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Most recently he helped create Area 120, Google's incubator for internally-sourced innovation.
These models require the extraction of a reaction network, and one source of such data is community-sourced data in major databases.
The next step is to combine the human-sourced data with other data.
Crowd-sourced data provides a high-res view of radiation levels in Japan.
Increasing attention is being paid to the importance and potential of crowd-sourced data to complement current environmental data-streams (i.e. in-situ observations and RS data).
This was the time when crisis mapping was popular and the Ushahidi Haiti map was created with crowd-sourced data.
The system will provide global deforestation alerts to identify illegal logging and deforestation hotspots, drawing on a combination satellite and crowd-sourced data, including from local communities.
Additionally, new technologies and systems should be developed to expand personal air quality monitoring and participation of non-specialists in crowd-sourced data collections.
DefinedCrowd provides crowd-sourced data to fuel machine learning.
DefinedCrowd provides crowd-sourced data to fuel machine learning.
Increasingly more applications rely on crowd-sourced data from social media.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com