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Mining Sub-Interval Relationships In Time Series Data



Saurabh Agrawal , Saurabh Verma , Gowtham Atluri , Anuj Karpatne , Stefan Liess , Angus Macdonald III , Snigdhansu Chatterjee , Vipin Kumar


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Spatio-Temporal Data Mining: A Survey of Problems and Methods



Gowtham Atluri , Anuj Karpatne , Vipin Kumar

* Accepted for publication at ACM Computing Surveys 

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



Anuj Karpatne , Gowtham Atluri , James Faghmous , Michael Steinbach , Arindam Banerjee , Auroop Ganguly , Shashi Shekhar , Nagiza Samatova , Vipin Kumar

* IEEE Transactions on Knowledge and Data Engineering, 29(10), pp.2318-2331. 2017 

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Enhancing the functional content of protein interaction networks



Gaurav Pandey , Sahil Manocha , Gowtham Atluri , Vipin Kumar


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