mining (ICPM) Doctoral Consortium, 2021.
[URL][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2021-08-20: full text submitted to the International Conference on Process Mining, Doctoral Consortium
2021-10-08: notification of acceptance
2021-10-13: camera-ready version submitted
2021-10-31: presented
2022-03-01: proceedings published
"Probability Estimation of Uncertain Process Trace Realizations"
Marco Pegoraro✉, Bianka Bakullari, Merih Seran Uysal, Wil M.P. van der Aalst
In International Workshop on Event Data and Behavioral Analytics (EdbA), 2021.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2021-06-15: abstract submitted to the International Conference on Process Mining (ICPM) 2021, main track
2021-07-01: full text submitted to the International Conference on Process Mining (ICPM) 2021, main track
2021-08-16: notification of rejection
2021-08-17: abstract submitted to the International Workshop on Event Data and Behavioral Analytics (EdbA) 2021, main track
2021-08-20: full text submitted to the International Workshop on Event Data and Behavioral Analytics (EdbA) 2021, main track
2021-09-16: notification of acceptance
2021-11-01: presented
2022-03-24: proceedings published
"Event Log Sampling for Predictive Monitoring"
Mohammadreza Fani Sani✉, Mozhgan Vazifedoostirani, Gyunam Park✉, Marco Pegoraro✉, Sebastiaan J. van Zelst✉, Wil M.P. van der Aalst✉
In International Workshop on Leveraging Machine Learning in Process Mining (ML4PM), 2021.
🕮 Invited for journal extension
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2021-08-19: abstract submitted to the International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) 2021, main track
2021-09-02: full text submitted to the International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) 2021, main track
2021-09-16: notification of acceptance
2021-11-01: presented
2019-03-24: proceedings published
"An XES Extension for Uncertain Event Data"
Marco Pegoraro✉, Merih Seran Uysal, Wil M.P. van der Aalst
In International Conference of Business Process Management (BPM), 2021.
[URL][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2021-06-21: full text submitted to the International Conference of Business Process Management (BPM) 2021, resource track
2021-07-14: notification of acceptance
2021-07-21: camera-ready version submitted
2021-09-08: presented
2021-10-08: proceedings published
"Analyzing Medical Data with Process Mining: a COVID-19 Case Study"
Marco Pegoraro✉, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M.P. van der Aalst, Lukas Martin, Gernot Marx
In Workshop on Applications of Knowledge-Based Technologies in Business (AKTB), 2021.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2021-05-01: full text submitted to the Workshop on Applications of Knowledge-Based Technologies in Business, work-in-progress track
2021-05-14: notification of acceptance
2021-05-19: camera-ready version submitted
2021-06-15: presented
2022-04-06: proceedings published
"Text-Aware Predictive Monitoring of Business Processes"
Marco Pegoraro✉, Merih Seran Uysal, David Benedikt Georgi, Wil M.P. van der Aalst
In International Conference on Business Information Systems (BIS), 2021.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2021-02-21: full text submitted to the International Conference on Business Information Systems (BIS) 2021, main track
2021-04-19: notification of acceptance
2021-04-20: camera-ready version submitted
2021-06-16: presented
2021-07-02: proceedings published
"PROVED: A Tool for Graph Representation and Analysis of Uncertain Event Data"
Marco Pegoraro✉, Merih Seran Uysal, Wil M.P. van der Aalst
In International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets), 2021.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX][Tool]
Chronology
2021-01-10: abstract submitted to the International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets) 2021, tool demo track
2021-02-03: full text submitted to the International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets) 2021, tool demo track
2021-03-05: notification of acceptance
2021-03-12: camera-ready version submitted
2021-03-12: proceedings published
2021-06-24: presented
"Efficient Construction of Behavior Graphs for Uncertain Event Data"
Marco Pegoraro✉, Merih Seran Uysal, Wil M.P. van der Aalst
In International Conference on Business Information Systems (BIS), 2020.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX][Experiments]
Chronology
2020-12-10: abstract submitted to the International Conference on Business Information Systems (BIS) 2020, main track
2020-12-31: full text submitted to the International Conference on Business Information Systems (BIS) 2020, main track
2020-02-17: notification of acceptance
2020-03-06: camera-ready version submitted
2020-06-09: presented
2020-07-22: proceedings published
"Discovering Process Models from Uncertain Event Data"
Marco Pegoraro✉, Merih Seran Uysal, Wil M.P. van der Aalst
In International Workshop on Business Process Intelligence (BPI), 2019.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2019-06-02: full text submitted to the International Workshop on Business Process Intelligence (BPI) 2019, main track
2019-06-28: notification of acceptance
2019-07-13: camera-ready version submitted
2019-09-02: presented
2019-09-20: post-proceedings version submitted
2020-01-03: post-proceedings published
"Mining Uncertain Event Data in Process Mining"
Marco Pegoraro✉, Wil M.P. van der Aalst
In International Conference on Process Mining (ICPM), 2019.
[DOI][Full text postprint @ ResearchGate | arXiv][Slides][BibTeX]
Chronology
2019-02-01: abstract submitted to the International Conference on Process Mining (ICPM) 2019, main track
2019-02-16: full text submitted to the International Conference on Process Mining (ICPM) 2019, main track
2019-03-10: notification of acceptance
2019-03-25: camera-ready version submitted
2019-06-26: presented
2019-08-05: proceedings published
"Local Search for Designing Noise-Minimal Rotorcraft Approach Trajectories"
Robert A. Morris, K. Brent Venable, Marco Pegoraro, John Lindsay
In Innovative Applications of Artificial Intelligence (IAAI) Conference, 2012.
[Full text @ aai.org][BibTeX]
Master of Science Thesis
"Remaining Time Prediction of Running Business Processes Instances"
Supervisor: Alessandro Sperduti. External supervisor: Daniele Turato.
Bachelor of Science Thesis
"Incorporating Turns in Noise Minimizing Landing Trajectories for Rotorcrafts"
Supervisor: Francesca Rossi. External supervisors: K. Brent Venable, Robert Morris.