Mohammadreza Fani Sani

44 papers A 2B 1C 3Journal 21Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	LSAST: Enhancing Cybersecurity Through LLM-Supported Static Application Security Testing. SEC (1) Mete Keltek, Rong Hu, Mohammadreza Fani Sani, Ziyue Li
2025	J	`jnl`	RoboPilot: Generalizable Dynamic Robotic Manipulation with Dual-thinking Modes. CoRR Xinyi Liu, Mohammadreza Fani Sani, Zewei Zhou, Julius Wirbel, Bahram Zarrin, Roberto Galeazzi
2024	—	`conf`	LLM-Based Event Abstraction and Integration for IoT-Sourced Logs. Business Process Management Workshops Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefanía Serral
2024	J	`jnl`	LLM-based event abstraction and integration for IoT-sourced logs. CoRR Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefanía Serral
2024	J	`jnl`	ProcessTBench: An LLM Plan Generation Dataset for Process Mining. CoRR Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin, Andrea Burattin
2024	—	`conf`	Skill Learning Using Process Mining for Large Language Model Plan Generation. ICPM Workshops Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin, Andrea Burattin
2024	J	`jnl`	Skill Learning Using Process Mining for Large Language Model Plan Generation. CoRR Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin, Andrea Burattin
2023	—	`conf`	Alignment Approximator: A ProM Plug-In to Approximate Conformance Statistics. BPM (Demos / Resources Forum) Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	C	`conf`	Behavioral Recommender System for Process Automation Steps. DATA Mohammadreza Fani Sani, Fatemeh Nikraftar, Michal Sroka, Andrea Burattin
2023	J	`jnl`	Credit Card Fraud Detection Using Asexual Reproduction Optimization. CoRR Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghadam, Nila Bahrambeik, Ramin Yavari, Mohammadreza Fani Sani
2023	—	`conf`	LLMs and Process Mining: Challenges in RPA - Task Grouping, Labelling and Connector Recommendation. ICPM Workshops Mohammadreza Fani Sani, Michal Sroka, Andrea Burattin
2023	—	`conf`	Model-Independent Error Bound Estimation for Conformance Checking Approximation. Business Process Management Workshops Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	J	`jnl`	Performance-Preserving Event Log Sampling for Predictive Monitoring. CoRR Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	J	`jnl`	Performance-preserving event log sampling for predictive monitoring. J. Intell. Inf. Syst. Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	—	`—`	Preprocessing event data in process mining. Mohammadreza Fani Sani
2023	J	`jnl`	Recording of 50 Business Assignments. CoRR Michal Sroka, Mohammadreza Fani Sani
2022	J	`jnl`	Credit card fraud detection using asexual reproduction optimization. Kybernetes Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghaddam, Nila Bahrambeik, Ramin Yavari, Mohammadreza Fani Sani
2022	J	`jnl`	Event Log Sampling for Predictive Monitoring. CoRR Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	J	`jnl`	Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Trans. Manag. Inf. Syst. Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
2022	J	`jnl`	Process mining usage in cybersecurity and software reliability analysis: A systematic literature review. Array Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova
2021	J	`jnl`	A Systematic Literature Review on Process-Aware Recommender Systems. CoRR Mansoureh Yari Eili, Jalal Rezaeenour, Mohammadreza Fani Sani
2021	C	`conf`	Cybersecurity Analysis via Process Mining: A Systematic Literature Review. ADMA Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova
2021	—	`conf`	Event Log Sampling for Predictive Monitoring. ICPM Workshops Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Model Independent Error Bound Estimation for Conformance Checking Approximation. CoRR Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Privacy and Confidentiality in Process Mining - Threats and Research Challenges. CoRR Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
2021	J	`jnl`	The impact of biased sampling of event logs on the performance of process discovery. Computing Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	B	`conf`	Conformance Checking Approximation Using Simulation. ICPM Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	A	`conf`	Conformance Checking Approximation Using Subset Selection and Edit Distance. CAiSE Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	J	`jnl`	Detection and removal of infrequent behavior from event streams of business processes. Inf. Syst. Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
2020	J	`jnl`	Improving the performance of process discovery algorithms by instance selection. Comput. Sci. Inf. Syst. Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	Preprocessing Event Data in Process Mining. CAiSE (Doctoral Consortium) Mohammadreza Fani Sani
2020	—	`conf`	Prototype Selection Using Clustering and Conformance Metrics for Process Discovery. Business Process Management Workshops Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst
2019	C	`conf`	BIpm: Combining BI and Process Mining. DATA Mohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani
2019	J	`jnl`	Conformance Checking Approximation using Subset Selection and Edit Distance. CoRR Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	Evaluating the Effectiveness of Interactive Process Discovery in Healthcare: A Case Study. Business Process Management Workshops Elisabetta Benevento, Prabhakar M. Dixit, Mohammadreza Fani Sani, Davide Aloini, Wil M. P. van der Aalst
2019	—	`conf`	Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models. BPM (PhD/Demos) Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	J	`jnl`	Prototype Selection Based on Clustering and Conformance Metrics for Model Discovery. CoRR Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst
2019	J	`jnl`	Repairing Outlier Behaviour in Event Logs using Contextual Behaviour. Enterp. Model. Inf. Syst. Archit. Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms. ADBIS (Short Papers and Workshops) Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2018	—	`conf`	Applying Sequence Mining for Outlier Detection in Process Mining. OTM Conferences (2) Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2018	A	`conf`	Filtering Spurious Events from Event Streams of Business Processes. CAiSE Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
2018	—	`conf`	Repairing Outlier Behaviour in Event Logs. BIS Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2017	—	`conf`	Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities. Business Process Management Workshops Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2017	—	`conf`	Subgroup Discovery in Process Mining. BIS Mohammadreza Fani Sani, Wil M. P. van der Aalst, Alfredo Bolt, Javier García-Algarra