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» Mining Process Execution and Outcomes - Position Paper
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GECCO
2008
Springer
115views Optimization» more  GECCO 2008»
13 years 6 months ago
A genetic programming approach to business process mining
The aim of process mining is to identify and extract process patterns from data logs to reconstruct an overall process flowchart. As business processes become more and more comple...
Chris J. Turner, Ashutosh Tiwari, Jörn Mehnen
IJCAI
2001
13 years 7 months ago
On-Line Execution of cc-Golog Plans
Previously, the plan language cc-Golog was introduced for the purpose of specifying event-driven behavior typically found in robot controllers. So far, however, cc-Golog is usable...
Henrik Grosskreutz, Gerhard Lakemeyer
MLDM
2009
Springer
13 years 10 months ago
Assisting Data Mining through Automated Planning
The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...
Fernando Fernández, Daniel Borrajo, Susana ...
ICWS
2008
IEEE
13 years 7 months ago
Discovering Reference Process Models by Mining Process Variants
Recently, a new generation of adaptive Process-Aware Information Systems (PAIS) has emerged, which allows for dynamic process and service changes (e.g., to insert, delete, and mov...
Chen Li, Manfred Reichert, Andreas Wombacher
DEXA
2008
Springer
137views Database» more  DEXA 2008»
13 years 7 months ago
A Grid-Based Multi-relational Approach to Process Mining
Abstract. Industrial, scientific, and commercial applications use information systems to trace the execution of a business process. Relevant events are registered in massive logs a...
Antonio Turi, Annalisa Appice, Michelangelo Ceci, ...