Quantifying loss of information in network-based dimensionality reduction techniques.

Hector Zenil Narsis Aftab Kiani Jesper Tegnér

Published in: J. Complex Networks (2016)

Keyphrases

dimensionality reduction
information content
prior knowledge
feature extraction
user interaction
semantic information
data sets
information systems
decision making
data analysis
domain knowledge
end users
information processing
raw data
structure preserving