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» On the discovery of process models from their instances
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AAAI
2010
13 years 8 months ago
Representation Discovery in Sequential Decision Making
Automatically constructing novel representations of tasks from analysis of state spaces is a longstanding fundamental challenge in AI. I review recent progress on this problem for...
Sridhar Mahadevan
ISEM
2006
90views more  ISEM 2006»
13 years 7 months ago
Using GXL for exchanging business process models
Abstract The GXL Graph eXchange Language is an XML-based standard exchange language for sharing graph data between tools. GXL can be customized to exchange application specific typ...
Andreas Winter, Carlo Simon
APSCC
2009
IEEE
14 years 2 months ago
Translating Semantic Web Service based business process models
— We describe a model-driven translation approach between Semantic Web Service based business process models in the context of the SUPER project. In SUPER we provide a set of bus...
Liliana Cabral, John Domingue
APN
2007
Springer
14 years 1 months ago
ProM 4.0: Comprehensive Support for Real Process Analysis
This tool paper describes the functionality of ProM. Version 4.0 of ProM has been released at the end of 2006 and this version reflects recent achievements in process mining. Proc...
Wil M. P. van der Aalst, Boudewijn F. van Dongen, ...
JMLR
2006
125views more  JMLR 2006»
13 years 7 months ago
A Linear Non-Gaussian Acyclic Model for Causal Discovery
In recent years, several methods have been proposed for the discovery of causal structure from non-experimental data. Such methods make various assumptions on the data generating ...
Shohei Shimizu, Patrik O. Hoyer, Aapo Hyvärin...