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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Philip James

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Open access Sep 2026

Quality-Aware AIoT-Enabled Wireless Urban Sensor Networks Using Deep Learning

This paper investigates the relationship between data quality and deep learning model performance for predicting pedestrian flows in smart cities, using data from the UK’s Newcastle Urban Observatory. We evaluate eight forecasting models (including multivariate LSTMs and Transformers) across 110 pedestrian sensors. Cru...

Carrow Morris-Wiltshire, S. Barr, Philip James et al. · 0 citations

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