Mohammadreza Fani Sani

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 36

Top Topics

Business Process

Credit Card Fraud

Top Venues

Business Process Management Workshops

Publications

Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Model-Independent Error Bound Estimation for Conformance Checking Approximation. Business Process Management Workshops (2023)
Michal Sroka, Mohammadreza Fani Sani
Recording of 50 Business Assignments. CoRR (2023)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Performance-Preserving Event Log Sampling for Predictive Monitoring. CoRR (2023)
Mohammadreza Fani Sani, Fatemeh Nikraftar, Michal Sroka, Andrea Burattin
Behavioral Recommender System for Process Automation Steps. DATA (2023)
Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Alignment Approximator: A ProM Plug-In to Approximate Conformance Statistics. BPM (Demos / Resources Forum) (2023)
Mohammadreza Fani Sani, Michal Sroka, Andrea Burattin
LLMs and Process Mining: Challenges in RPA - Task Grouping, Labelling and Connector Recommendation. ICPM Workshops (2023)
Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghadam, Nila Bahrambeik, Ramin Yavari, Mohammadreza Fani Sani
Credit Card Fraud Detection Using Asexual Reproduction Optimization. CoRR (2023)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Performance-preserving event log sampling for predictive monitoring. J. Intell. Inf. Syst. 61 (1) (2023)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Event Log Sampling for Predictive Monitoring. CoRR (2022)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Trans. Manag. Inf. Syst. 13 (1) (2022)
Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghaddam, Nila Bahrambeik, Ramin Yavari, Mohammadreza Fani Sani
Credit card fraud detection using asexual reproduction optimization. Kybernetes 51 (9) (2022)
Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova
Process mining usage in cybersecurity and software reliability analysis: A systematic literature review. Array 13 (2022)
Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Model Independent Error Bound Estimation for Conformance Checking Approximation. CoRR (2021)
Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova
Cybersecurity Analysis via Process Mining: A Systematic Literature Review. ADMA (2021)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
Privacy and Confidentiality in Process Mining - Threats and Research Challenges. CoRR (2021)
Mansoureh Yari Eili, Jalal Rezaeenour, Mohammadreza Fani Sani
A Systematic Literature Review on Process-Aware Recommender Systems. CoRR (2021)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Event Log Sampling for Predictive Monitoring. ICPM Workshops (2021)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
The impact of biased sampling of event logs on the performance of process discovery. Computing 103 (6) (2021)
Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Conformance Checking Approximation Using Simulation. ICPM (2020)
Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
Detection and removal of infrequent behavior from event streams of business processes. Inf. Syst. 90 (2020)
Mohammadreza Fani Sani
Preprocessing Event Data in Process Mining. CAiSE (Doctoral Consortium) (2020)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Conformance Checking Approximation Using Subset Selection and Edit Distance. CAiSE (2020)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Improving the performance of process discovery algorithms by instance selection. Comput. Sci. Inf. Syst. 17 (3) (2020)
Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst
Prototype Selection Using Clustering and Conformance Metrics for Process Discovery. Business Process Management Workshops (2020)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms. ADBIS (Short Papers and Workshops) (2019)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Conformance Checking Approximation using Subset Selection and Edit Distance. CoRR (2019)
Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst
Prototype Selection Based on Clustering and Conformance Metrics for Model Discovery. CoRR (2019)
Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models. BPM (PhD/Demos) (2019)
Elisabetta Benevento, Prabhakar M. Dixit, Mohammadreza Fani Sani, Davide Aloini, Wil M. P. van der Aalst
Evaluating the Effectiveness of Interactive Process Discovery in Healthcare: A Case Study. Business Process Management Workshops (2019)
Mohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani
BIpm: Combining BI and Process Mining. DATA (2019)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Repairing Outlier Behaviour in Event Logs using Contextual Behaviour. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 14 (2019)
Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
Filtering Spurious Events from Event Streams of Business Processes. CAiSE (2018)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Applying Sequence Mining for Outlier Detection in Process Mining. OTM Conferences (2) (2018)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Repairing Outlier Behaviour in Event Logs. BIS (2018)
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities. Business Process Management Workshops (2017)
Mohammadreza Fani Sani, Wil M. P. van der Aalst, Alfredo Bolt, Javier García-Algarra
Subgroup Discovery in Process Mining. BIS (2017)