Adam Perer  Adam Perer photo       

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Research Scientist - Healthcare Analytics
TJ Watson Research Lab, New York USA
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Professional Associations

Professional Associations:  ACM SIGCHI

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More information:  Personal Web Page


2017

Coping with volume and variety in temporal event sequences: Strategies for sharpening analytic focus
Du, Fan and Shneiderman, Ben and Plaisant, Catherine and Malik, Sana and Perer, Adam
IEEE transactions on visualization and computer graphics 23(6), 1636--1649, IEEE, 2017
Abstract


2016

Using Visual Analytics to Interpret Predictive Machine Learning Models
Krause, Josua and Perer, Adam and Bertini, Enrico
arXiv preprint arXiv:1606.05685, 2016
Abstract

Data Driven Analytics for Personalized Healthcare
Hu, Jianying and Perer, Adam and Wang, Fei
Healthcare Information Management Systems, pp. 529--554, Springer, 2016

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models
Krause J, Perer A, Ng K
ACM Conference on Human Factors in Computing Systems, 2016

Supporting iterative cohort construction with visual temporal queries
Krause, Josua and Perer, Adam and Stavropoulos, Harry
IEEE transactions on visualization and computer graphics 22(1), 91--100, IEEE, 2016
Abstract


2015

Mining and exploring care pathways from electronic medical records with visual analytics
Perer, Adam and Wang, Fei and Hu, Jianying
Journal of biomedical informatics56, 369--378, Elsevier, 2015

Iterative cohort analysis and exploration
Zhang, Zhiyuan and Gotz, David and Perer, Adam
Information Visualization 14(4), 289--307, SAGE Publications Sage UK: London, England, 2015
Abstract


2014

Predicting changes in hypertension control using electronic health records from a chronic disease management program
Sun, Jimeng and McNaughton, Candace D and Zhang, Ping and Perer, Adam and Gkoulalas-Divanis, Aris and Denny, Joshua C and Kirby, Jacqueline and Lasko, Thomas and Saip, Alexander and Malin, Bradley A
Journal of the American Medical Informatics Association 21(2), 337--344, The Oxford University Press, 2014

INFUSE: interactive feature selection for predictive modeling of high dimensional data
Krause, Josua and Perer, Adam and Bertini, Enrico
IEEE transactions on visualization and computer graphics 20(12), 1614--1623, IEEE, 2014
Abstract

Frequence: Interactive Mining and Visualization of Temporal Frequent Event Sequences
Adam Perer, Fei Wang
Proceedings of the 19th International Conference on Intelligent User Interfaces Proceedings (IUI), 2014

A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data
Gotz, David and Wang, Fei and Perer, Adam
Journal of biomedical informatics48, 148--159, Elsevier, 2014
Abstract


2013

Data-driven exploration of care plans for patients
Adam Perer, David Gotz
CHI'13 Extended Abstracts on Human Factors in Computing Systems, pp. 439--444, 2013


2012

Proceedings of the Workshop''Beyond Time and Errors--Novel Evaluation Methods for Visualization''(BELIV 2012, October 14--15, 2012, Seattle, USA)
Enrico Bertini, Adam Perer, Heidi Lam, Petra Isenberg, Tobias Isenberg, others
2012

The Longitudinal Use of SaNDVis: Visual Social Network Analytics in the Enterprise
Adam Perer, Ido Guy, Erel Uziel, Inbal Ronen, Michal Jacovi
IEEE, 2012

Interactive Visual Patient Cohort Analysis
Zhiyuan Zhang, David Gotz, Adam Perer
IEEE VAHC Workshop, 2012

MatrixFlow: Temporal Network Visual Analytics to Track Symptom Evolution during Disease Progression
Adam Perer, Jimeng Sun
AMIA, pp. 716, American Medical Informatics Association, 2012

SaNDVis: visual social network analytics for the enterprise
Adam Perer, Ido Guy
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work Companion, pp. 275--276

