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20242026
most citedInvestigating potential causes of Sepsis with Bayesian network structure learning

1 citations · 2 across the 8 of their papers we have counts for

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cs.LG2025

Stable Structure Learning with HC-Stable and Tabu-Stable Algorithms

Neville K. Kitson, Anthony C. Constantinou

Many Bayesian Network structure learning algorithms are unstable, with the learned graph sensitive to arbitrary dataset artifacts, such as the ordering of columns (i.e., variable o…

cs.LG2025

Decoding the mechanisms of the Hattrick football manager game using Bayesian network structure learning

Anthony C. Constantinou, Nicholas Higgins, Neville K. Kitson

Hattrick is a free web-based probabilistic football manager game with over 200,000 users competing for titles at national and international levels. Launched in Sweden in 1997 as pa…