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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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01/12/2023
A Novel Framework for Handling Sparse Data in Traffic Forecast
The ever increasing amount of GPS-equipped vehicles provides in real-tim...
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03/01/2022
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders
We study how to use Deep Variational Autoencoders for a fast simulation ...
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06/22/2021
Particle Cloud Generation with Message Passing Generative Adversarial Networks
In high energy physics (HEP), jets are collections of correlated particl...
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07/21/2019
Infant Mortality Prediction using Birth Certificate Data
The Infant Mortality Rate (IMR) is the number of infants per 1000 that d...
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02/10/2018
Low-Rank Methods in Event Detection
We present low-rank methods for event detection. We assume that normal o...
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01/30/2018