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EMSOFT
2003
Springer
16 years 12 days ago
Constraint-Based Design-Space Exploration and Model Synthesis
An important bottleneck in model-based design of embedded systems is the cost of constructing models. This cost can be significantly decreased by increasing the reuse of existing m...
Sandeep Neema, Janos Sztipanovits, Gabor Karsai, K...
TRANSCI
2010
98views more  TRANSCI 2010»
15 years 1 months ago
The Vehicle Routing Problem with Stochastic Demand and Duration Constraints
Time considerations have been largely ignored in the study of vehicle routing problems with stochastic demands, even though they are crucial in practice. We show that tour duratio...
Alan L. Erera, Juan C. Morales, Martin W. P. Savel...
CORR
2012
Springer
188views Education» more  CORR 2012»
14 years 2 months ago
A Logical Characterization of Constraint-Based Causal Discovery
We present a novel approach to constraintbased causal discovery, that takes the form of straightforward logical inference, applied to a list of simple, logical statements about ca...
Tom Claassen, Tom Heskes
SPIN
2005
Springer
16 years 19 days ago
Repairing Structurally Complex Data
We present a novel algorithm for repairing structurally complex data. Given an assertion that represents desired structural integrity constraints and a structure that violates them...
Sarfraz Khurshid, Iván García, Yuk L...
JMLR
2010
149views more  JMLR 2010»
15 years 1 months ago
Learning Bayesian Network Structure using LP Relaxations
We propose to solve the combinatorial problem of finding the highest scoring Bayesian network structure from data. This structure learning problem can be viewed as an inference pr...
Tommi Jaakkola, David Sontag, Amir Globerson, Mari...