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Hawkes Process Multi-armed Bandits for Disaster Search and Rescue
We propose a novel framework for integrating Hawkes processes with multi-armed bandit algorithms to solve spatio-temporal event forecasting and detection problems when data may be undersampled or spatially biased.
Drug-drug interaction prediction based on co-medication patterns and graph matching
Background: The problem of predicting whether a drug combination of arbitrary orders is likely to induce adverse drug reactions is considered in this manuscript.
Drug Recommendation toward Safe Polypharmacy
Adverse drug reactions (ADRs) induced from high-order drug-drug interactions (DDIs) due to polypharmacy represent a significant public health problem.
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