26 citations · 57 across the 11 of their papers we have counts for
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cs.DS2019★ 6 cited
Discovering Interesting Cycles in Directed Graphs
Florian Adriaens, Cigdem Aslay, Tijl De Bie +2
Cycles in graphs often signify interesting processes. For example, cyclic trading patterns can indicate inefficiencies or economic dependencies in trade networks, cycles in food we…
cs.DB2019★ 1 cited
Query the model: precomputations for efficient inference with Bayesian Networks
Cigdem Aslay, Martino Ciaperoni, Aristides Gionis +1
Variable Elimination is a fundamental algorithm for probabilistic inference over Bayesian networks. In this paper, we propose a novel materialization method for Variable Eliminatio…