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Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar. Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data. IEEE Trans. Knowl. Data Eng., 29(10):2318-2331, 2017. [doi]

Authors

Anuj Karpatne

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Gowtham Atluri

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James H. Faghmous

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Michael Steinbach

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Arindam Banerjee

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Auroop R. Ganguly

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Shashi Shekhar

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Nagiza F. Samatova

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Vipin Kumar

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