On-device research index

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.

169,181 papers · 148 categories

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2 results for “Tuscany”

Reti bayesiane per lo studio del fenomeno degli incidenti stradali tra i giovani in Toscanastat.AP

Bayesian network used to analyze young drivers' risky behaviors in Tuscany.

problem Analyzing risky driving behaviors among young drivers in Tuscany.

method Bayesian probabilistic network applied to machine learning analysis of data.

result Bayesian network reveals relationships between young drivers' characteristics and risky behaviors.

Bayesian network young drivers risky behaviors Tuscany machine learning

2017-10-19abs ↗pdf ↗

Classification of cancer pathology reports: a large-scale comparative studycs.LG

Deep learning improves cancer report classification accuracy.

problem Automatically assigning ICD-O3 codes to cancer reports.

method State-of-the-art deep learning techniques, including hierarchical and flat models, with attention mechanisms.

result Best model achieves 90.3% accuracy on topography site assignment and 84.8% on morphology type assignment.

cancer pathology deep learning ICD-O3 topography morphology

2020-06-29abs ↗pdf ↗