Abstract: Accurate traffic forecasting is essential in urban traffic management, route planning, and flow detection. Recent advances in spatial-temporal models have markedly improved the modeling of ...
Abstract: Time series are the primary data type used to record dynamic system measurements and generated in great volume by both physical sensors and online processes (virtual sensors). Time series ...
When streaming time-series data arrives in batches, measuring distributional similarity to previously-seen regimes and using that similarity to continuously control adaptation intensity yields better ...
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