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06/21/2023
Towards Mobility Data Science (Vision Paper)
Mobility data captures the locations of moving objects such as humans, a...
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08/25/2022
Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image Denoising
Multiresolution deep learning approaches, such as the U-Net architecture...
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12/12/2021
Probabilistic Counting in Uncertain Spatial Databases using Generating Functions
Location data is inherently uncertain for many reasons including 1) impr...
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09/18/2021
Change of human mobility during COVID-19: A United States case study
With the onset of COVID-19 and the resulting shelter in place guidelines...
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04/27/2020
Station-to-User Transfer Learning: Towards Explainable User Clustering Through Latent Trip Signatures Using Tidal-Regularized Non-Negative Matrix Factorization
Urban areas provide us with a treasure trove of available data capturing...
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01/15/2020