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Titlebook: KI 2013: Advances in Artificial Intelligence; 36th Annual German C Ingo J. Timm,Matthias Thimm Conference proceedings 2013 Springer-Verlag

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楼主: Debilitate
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On GPU-Based Nearest Neighbor Queries for Large-Scale Photometric Catalogs in Astronomy,text. Our experiments indicate that carefully tuned implementations of spatial search structures for such multi-core devices can significantly reduce the practical runtime. This renders the resulting frameworks an important algorithmic tool for current and upcoming data analyses in astronomy.
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Variable Neighborhood Search for Continuous Monitoring Problem with Inter-Depot Routes,timum. Furthermore, the proposed algorithm outperforms existing methods for the Continuous Monitoring Problem (CMP) in both solution quality (in 3 times) and computational time (more than 400 times faster).
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Comparison of Sensor-Feedback Prediction Methods for Robust Behavior Execution,d sensor output. Two function fitting approaches (analytic model and generic function approximation) and a vector quantization method are compared with each other. The evaluation of the triggering mechanism in real scenarios will show that the execution of emergency actions in unexpected situations
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https://doi.org/10.1007/978-3-642-40942-4clustering; human motion; machine learning; modeling; semantics
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978-3-642-40941-7Springer-Verlag Berlin Heidelberg 2013
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KI 2013: Advances in Artificial Intelligence978-3-642-40942-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Advances in Accessing Big Data with Expressive Ontologies,cations. Recently, advances for the expressive DL . have been made in the dissertation of S. Wandelt for concept-based instance retrieval on Big Data descriptions stored in secondary memory. In this paper we extend this approach by investigating optimization algorithms for answering grounded conjunctive queries.
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Changes of Relational Probabilistic Belief States and Their Computation under Optimum Entropy Semanstic belief states by use of the relative entropy in a propositional setting to relational languages. As a second contribution of this paper, we present a method to compute such belief changes by considering a dual problem and present first application and experimental results.
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