Dimitrios Gunopulos | DeepAI

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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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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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Low-Rank Methods in Event Detection

We present low-rank methods for event detection. We assume that normal o...

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Social Event Scheduling

A major challenge for social event organizers (e.g., event planning comp...

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