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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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2 results for “bio-surveillance”

Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detectioncs.IR

Improved bio-surveillance through automated document classification.

problem Tracking infectious diseases across global news alerts.

method Recurrent neural networks, TF-IDF, Naive Bayes, logistic regression.

result 97% recall and 93.3% accuracy in bio-surveillance event classification.

bio-surveillance disease tracking automated document classification recurrent neural networks TF-IDF

2019-02-17abs ↗pdf ↗

Algorithmic Bio-surveillance For Precise Spatio-temporal Prediction of Zoonotic Emergenceq-bio.PE

Viral zoonoses have emerged as the key drivers of recent pandemics. Human infection by zoonotic viruses are either spillover events -- isolated infections that fail to cause a widespread contagion -- or species jumps, where successful adaptation to the new host leads to a pandemic. Despite expensive bio-surveillance ef…

2018-01-23abs ↗pdf ↗