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BPM
2009
Springer
161views Business» more  BPM 2009»
16 years 1 months ago
Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models
Process mining refers to the extraction of process models from event logs. Real-life processes tend to be less structured and more flexible. Traditional process mining algorithms ...
R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aa...
CAISE
2004
Springer
15 years 12 months ago
Goal-Driven Analysis of Process Model Validity
Business process modeling and design, which has attracted much attention in recent years, emphasizes mainly graphical representation, usually without an underlying theory. The lack...
Pnina Soffer, Yair Wand
BPM
2005
Springer
113views Business» more  BPM 2005»
15 years 12 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
IS
2007
15 years 6 months ago
Improving process models by discovering decision points
Workflow management systems (WfMS) are widely used by business enterprises as tools for administrating, automating and scheduling the business process activities with the availab...
Sharmila Subramaniam, Vana Kalogeraki, Dimitrios G...
ICCS
2007
Springer
16 years 18 days ago
Pushing Frequency Constraint to Utility Mining Model
Traditional association rules mining (ARM) only concerns the frequency of itemsets, which may not bring large amount of profit. Utility mining only focuses on itemsets with high ut...
Jing Wang, Ying Liu, Lin Zhou, Yong Shi, Xingquan ...