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On the other hand, the subspace feature selection, also called transform-based feature selection, reduces data dimensionality by transforming data into a low-dimensional subspace induced by a linear or nonlinear transformation.
M3 can generalize any linear classifier to nonlinear by transforming data into some low-dimensional feature space explicitly.
During my Media Lab year, I based my project on the mission of Collective Learning: improve learning by transforming data into stories.
In recent years, kernel machines have successfully generalized the inner-product based linear classifiers to nonlinear ones by transforming data into some high or infinite dimensional feature space.
Encryption tries to hide content by transforming data into high-entropy data streams.
mem:o is a unique visualization tool that takes life-logging beyond spreadsheets by transforming data into striking images influenced by Dutch graphic design.
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Analytics to transform data into information, and information into insight.
Our study attempts to minimize the bias error of species occurrence data by transforming georeferenced data into presence-absence data.
Biological networks reveal hidden patterns in the original unstructured data by transforming raw data into logically structured and visually tangible representations with nodes representing genes, proteins and metabolites and with edges indicating interactions between nodes or clusters that share similar molecular functions.
d) Summarization: refers to the process of summarizing the incoming stream of data or further analysis by transforming raw data into information.
By transforming the data into undirected networks, part of the information gets lost.
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by typing data into
by clustering data into
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by partitioning data into
by turning data into
by transforming proportions into
by recording data into
by entering data into
by ordering data into
by shaping data into
by dividing data into
by stratifying data into
by fitting data into
by placing data into
by exporting data into
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com