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Future directions in human mobility science
We provide a brief review of human mobility science and present three key areas where we
expect to see substantial advancements. We start from the mind and discuss the need to …
expect to see substantial advancements. We start from the mind and discuss the need to …
Human mobility and the infectious disease transmission: a systematic review
Recent decades have witnessed several infectious disease outbreaks, including the
coronavirus disease (COVID-19) pandemic, which had catastrophic impacts on societies …
coronavirus disease (COVID-19) pandemic, which had catastrophic impacts on societies …
Mobility trajectory generation: a survey
Mobility trajectory data is of great significance for mobility pattern study, urban computing,
and city science. Self-driving, traffic prediction, environment estimation, and many other …
and city science. Self-driving, traffic prediction, environment estimation, and many other …
A survey of generative ai for intelligent transportation systems
Intelligent transportation systems play a crucial role in modern traffic management and
optimization, greatly improving traffic efficiency and safety. With the rapid development of …
optimization, greatly improving traffic efficiency and safety. With the rapid development of …
StynMedGAN: Medical images augmentation using a new GAN model for improved diagnosis of diseases
Deep networks require a considerable amount of training data otherwise these networks
generalize poorly. Data Augmentation techniques help the network generalize better by …
generalize poorly. Data Augmentation techniques help the network generalize better by …
Spatiotemporal-augmented graph neural networks for human mobility simulation
Human mobility patterns have shown significant applications in policy-decision scenarios
and economic behavior researches. The human mobility simulation task aims to generate …
and economic behavior researches. The human mobility simulation task aims to generate …
The analysis of generative adversarial network in sports education based on deep learning
E Eerdenisuyila, H Li, W Chen - Scientific Reports, 2024 - nature.com
The importance of mental health is increasingly emphasized in modern society. The
assessment of mental health qualities among college and university students as the future …
assessment of mental health qualities among college and university students as the future …
Hierarchical multi-agent model for reinforced medical resource allocation with imperfect information
With the advent of the COVID-19 pandemic, the shortage in medical resources became
increasingly more evident. Therefore, efficient strategies for medical resource allocation are …
increasingly more evident. Therefore, efficient strategies for medical resource allocation are …
CovidSafe: A Deep Learning Framework for Covid Detection Using Multi-modal Approach
This work introduces CovidSafe, a framework designed to classify COVID patients as
positive or negative based on CXR images. With the global impact of COVID-19, there is a …
positive or negative based on CXR images. With the global impact of COVID-19, there is a …
Cliniclens: Visual analytics for exploring and optimizing the testing capacity of clinics given uncertainty
Clinic testing plays a critical role in containing infectious diseases such as COVID-19.
However, one of the key research questions in fighting such pandemics is how to optimize …
However, one of the key research questions in fighting such pandemics is how to optimize …