Anomaly detection in business processes using process mining and fuzzy association rule learning

R Sarno, F Sinaga, KR Sungkono - Journal of Big Data, 2020 - Springer
Much corporate organization nowadays implement enterprise resource planning (ERP) to
manage their business processes. Because the processes run continuously, ERP produces …

Improving efficiency for discovering business processes containing invisible tasks in non-free choice

R Sarno, KR Sungkono, M Taufiqulsa'di… - Journal of Big Data, 2021 - Springer
Process discovery helps companies automatically discover their existing business
processes based on the vast, stored event log. The process discovery algorithms have been …

[PDF][PDF] An improved method of parallel model detection for graph-based process model discovery

I Waspada, R Sarno, KR Sungkono - International Journal of …, 2020 - academia.edu
The existing method of graph-based process model discovery has weaknesses in detecting
parallel relationship (XOR, AND, and OR). The algorithm only works on a particular graph …

TOAD: trace ordering for anomaly detection

F Richter, Y Lu, L Zellner, J Sontheim… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Outlier detection is one of the most important tasks to keep your processes in control.
Unawareness of critical anomalies can lead to exhausting expenses, hence, it is highly …

Business processes discovery in halal restaurant kitchen using graph-based algorithm

AS Ahmadiyah, IN Hazimi, DM Rozi… - 2021 IEEE Asia …, 2021 - ieeexplore.ieee.org
As the halal lifestyle spreads rapidly in the culinary field, a good halal SOP in the kitchen is
crucially needed because there are issues such as ingredient usage in the cooking process …

Adopted topic modeling for business process and software component conformity checking

AS Ahmadiyah, R Sarno… - … Electronics and Control), 2020 - telkomnika.uad.ac.id
Business processes and software components, especially class diagrams, have a firm
connection. Considering software components support the business process in providing an …

Mining Collaboration Business Process Containing Invisible Task by Using Modified Alpha

AF Septiyanto, R Sarno… - 2021 13th International …, 2021 - ieeexplore.ieee.org
Business processes are experiencing increasingly complex developments; therefore, an
extensive business process must cover all existing process flows. Applied business process …

Checking wrong decision and wrong pattern by using a graph-based method

KR Sungkono, EO Putri, H Azkiyah… - 2021 13th International …, 2021 - ieeexplore.ieee.org
Companies in the world have been considered fraud as a crucial problem. The fraud can be
caused by many things, including data manipulation and anomalies in business processes …

Leveraging business process mining to obtain business intelligence and improve organizational performance

F Zandkarimi - 2023 - madoc.bib.uni-mannheim.de
The utilization of process mining event logs has emerged as a pivotal strategy for
organizations to achieve business intelligence, comprehend their processes, pinpoint …

Recovering truncated streaming event log using coupled hidden Markov Model

R Sarno, KR Sungkono - International Journal of Pattern …, 2020 - World Scientific
Process discovery is a technique for obtaining process model based on traces recorded in
the event log. Nowadays, information systems produce streaming event logs to record their …