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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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1 result for “Salmonella”
Supervised learning improves disease outbreak detectionstat.AP

Supervised learning improves disease outbreak detection accuracy.

problem Early detection of infectious disease outbreaks to protect public health.
method Developed a supervised learning approach based on hidden Markov models for disease outbreak detection.
result Reduces false positive rate by up to 50% while maintaining sensitivity.
disease outbreak detectionsupervised learninghidden Markov modelspublic health surveillanceSalmonella
2019-02-06abs ↗pdf ↗