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APN
2010
Springer
10 years 2 months ago
Learning Workflow Petri Nets
Workflow mining is the task of automatically producing a workflow model from a set of event logs recording sequences of workflow events; each sequence corresponds to a use case or ...
Javier Esparza, Martin Leucker, Maximilian Schlund
BPM
2009
Springer
157views Business» more  BPM 2009»
10 years 5 months ago
ProM: The Process Mining Toolkit
Nowadays, all kinds of information systems store detailed information in logs. Examples of such systems include classical workflow management systems (Staffware), ERP systems (SAP)...
Wil M. P. van der Aalst, Boudewijn F. van Dongen, ...
COMPSAC
2008
IEEE
10 years 6 months ago
Avoiding Program Failures Through Safe Execution Perturbations
We present an online framework to capture and recover from program failures and prevent them from occurring in the future through safe execution perturbations. The perturbations a...
Sriraman Tallam, Chen Tian, Rajiv Gupta, Xiangyu Z...
BPM
2008
Springer
192views Business» more  BPM 2008»
10 years 6 months ago
Trace Clustering in Process Mining
Process mining has proven to be a valuable tool for analyzing operational process executions based on event logs. Existing techniques perform well on structured processes, but stil...
Minseok Song, Christian W. Günther, Wil M. P....
BPM
2008
Springer
136views Business» more  BPM 2008»
10 years 6 months ago
A Region-Based Algorithm for Discovering Petri Nets from Event Logs
The paper presents a new method for the synthesis of Petri nets from event logs in the area of Process Mining. The method derives a bounded Petri net that over-approximates the beh...
Josep Carmona, Jordi Cortadella, Michael Kishinevs...
APN
2004
Springer
10 years 9 months ago
EMiT: A Process Mining Tool
Process mining offers a way to distill process models from event logs originating from transactional systems in logistics, banking, e-business, health-care, etc. The algorithms us...
Boudewijn F. van Dongen, Wil M. P. van der Aalst
BPM
2005
Springer
113views Business» more  BPM 2005»
10 years 9 months ago
Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models
Most information systems log events (e.g., transaction logs, audit trails) to audit and monitor the processes they support. At the same time, many of these processes have been expl...
Anne Rozinat, Wil M. P. van der Aalst
BPM
2007
Springer
130views Business» more  BPM 2007»
10 years 10 months ago
Process Mining Based on Clustering: A Quest for Precision
Process mining techniques attempt to extract non-trivial and useful information from event logs recorded by information systems. For example, there are many process mining techniqu...
Ana Karla Alves de Medeiros, Antonella Guzzo, Gian...
CAISE
2009
Springer
10 years 10 months ago
Pattern Mining in System Logs: Opportunities for Process Improvement
Enterprise systems implementations are often accompanied by changes in the business processes of the organizations in which they take place. However, not all the changes are desira...
Dolev Mezebovsky, Pnina Soffer, Ilan Shimshoni
BPM
2009
Springer
195views Business» more  BPM 2009»
10 years 10 months ago
Process Mining: Fuzzy Clustering and Performance Visualization
The goal of performance analysis of business processes is to gain insights into operational processes, for the purpose of optimizing them. To intuitively show which parts of the pr...
Boudewijn F. van Dongen, A. Adriansyah
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