Titlebook: Artificial Intelligence in Medicine; 19th International C Allan Tucker,Pedro Henriques Abreu,David Ria?o Conference proceedings 2021 The Ed

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Sum-Product Networks for Early Outbreak Detection of Emerging Diseasesversely to the conventional use of SPNs, we present a new approach to detect anomalies by evaluating .-values on the learned model. Our experiments on synthetic and real data with synthetic outbreaks show that SPNs are able to improve upon state-of-the-art techniques for detecting outbreaks of emerging diseases.

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0302-9743 as a virtual event, in June 2021...The 28 full papers presented together with 30 short papers were selected from 138 submissions. The papers are grouped in topical sections on image analysis; predictive modelling; temporal data analysis; unsupervised learning; planning and decision support; deep le

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