Titlebook: KI 2012: Advances in Artificial Intelligence; 35th Annual German C Birte Glimm,Antonio Krüger Conference proceedings 2012 Springer-Verlag B

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A Compact Encoding of Pseudo-Boolean Constraints into SATt a novel small sized and simple to implement encoding. The encoding maintains generalized arc consistency by unit propagation and results in a formula in conjunctive normal form that is linear in size with respect to the number of input variables. Experimental data confirms the advantages of the en

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Small Talk Is More than Chit-Chated the need to pay attention to the sophisticated structures found in (human) casual conversations. In particular, existing dialogue act tag sets lack of tags adequately reflecting the subtle structures found in small talk. The approach presented here structures dialogues on two different levels. Th

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Clustering Based on Density Estimation with Sparse Gridsplitting is accomplished by removing vertices of the graph at which an estimated density function of the data evaluates to values below a threshold. The density function is approximated on a sparse grid in order to make the method feasible in higher-dimensional settings and scalable in the number of

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