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» Mining taxonomies of process models
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EDM
2009
184views Data Mining» more  EDM 2009»
14 years 7 months ago
Process Mining Online Assessment Data
Traditional data mining techniques have been extensively applied to find interesting patterns, build descriptive and predictive models from large volumes of data accumulated throug...
Mykola Pechenizkiy, Nikola Trcka, Ekaterina Vasily...
54
Voted
ER
2004
Springer
79views Database» more  ER 2004»
15 years 2 months ago
Multi-phase Process Mining: Building Instance Graphs
Abstract. Deploying process-driven information systems is a time-consuming and error-prone task. Process mining attempts to improve this by automatically generating a process model...
Boudewijn F. van Dongen, Wil M. P. van der Aalst
BPM
2008
Springer
143views Business» more  BPM 2008»
14 years 11 months ago
Mining Based on Learning from Process Change Logs
In today's dynamic business world economic success of an enterprise increasingly depends on its ability to react to internal and external changes in a quick and flexible way. ...
Chen Li, Manfred Reichert, Andreas Wombacher
BPM
2005
Springer
141views Business» more  BPM 2005»
15 years 3 months ago
Towards a Framework for the Agile Mining of Business Processes
Abstract. In order to support business processes effectively, their implementation by a process management systems (PMS) must be as close to the real world’s processes as possib...
Barbara Weber, Manfred Reichert, Stefanie Rinderle...
135
Voted
IS
2011
14 years 4 months ago
Time prediction based on process mining
Abstract. Process mining allows for the automated discovery of process models from event logs. These models provide insights and enable various types of model-based analysis. This ...
Wil M. P. van der Aalst, M. H. Schonenberg, Minseo...