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20232026
most citedCardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural Networks

16 citations · 16 across the 7 of their papers we have counts for

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cs.LG2026

Estimating Inconsistency Response Surfaces under Uncertainty in Cyber-Physical System Development

Johannes Mäkelburg, Tim Schwabe, Maribel Acosta

Cyber-Physical Systems (CPS) are commonly represented through multiple interconnected models. During development, CPS consistency requires that shared model elements remain compati…

cs.DB2026

Fully Inductive Cardinality Estimation

Tim Schwabe, Lukas Ketzer, Maribel Acosta

Query optimization of Basic Graph Patterns (BGP) SPARQL queries over Knowledge Graphs (KG) requires accurate cardinality estimation. Recently published learned estimators outperfor…