Research
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.

168,742 papers · 148 categories

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0111 · Dec 201919922001200920172026
2 results for “fleet-based”
A general anomaly detection framework for fleet-based condition monitoring of machinescs.LG

Framework detects anomalies in fleet-based machine monitoring.

problem Detecting faults in fleets of similar machines without large historical data.
method Unsupervised, generic anomaly detection using online fleet comparisons and user-defined measures.
result Framework detects anomalies in real-time with minimal historical data.
machine monitoringfleet-basedanomaly detectionunsupervised learningcondition monitoring
2019-12-30abs ↗pdf ↗
Multi-output Gaussian Process Modulated Poisson Processes for Event Predictionstat.ML

Proposes a model for predicting events from event streams.

problem Predicting events like part replacement and failure in manufacturing and teleservice systems.
method Non-parametric prognostic framework using MGCP modulated Poisson processes.
result MGCP prior facilitates sharing of information and analysis of flexible event patterns.
event predictionPoisson processesGaussian processesreliability engineeringmanufacturing
2020-11-06abs ↗pdf ↗