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ORCIDMohammadreza Fani Sani
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2020 – today
- 2024
[i12]Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefanía Serral:
LLM-based event abstraction and integration for IoT-sourced logs. CoRR abs/2409.03478 (2024)- [i11]Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin, Andrea Burattin:
ProcessTBench: An LLM Plan Generation Dataset for Process Mining. CoRR abs/2409.09191 (2024) - [i10]Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin, Andrea Burattin:
Skill Learning Using Process Mining for Large Language Model Plan Generation. CoRR abs/2410.12870 (2024) - 2023
- [b1]Mohammadreza Fani Sani:
Preprocessing event data in process mining. RWTH Aachen University, Germany, 2023 - [j10]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): 53-82 (2023) - [c19]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: 102-106 - [c18]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: 369-382 - [c17]Mohammadreza Fani Sani, Fatemeh Nikraftar, Michal Sroka, Andrea Burattin:
Behavioral Recommender System for Process Automation Steps. DATA 2023: 255-262 - [c16]Mohammadreza Fani Sani, Michal Sroka, Andrea Burattin:
LLMs and Process Mining: Challenges in RPA - Task Grouping, Labelling and Connector Recommendation. ICPM Workshops 2023: 379-391 - [i9]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 abs/2301.07624 (2023) - [i8]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 abs/2306.01008 (2023) - [i7]Michal Sroka, Mohammadreza Fani Sani:
Recording of 50 Business Assignments. CoRR abs/2308.12211 (2023) - 2022
- [j9]Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova:
Process mining usage in cybersecurity and software reliability analysis: A systematic literature review. Array 13: 100120 (2022) - [j8]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): 2852-2876 (2022) - [j7]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): 11:1-11:17 (2022) - [i6]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 abs/2204.01470 (2022) - 2021
- [j6]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): 1085-1104 (2021) - [c15]Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova:
Cybersecurity Analysis via Process Mining: A Systematic Literature Review. ADMA 2021: 393-407 - [c14]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: 154-166 - [i5]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 abs/2103.13315 (2021) - [i4]Mansoureh Yari Eili, Jalal Rezaeenour, Mohammadreza Fani Sani:
A Systematic Literature Review on Process-Aware Recommender Systems. CoRR abs/2103.16654 (2021) - [i3]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 abs/2106.00388 (2021) - 2020
- [j5]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): 927-958 (2020) - [j4]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: 101451 (2020) - [c13]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: 281-294 - [c12]Mohammadreza Fani Sani:
Preprocessing Event Data in Process Mining. CAiSE (Doctoral Consortium) 2020: 1-10 - [c11]Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Conformance Checking Approximation Using Subset Selection and Edit Distance. CAiSE 2020: 234-251 - [c10]Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Conformance Checking Approximation Using Simulation. ICPM 2020: 105-112
2010 – 2019
- 2019
- [j3]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: 5:1-5:24 (2019) - [c9]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: 391-404 - [c8]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: 134-138 - [c7]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: 508-519 - [c6]Mohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani:
BIpm: Combining BI and Process Mining. DATA 2019: 123-128 - [i2]Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil M. P. van der Aalst:
Prototype Selection Based on Clustering and Conformance Metrics for Model Discovery. CoRR abs/1912.00736 (2019) - [i1]Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Conformance Checking Approximation using Subset Selection and Edit Distance. CoRR abs/1912.05022 (2019) - 2018
- [c5]Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Repairing Outlier Behaviour in Event Logs. BIS 2018: 115-131 - [c4]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: 35-52 - [c3]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: 98-116 - 2017
- [c2]Mohammadreza Fani Sani, Wil M. P. van der Aalst, Alfredo Bolt, Javier García-Algarra:
Subgroup Discovery in Process Mining. BIS 2017: 237-252 - [c1]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: 216-229 - 2016
- [j2]Ahmad A. Kardan, Mohammad Reza Fani Sani, Somayeh Modaberi:
Implicit learner assessment based on semantic relevance of tags. Comput. Hum. Behav. 55: 743-749 (2016) - 2013
- [j1]Ahmad A. Kardan, Hamid Sadeghi, Saeed Shiry Ghidary, Mohammad Reza Fani Sani:
Prediction of student course selection in online higher education institutes using neural network. Comput. Educ. 65: 1-11 (2013)
Coauthor Index
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