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Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery


Jan 05, 2019
Bhavya Kailkhura, Brian Gallagher, Sookyung Kim, Anna Hiszpanski, T. Yong-Jin Han


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Network Structure Inference, A Survey: Motivations, Methods, and Applications


Jan 19, 2018
Ivan Brugere, Brian Gallagher, Tanya Y. Berger-Wolf

* 37 pages, ACM Computing Surveys (in press) 

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Size-Consistent Statistics for Anomaly Detection in Dynamic Networks


Aug 02, 2016
Timothy La Fond, Jennifer Neville, Brian Gallagher


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Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective


Oct 15, 2014
Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos


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Dynamic Behavioral Mixed-Membership Model for Large Evolving Networks


May 09, 2012
Ryan Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson


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Role-Dynamics: Fast Mining of Large Dynamic Networks


Mar 09, 2012
Ryan Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson


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