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Titlebook: Database and Expert Systems Applications; 33rd International C Christine Strauss,Alfredo Cuzzocrea,Ismail Khalil Conference proceedings 202

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A Divergent Index Advisor Using Deep Reinforcement Learningload partitions and learns the benefit of their index configurations via performance observation. We conduct experiments using the TPC-H and TPC-DS database benchmarks to evaluate the performance of DINA. The experiments show that DINA yields better query execution time than the existing algorithms.
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Jonathan Hofmann,Sandra Schmolzuse an attention-based multi-hop propagation mechanism to take users and movies as center nodes and extend their attributes along with the connections of the knowledge graph by recursively calculating the different contributions of their neighbors. We use two real-world datasets to show the effectiv
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Michael Scharpf,Bernd-Joachim Ertelttransformation tool with a real-world industrial use case focused on quality management in plastic injection molding for the automotive sector. We use BPMN2KG for process-centric integration of dispersed production systems data that results in an integrated knowledge graph that can be queried using
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Interkulturelle Kompetenz für Controllere the “attention” mechanism in our model. In this work, the learned embeddings of entities and relations are applied to link prediction and triple classification in experiments and our model shows the best performance compared with multiple baselines.
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CFO – vom Zahlenverwalter zum Co-Pilotensays with 5,514 unique property-value pairs for 103 predicates shows competitive performance. . As a result, semantified assay collections can be surveyed on the ORKG platform via tabulation or chart-based visualizations of key property values of the chemicals and compounds offering smart knowledge
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Rückkehr der Grenzplankostenrechner?simulate three inference attack scenarios to better ascertain the risk of publishing raw energy data. In addition, we investigate three activation extraction methods for appliance event detection. The results show that the disclosure risk associated with releasing smart grid data in their original f
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https://doi.org/10.1007/978-3-8349-6398-7load partitions and learns the benefit of their index configurations via performance observation. We conduct experiments using the TPC-H and TPC-DS database benchmarks to evaluate the performance of DINA. The experiments show that DINA yields better query execution time than the existing algorithms.
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