2 papers
cs.LG2026
Selective Next-Location Prediction with MetaModelSelect: A Lightweight Post-Hoc Confidence Metamodel
Calvin Jary, Nafiseh Kahani
Next-location prediction can support proactive mobile-network decisions, but acting on unreliable predictions can waste resources. We apply MetaModelSelect, a lightweight post-hoc…
cs.LG2024
An Accurate and Low-Parameter Machine Learning Architecture for Next Location Prediction
Calvin Jary, Nafiseh Kahani
Next location prediction is a discipline that involves predicting a users next location. Its applications include resource allocation, quality of service, energy efficiency, and tr…