lisa singh



My research falls primarily into the following areas:

- Social mining and graph mining

- Privacy preserving data mining

- Visual analytics

- Data science

- Graph databases

- Data cleaning and data warehousing

- Text mining

My publications (most of them) can be found here.

We would like to thank the National Science Foundation, the Office of Naval Research, the Canadian Social Sciences & Humanities Research Council, and the Georgetown Mass Data Institute for their generous support of our research.


current projects


Webfootprinting and Online Privacy
This project investigates different types of privacy breaches associated with social networks and approaches for anonymizing networks.


Computational and Biological Inquiry of Complex Mammalian Systems
This interdisciplinary project investigates graph database, graph mining, and visual analytics techniques to support biological inquiry of a lare dolphin society.


Election Dynamics
This interdisciplinary project tracks different themes of the 2016 presidential election.


previous projects


Comparative analytics for uncertain graphs
In this project, we are developing methods, operators, and visualizations that focus on comparing uncertain graphs.








Yiqing Ren, current

Laila Wahedi, PhD, current

Yifang Wei, PhD, 2017 - 2018

Chris Kirov, PhD, 2016 - 2018

Yanan Zhu, 2015 - 2017

Denis Dimitrov, 2011 - 2013

Soumi Ray, PhD, 2012 - 2013

Ajay Bansal, PhD, 2010 - 2011

Jason Robinson, PhD 2010 - 2011

Srividya Kona, PhD, Spring 2010




Graduate Students

(New program started Fall 2008)
Rob Churchill (PhD), current
Yifang Wei (PhD), 2017
Linda Li, current
Shuo Liu, current
Yanchen Wang, current
Xintong Zhao, current
Brendan Doyle, 2016
Nayyara Samuel, 2012
Frank Nagle, 2012
Denis Dimitrov, 2011

Undergraduate Research Students

Konrad Rauscher, 2018
Julie Hockett, 2017
Maya McCoy, 2017
Zoe Park, 2017
Jordan King, 2016
Kevin Tian, 2016
Kristin Skillman, 2016
Janet Zhu, 2015
Andrew Hian-Cheong, 2015
Valerie Palermo, 2015
Welles Robinson, 2014
Adam Orshefsky, spring 2013
Brooks Madden, summer 2012
John Ferro, 2012
Dan Subak, 2012
Allison Candido, 2011
Lindsay Neubauer, 2011
Paul Caravelli (CRA Finalist), 2010
Aditi Ramachandran, 2010
Margaret Lonergan, 2010
Mitchell Beard (CRA Honorable Mention), 2008
Clare Schramm, 2008
Gregory Nelson, 2007


Undergraduate Software Development Students

Dan Eichler, 2012

Kristen Schwabe-Fry, summer 2012

Sam Adelman, summer 2012

Reilly Hart, 2011

Kevin Zusy, 2010-2011

Matt Davis, 2010

Emre Ozen, 2008

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