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» On the discovery of process models from their instances
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AMAI
2007
Springer
13 years 7 months ago
Relational concept discovery in structured datasets
Relational datasets, i.e., datasets in which individuals are described both by their own features and by their relations to other individuals, arise from various sources such as d...
Marianne Huchard, Mohamed Rouane Hacene, Cyril Rou...
ARTMED
2006
108views more  ARTMED 2006»
13 years 7 months ago
Constructing explanatory process models from biological data and knowledge
We address the task of inducing explanatory models from observations and knowledge about candidate biological processes, using the illustrative problem of modeling photosynthesis ...
Pat Langley, Oren Shiran, Jeff Shrager, Ljupco Tod...
APN
2008
Springer
13 years 9 months ago
Process Discovery Using Integer Linear Programming
Abstract. The research domain of process discovery aims at constructocess model (e.g. a Petri net) which is an abstract representation of an execution log. Such a Petri net should ...
Jan Martijn E. M. van der Werf, Boudewijn F. van D...
SDM
2010
SIAM
283views Data Mining» more  SDM 2010»
13 years 8 months ago
Cascading Spatio-temporal Pattern Discovery: A Summary of Results
Given a collection of Boolean spatio-temporal(ST) event types, the cascading spatio-temporal pattern (CSTP) discovery process finds partially ordered subsets of event-types whose ...
Pradeep Mohan, Shashi Shekhar, James A. Shine, Jam...
ADBIS
2006
Springer
135views Database» more  ADBIS 2006»
13 years 11 months ago
Interactive Discovery and Composition of Complex Web Services
Among the most important expected benefits of a global service oriented architecture leveraging web service standards is an increased level of automation in the discovery, composit...
Sergey A. Stupnikov, Leonid A. Kalinichenko, St&ea...