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Tzu-Wei Hung, Chun-Ping Yen · 2023 · DOI 10.1007/s11229-023-04189-0

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cs.LG 1

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2026 1

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UNVERDICTED 1

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FASE : A Fairness-Aware Spatiotemporal Event Graph Framework for Predictive Policing

cs.LG · 2026-04-19 · unverdicted · novelty 4.0

FASE pairs a spatiotemporal graph neural network and multivariate Hawkes process for crime prediction with a fairness-constrained linear program for patrol allocation, showing that allocation fairness holds in simulation but a 3.5 percentage point detection gap between minority and non-minority ZIPs

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  • FASE : A Fairness-Aware Spatiotemporal Event Graph Framework for Predictive Policing cs.LG · 2026-04-19 · unverdicted · none · ref 12

    FASE pairs a spatiotemporal graph neural network and multivariate Hawkes process for crime prediction with a fairness-constrained linear program for patrol allocation, showing that allocation fairness holds in simulation but a 3.5 percentage point detection gap between minority and non-minority ZIPs