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Pseudo Polynomial-Time Top-k Algorithms for d-DNNF Circuits
Under the same assumption, we present a pseudo polynomial-time algorithm that transforms $C$ into a d-DNNF circuit $C'$ satisfied exactly by the models of $C$ having a value among the top-$k$ ones.
Feature-Model-Guided Online Learning for Self-Adaptive Systems
Existing online learning techniques randomly explore the possible adaptation actions, but this can lead to slow convergence of the learning process.
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