Diversity among enterprise online communities: collaborating, teaming, and innovating through social media
Michael Muller, Kate Ehrlich, Tara Matthews, Adam Perer, Inbal Ronen, Ido Guy
Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems, pp. 2815--2824

Integrating Querying and Browsing in Partial Graph Visualizations
Adam Perer, Frank van Ham
Technical Report, IBM Technical Report 12-01, 2012


2011

Unearthing People from the SaND: Relationship Discovery with Social Media in the Enterprise.
Adam Perer, Ido Guy, Erel Uziel, Inbal Ronen, Michal Jacovi
ICWSM, 2011

Summaries: A special issue on Evaluation for Information Visualization
Enrico Bertini, Heidi Lam, Adam Perer
Information Visualization 10(3), 161--161, SAGE Publications, 2011

Do you want to know?: recommending strangers in the enterprise
Ido Guy, Sigalit Ur, Inbal Ronen, Adam Perer, Michal Jacovi
Proceedings of the ACM 2011 conference on Computer supported cooperative work, pp. 285--294, ACM

Digital traces of interest: Deriving interest relationships from social media interactions
Michal Jacovi, Ido Guy, Inbal Ronen, Adam Perer, Erel Uziel, Michael Maslenko
ECSCW 2011: Proceedings of the 12th European Conference on Computer Supported Cooperative Work, 24-28 September 2011, Aarhus Denmark, pp. 21--40, Springer London

Orion: A system for modeling, transformation and visualization of multidimensional heterogeneous networks
Jeffrey Heer, Adam Perer
Visual Analytics Science and Technology (VAST), 2011 IEEE Conference on, pp. 51--60

Visual social network analytics for relationship discovery in the enterprise
Adam Perer, Ido Guy, Erel Uziel, Inbal Ronen, Michal Jacovi
Visual Analytics Science and Technology (VAST), 2011 IEEE Conference on, pp. 71--79, Runner-up for Best Paper Award

Guess who?: enriching the social graph through a crowdsourcing game
Ido Guy, Adam Perer, Tal Daniel, Ohad Greenshpan, Itai Turbahn
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1373--1382, 2011


2010

Finding beautiful insights in the chaos of social network visualizations
Adam Perer
Beautiful Visualization, 157--173, O'Reilly Media, Inc., 2010

Same places, same things, same people?: mining user similarity on social media
Ido Guy, Michal Jacovi, Adam Perer, Inbal Ronen, Erel Uziel
Proceedings of the 2010 ACM conference on Computer supported cooperative work, pp. 41--50, ACM

BELIV'10: beyond time and errors novel evaluation methods for information visualization
Enrico Bertini, Heidi Lam, Adam Perer
CHI EA '10: Proceedings of the 28th of the international conference extended abstracts on Human factors in computing systems, pp. 4441--4444, ACM, 2010
Abstract


2009

Search, Show Context, Expand on Demand: Supporting Large Graph Exploration with Degree-of-Interest (HTML)
Frank van Ham, Adam Perer
IEEE Transactions on Visualization and Computer Graphics 15(6), 2009

“Search, Show Context, Expand on Demand”: Supporting Large Graph Exploration with Degree-of-Interest
Frank Van Ham, Adam Perer
Visualization and Computer Graphics, IEEE Transactions on 15(6), 953--960, IEEE, 2009

“Search, Show Context, Expand on Demand”: Supporting Large Graph Exploration with Degree-of-Interest (HTML)
F Ham van, A Perer
IEEE Transactions on Visualization and Computer Graphics 15(6), 2009

Integrating statistics and visualization for exploratory power: From long-term case studies to design guidelines
Adam Perer, Ben Shneiderman
Computer Graphics and Applications, IEEE 29(3), 39--51, IEEE, 2009

Analyzing (social media) networks with NodeXL
Marc Smith, Ben Shneiderman, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Vladimir Barash, Cody Dunne, Tony Capone, Adam Perer, Eric Gleave
C\&T '09: Proc. 4th International Conference on Communities and Technologies, pp. 255--264, ACM, 2009
Abstract


