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Theory-guided Data Science: A New Paradigm for Scientific Discovery.
Anuj Karpatne
Gowtham Atluri
James H. Faghmous
Michael S. Steinbach
Arindam Banerjee
Auroop R. Ganguly
Shashi Shekhar
Nagiza F. Samatova
Vipin Kumar
Published in:
CoRR (2016)
Keyphrases
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scientific discovery
data science
human reasoning
knowledge discovery
artificial intelligence
big data
databases
theoretical framework
computational model
metadata
statistical learning
decision support system
information extraction
decision trees
information theory
social networks
machine learning
data sets