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» Complexity of Inference in Graphical Models
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PVLDB
2008
122views more  PVLDB 2008»
13 years 8 months ago
Exploiting shared correlations in probabilistic databases
There has been a recent surge in work in probabilistic databases, propelled in large part by the huge increase in noisy data sources -from sensor data, experimental data, data fro...
Prithviraj Sen, Amol Deshpande, Lise Getoor
BPM
2009
Springer
168views Business» more  BPM 2009»
14 years 3 months ago
Divide-and-Conquer Strategies for Process Mining
The goal of Process Mining is to extract process models from logs of a system. Among the possible models to represent a process, Petri nets is an ideal candidate due to its graphic...
Josep Carmona, Jordi Cortadella, Michael Kishinevs...
AI
2007
Springer
14 years 3 months ago
Planning in Multiagent Expedition with Collaborative Design Networks
DEC-POMDPs provide formal models of many cooperative multiagent problems, but their complexity is NEXP-complete in general. We investigate a sub-class of DEC-POMDPs termed multiage...
Yang Xiang, Franklin Hanshar
CODES
1999
IEEE
14 years 1 months ago
Co-design tool construction using APICES
In this paper, we present our approach to automate the development process of co-design tools. We demonstrate with a non-trivial real world example how we can accelerate the tool ...
Ansgar Bredenfeld
WSC
2007
13 years 11 months ago
SIMVIS: interactive visual analysis of large and time-dependent 3D simulation data
SimVis is a novel technology for the interactive visual analysis of large and complex flow data which results from Computational Fluid Dynamics (CFD) simulation. The new technolo...
Helmut Doleisch