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Machine learning detects altered spatial navigation features in outdoor behaviour of Alzheimer’s disease patients
This is the first paper showing that features extracted from outdoor mobility can detect whether a person will have Alzheimer’s Disease.
Abhirup Ghosh
,
Vaisakh Puthusseryppady
,
Dennis Chan
,
Cecilia Mascolo
,
Michael Hornberger
DOI
Heterogeneous Interventions Reduce the Spread of Covid-19 in Simulations on Real Mobility Data
Human mobility has a high diversity and mobility interventions that focus on protecting the most active individuals and most popular venues can significantly reduce the infection while retaining high levels of social activity.
Haotian Wang
,
Abhirup Ghosh
,
Jiaxin Ding
,
Rik Sarkar
,
Jie Gao
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DOI
Topological Signatures For Fast Mobility Analysis
An efficient framework to map GPS trajectories to Euclidean vectors using differential topology. This enables Euclidean machine learning tools for the trajectories.
Abhirup Ghosh
,
Benedek Rozemberczki
,
Subramanian Ramamoorthy
,
Rik Sarkar
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