Mechanism-Driven Explainable Urban Spatio-Temporal Prediction
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Date uploaded: Aug. 31st '26
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Mechanism-Driven Explainable Urban Spatio-Temporal Prediction
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English | 2026 | ISBN: 9819206618 | 210 Pages | PDF EPUB (True) | 39 MB
Urban environments generate massive streams of spatio-temporal data, yet accurately predicting urban dynamics remains a fundamental challenge due to complex human mobility patterns, evolving environmental conditions, and distributional shifts across time and space. Mechanism-Driven Explainable Urban Spatio-Temporal Prediction offers a comprehensive and innovative framework that integrates physical mechanisms, causal modeling, and information-theoretic principles into modern deep learning methods, enabling more interpretable, reliable, and generalizable spatio-temporal forecasting.
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