2008

Using socialaction to uncover structure in social networks over time
Adam Perer
Visual Analytics Science and Technology, 2008. VAST'08. IEEE Symposium on, pp. 213--214

BELIV'08: Beyond time and errors: novel evaluation methods for information visualization
Enrico Bertini, Adam Perer, Catherine Plaisant, Giuseppe Santucci
CHI'08 Extended Abstracts on Human Factors in Computing Systems, pp. 3913--3916, 2008

Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis
Adam Perer, Ben Shneiderman
Proceedings of the twenty-sixth annual SIGCHI conference on Human factors in computing systems, pp. 265--274, ACM, 2008
Abstract


BELIV'08: Beyond time and errors: novel evaluation methods for information visualization
Enrico Bertini, Adam Perer, Catherine Plaisant, Giuseppe Santucci
CHI '08: CHI '08 extended abstracts on Human factors in computing systems, pp. 3913--3916, ACM, 2008
Abstract

Systematic yet flexible discovery: guiding domain experts through exploratory data analysis
Adam Perer, Ben Shneiderman
Proceedings of the 13th international conference on Intelligent user interfaces, pp. 109--118, 2008


2006

Making sense of social networks
Adam Perer
CHI'06 extended abstracts on Human factors in computing systems, pp. 1779--1782, 2006

Using rhythms of relationships to understand e-mail archives
Adam Perer, Ben Shneiderman, Douglas W Oard
Journal of the American Society for Information Science and Technology 57(14), 1936--1948, Wiley Online Library, 2006

Contrasting portraits of email practices: visual approaches to reflection and analysis
Adam Perer, Marc A Smith
Proceedings of the working conference on Advanced visual interfaces, pp. 389--395, ACM, 2006
Abstract

Balancing systematic and flexible exploration of social networks
Adam Perer, Ben Shneiderman
Visualization and Computer Graphics, IEEE Transactions on 12(5), 693--700, IEEE, 2006


2005

Icon abacus and ghost icons
Eric A Bier, Adam Perer
Digital Libraries, 2005. JCDL'05. Proceedings of the 5th ACM/IEEE-CS Joint Conference on, pp. 404--404

Beyond Threads: Identifying Dicussions in Email Archives (03 Oct 2005)
Adam Perer, Ben Shneiderman
2005

Beyond threads: Identifying discussions in email archives
Adam Perer, Ben Shneiderman
Technical Report, MARYLAND UNIV COLLEGE PARK HUMAN COMPUTER INTERACTION LAB, 2005


Year Unknown

VAST International Program Committee
Gennady Andrienko, Thomas Baudel, Paolo Buono, Min Chen, Patricia Crossno, David Ebert, Geoffrey Ellis, Alex Endert, Thomas Ertl, Jean-Daniel Fekete, others
0

VIS Conference Committee
John Stasko, Matthew Ward, Chris Weaver, Rachael Brady, Jessie Kennedy, Jos Roerdink, David Rogers, Claudio Silva, Gautam Chaudhary, Jason Dykes, others
0

VisWeek General Chairs
Richard May, William Pike, Pak Chung Wong, Jonathan C Roberts, Gautam Chaudhary, Rachael Brady, Giuseppe Santucci, Matthew Ward, VisWeek Poster, Remco Chang, others
0

International Workshop on Next Trends in E-Mail (NextMail 2011)
Philippe Gilbert, Ga\"elle Recourc\'e, David Ascher, Vitor R Carvalho, Adam Perer, Ian Smith, Simon Scerri, D Sculley, EECS Simone Stumpf, John Tang
0

Burkhard Wuensche Kai Xu Jing Yang Yin Yang
Ji Soo Yi, Sebastian Bremm, Kevin Buchin, Nan Cao, Remco Chang, Jian Chen, Li Chen, David Chung, Christopher Collins, Matthew Cooper, others
0