Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
Karpatne, Anuj, Atluri, Gowtham, Faghmous, James H., Steinbach, Michael, Banerjee, Arindam, Ganguly, Auroop, Shekhar, Shashi, Samatova, Nagiza, Kumar, Vipin
Published in IEEE transactions on knowledge and data engineering (01.10.2017)
Published in IEEE transactions on knowledge and data engineering (01.10.2017)
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Journal Article
A daily global mesoscale ocean eddy dataset from satellite altimetry
Faghmous, James H, Frenger, Ivy, Yao, Yuanshun, Warmka, Robert, Lindell, Aron, Kumar, Vipin
Published in Scientific data (09.06.2015)
Published in Scientific data (09.06.2015)
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Journal Article
Huntington's disease in the United States: Variation by demographic and socioeconomic factors
Bruzelius, Emilie, Scarpa, Joseph, Zhao, Yiyi, Basu, Sanjay, Faghmous, James H., Baum, Aaron
Published in Movement disorders (01.06.2019)
Published in Movement disorders (01.06.2019)
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Journal Article
Theory-Guided Data Science for Climate Change
Faghmous, James H., Banerjee, Arindam, Shekhar, Shashi, Steinbach, Michael, Kumar, Vipin, Ganguly, Auroop R., Samatova, Nagiza
Published in Computer (Long Beach, Calif.) (01.11.2014)
Published in Computer (Long Beach, Calif.) (01.11.2014)
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Journal Article
Computing and Climate
Faghmous, James H., Kumar, Vipin, Shekhar, Shashi
Published in Computing in science & engineering (01.11.2015)
Published in Computing in science & engineering (01.11.2015)
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Journal Article
A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics
Faghmous, James H., Le, Matthew, Uluyol, Muhammed, Kumar, Vipin, Chatterjee, Snigdhansu
Published in 2013 IEEE 13th International Conference on Data Mining (01.12.2013)
Published in 2013 IEEE 13th International Conference on Data Mining (01.12.2013)
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Conference Proceeding
Journal Article
Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping
Chen, Xi C., Kumar, Vipin, Faghmous, James H.
Published in 2015 IEEE International Conference on Data Mining Workshop (ICDMW) (01.11.2015)
Published in 2015 IEEE International Conference on Data Mining Workshop (ICDMW) (01.11.2015)
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Conference Proceeding
Journal Article
EddyScan: A physically consistent ocean eddy monitoring application
Faghmous, James H., Styles, L., Mithal, V., Boriah, S., Liess, S., Kumar, V., Vikebo, F., dos Santos Mesquita, Michel
Published in 2012 Conference on Intelligent Data Understanding (01.10.2012)
Published in 2012 Conference on Intelligent Data Understanding (01.10.2012)
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Conference Proceeding