Mohammadreza Fani Sani

According to our database, Mohammadreza Fani Sani authored at least 36 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ProcessTBench: An LLM Plan Generation Dataset for Process Mining.

Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin, Andrea Burattin

CoRR, 2024

LLM-based event abstraction and integration for IoT-sourced logs.

Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefanía Serral

CoRR, 2024

2023

Performance-preserving event log sampling for predictive monitoring.

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

J. Intell. Inf. Syst., August, 2023

Preprocessing event data in process mining.

Mohammadreza Fani Sani

PhD thesis, 2023

Recording of 50 Business Assignments.

Michal Sroka, Mohammadreza Fani Sani

CoRR, 2023

Credit Card Fraud Detection Using Asexual Reproduction Optimization.

Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghadam, Nila Bahrambeik, Ramin Yavari, Mohammadreza Fani Sani

CoRR, 2023

LLMs and Process Mining: Challenges in RPA - Task Grouping, Labelling and Connector Recommendation.

Mohammadreza Fani Sani, Michal Sroka, Andrea Burattin

Proceedings of the Process Mining Workshops, 2023

Behavioral Recommender System for Process Automation Steps.

Mohammadreza Fani Sani, Fatemeh Nikraftar, Michal Sroka, Andrea Burattin

Proceedings of the 12th International Conference on Data Science, 2023

Model-Independent Error Bound Estimation for Conformance Checking Approximation.

Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2023

Alignment Approximator: A ProM Plug-In to Approximate Conformance Statistics.

Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Best Dissertation Award, 2023

2022

Privacy and Confidentiality in Process Mining: Threats and Research Challenges.

Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen

ACM Trans. Manag. Inf. Syst., 2022

Credit card fraud detection using asexual reproduction optimization.

Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghaddam, Nila Bahrambeik, Ramin Yavari, Mohammadreza Fani Sani

Kybernetes, 2022

Process mining usage in cybersecurity and software reliability analysis: A systematic literature review.

Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova

Array, 2022

2021

A Systematic Literature Review on Process-Aware Recommender Systems.

Mansoureh Yari Eili, Jalal Rezaeenour, Mohammadreza Fani Sani

CoRR, 2021

The impact of biased sampling of event logs on the performance of process discovery.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Computing, 2021

Event Log Sampling for Predictive Monitoring.

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Cybersecurity Analysis via Process Mining: A Systematic Literature Review.

Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2020

Detection and removal of infrequent behavior from event streams of business processes.

Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa

Inf. Syst., 2020

Improving the performance of process discovery algorithms by instance selection.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Comput. Sci. Inf. Syst., 2020

Conformance Checking Approximation Using Simulation.

Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the 2nd International Conference on Process Mining, 2020

Conformance Checking Approximation Using Subset Selection and Edit Distance.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering, 2020

Preprocessing Event Data in Process Mining.

Mohammadreza Fani Sani

Proceedings of the Doctoral Consortium Papers Presented at the 32nd International Conference on Advanced Information Systems Engineering (CAiSE 2020), 2020

Prototype Selection Using Clustering and Conformance Metrics for Process Discovery.

Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2020

2019

Repairing Outlier Behaviour in Event Logs using Contextual Behaviour.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2019

Prototype Selection Based on Clustering and Conformance Metrics for Model Discovery.

Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst

CoRR, 2019

BIpm: Combining BI and Process Mining.

Mohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani

Proceedings of the 8th International Conference on Data Science, 2019

Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models.

Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Dissertation Award, 2019

Evaluating the Effectiveness of Interactive Process Discovery in Healthcare: A Case Study.

Elisabetta Benevento, Prabhakar M. Dixit, Mohammadreza Fani Sani, Davide Aloini, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2019

The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Applying Sequence Mining for Outlier Detection in Process Mining.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Filtering Spurious Events from Event Streams of Business Processes.

Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa

Proceedings of the Advanced Information Systems Engineering, 2018

Repairing Outlier Behaviour in Event Logs.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Information Systems - 21st International Conference, 2018

2017

Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities.

Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2017

Subgroup Discovery in Process Mining.

Mohammadreza Fani Sani, Wil M. P. van der Aalst, Alfredo Bolt, Javier García-Algarra

Proceedings of the Business Information Systems - 20th International Conference, 2017

2016

Implicit learner assessment based on semantic relevance of tags.

Ahmad A. Kardan, Mohammad Reza Fani Sani, Somayeh Modaberi

Comput. Hum. Behav., 2016

2013

Prediction of student course selection in online higher education institutes using neural network.

Ahmad A. Kardan, Hamid Sadeghi, Saeed Shiry Ghidary, Mohammad Reza Fani Sani

Comput. Educ., 2013