8 citations · 12 across the 4 of their papers we have counts for
7 papers
Credit Card Fraud Detection Using Asexual Reproduction Optimization
Anahita Farhang Ghahfarokhi, Taha Mansouri, Mohammad Reza Sadeghi Moghadam +3
As the number of credit card users has increased, detecting fraud in this domain has become a vital issue. Previous literature has applied various supervised and unsupervised machi…
Clustering Object-Centric Event Logs
Anahita Farhang Ghahfarokhi, Fatemeh Akoochekian, Fareed Zandkarimi +1
Process mining provides various algorithms to analyze process executions based on event data. Process discovery, the most prominent category of process mining techniques, aims to d…
Predictive Object-Centric Process Monitoring
Timo Rohrer, Anahita Farhang Ghahfarokhi, Mohamed Behery +2
The automation and digitalization of business processes has resulted in large amounts of data captured in information systems, which can aid businesses in understanding their proce…
A Python Tool for Object-Centric Process Mining Comparison
Anahita Farhang Ghahfarokhi, Wil M. P. van der Aalst
Object-centric process mining provides a more holistic view of processes where we analyze processes with multiple case notions. However, most object-centric process mining techniqu…
A Scalable Database for the Storage of Object-Centric Event Logs
Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park +1
Object-centric process mining provides a set of techniques for the analysis of event data where events are associated to several objects. To store Object-centric Event Logs (OCELs)…
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP)
Wil van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi +3
Operational processes in production, logistics, material handling, maintenance, etc., are supported by cyber-physical systems combining hardware and software components. As a resul…