Selected Papers

Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models

Hendrik Strobelt, Sebastian Gehrmann, Michael Behrisch, Adam Perer, Hanspeter Pfister, Alexander M. Rush. Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models. IEEE Visual Analytics Science and Technology (VAST 2018).

Clustervision: Visual Supervision of Unsupervised Clustering

Bum Chul Kwon, Ben Eysenbach, Janu Verma, Kenney Ng, Christopher deFilippi, Walter F. Stewart, and Adam Perer. Clustervision: Visual Supervision of Unsupervised Clustering. IEEE Visual Analytics Science and Technology (VAST 2017).

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models

Josua Krause, Adam Perer, and Kenney Ng. Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models. ACM Conference on Human Factors in Computing Systems (CHI 2016).

Supporting Iterative Cohort Construction with Visual Temporal Queries

Josua Krause, Adam Perer, and Harry Stavropolous. Supporting Iterative Cohort Construction with Visual Temporal Queries. IEEE Visual Analytics Science and Technology (VAST 2015).

Mining and Exploring Care Pathways from Electronic Medical Records with Visual Analytics

Adam Perer, Fei Wang, and Jianying Hu. Mining and exploring care pathways from electronic medical records with visual analytics. Journal of Biomedical Informatics (JBI). (2015).

Data Driven Analytics for Personalized Healthcare

Jianying Hu, Adam Perer, and Fei Wang. Data Driven Analytics for Personalized Healthcare. In Healthcare Informatics Management Systems: 4th Edition. Springer. September 2015.

INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data

Josua Krause, Adam Perer, and Enrico Bertini. INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data. IEEE Visual Analytics Science and Technology (VAST 2014).

Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics

Charles Stolper, Adam Perer, and David Gotz. Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics. IEEE Visual Analytics Science and Technology (VAST 2014).

Iterative Cohort Analysis and Exploration

Zhiyuan Zhang, David Gotz, and Adam Perer. Iterative Cohort Analysis and Exploration. Journal of Information Visualization (IVS). (2014).

Predicting Changes in Hypertension Control using Electronic Health Records from a Chronic Disease Management Program

Jimeng Sun, Candace McNaughton, Ping Zhang, Adam Perer, Aris Gkoulalas-Divanis, Joshua Denny, Jacqueline Kirby, Thomas Lasko, Alexander Saip, Bradley Malin. Predicting changes in hypertension control using electronic health records from a chronic disease management program. Journal of the American Medical Informatics Association (2014).

Frequence: Interactive Mining and Visualization of Temporal Frequent Event Sequences

Adam Perer and Fei Wang. Frequence: Interactive Mining and Visualization of Temporal Frequent Event Sequences. ACM Intelligent User Interfaces (IUI 2014).

A Methodology for Interactive Mining and Visual Analysis of Clinical Event Patterns using Electronic Health Record Data

David Gotz, Fei Wang, and Adam Perer. A Methodology for Interactive Mining and Visual Analysis of Clinical Event Patterns using Electronic Health Record Data. Journal of Biomedical Informatics (JBI). (2014).

A System for Modeling, Transformation and Visualization of Multi-dimensional Heterogeneous Networks

Jeffrey Heer and Adam Perer. A System for Modeling, Transformation and Visualization of Multi-dimensional Heterogeneous Networks. Information Visualization Journal (2014).

Data-Driven Exploration of Care Plans for Patients

Adam Perer and David Gotz. Data-Driven Exploration of Care Plans for Patients. ACM CHI 2013.

The Longitudinal Use of SaNDVis: Visual Social Network Analytics in the Enterprise

Adam Perer, Ido Guy, Erel Uziel, Inbal Ronen, Michal Jacovi. The Longitudinal Use of SaNDVis: Visual Social Network Analytics in the Enterprise. IEEE Transactions in Visualization and Computer Graphics (IEEE TVCG). (2013).

Diversity among Enterprise Online Communities: Collaborating, Teaming, and Innovating through Social Media

Michael Muller, Kate Ehrlich, Tara Matthews, Adam Perer, Inbal Ronen, and Ido Guy. Diversity among Enterprise Online Communities: Collaborating, Teaming, and Innovating through Social Media. ACM Conference on Human Factors in Computing Systems (CHI 2012). Austin, Texas. (2012).

MatrixFlow: Temporal Network Visual Analytics to Track Symptom Evolution during Disease Progression

Adam Perer and Jimeng Sun. MatrixFlow: Temporal Network Visual Analytics to Track Symptom Evolution during Disease Progression. American Medical Informatics Association Annual Symposium (AMIA 2012)

Visual Social Network Analytics for Relationship Discovery in the Enterprise

Adam Perer, Ido Guy, Erel Uziel, Inbal Ronen, Michal Jacovi. Visual Social Network Analytics for Relationship Discovery in the Enterprise. IEEE Visual Analytics Science and Technology (VAST 2011).

A System for Modeling, Transformation and Visualization of Multi-dimensional Heterogeneous Networks

Jeffrey Heer and Adam Perer. A System for Modeling, Transformation and Visualization of Multi-dimensional Heterogeneous Networks. IEEE Visual Analytics Science and Technology (VAST 2011).

Digital Traces of Interest: Deriving Interest Relationships from Social Media Interactions

Michal Jacovi, Ido Guy, Adam Perer, Inbal Ronen, Erel Uziel and Michael Maslenko. Digital Traces of Interest: Deriving Interest Relationships from Social Media Interactions. European Conference on Computer-Supported Cooperative Work (ECSCW). Aarhus, Denmark. (2011).

Do You Want to Know? Recommending Strangers in the Enterprise

Ido Guy, Sigalit Ur, Inbal Ronen, Adam Perer, Michal Jacovi. Do You Want to Know? Recommending Strangers in the Enterprise. ACM Conference of Computer Supported Cooperative Work (CSCW 2011). Hangzhou, China. (2011).

Guess Who? Enriching the Social Graph through a Crowdsourcing Game

Ido Guy, Adam Perer, Tal Daniel, Ohad Greenshpan, Itai Turbahn. Guess Who? Enriching the Social Graph through a Crowdsourcing Game. ACM Conference on Human Factors in Computing Systems (CHI). Vancouver, Canada. (2011).

Integrating Querying and Browsing in Partial Graph Visualizations

Adam Perer and Frank van Ham. Integrating Querying and Browsing in Partial Graph Visualizations. IBM Technical Report. (2011).

Same Places, Same Things, Same People? Mining User Similarity on Social Media

Ido Guy, Michal Jacovi, Adam Perer, Inbal Ronen and Erel Uziel. Same Places, Same Things, Same People? Mining User Similarity on Social Media. ACM Conference of Computer Supported Cooperative Work (CSCW). Savannah, Georgia, USA. (2010).

Finding Beautiful Insights in the Chaos of Social Network Visualizations

Adam Perer. Finding Beautiful Insights in the Chaos of Social Network Visualizations. Beautiful Visualization. O’Reilly Press. (2010).

Search, Show Context, Expand on Demand: Supporting Large Graph Exploration with Degree-of-Interest

Frank van Ham and Adam Perer. “Search, Show Context, Expand on Demand”: Supporting Large Graph Exploration with Degree-of-Interest. IEEE Conference on Information Visualization (InfoVis 2009).

Analyzing (Social Media) Networks with NodeXL

Marc A. Smith, Ben Shneiderman, Natasha Milic-Frayling, Eduarda Rodrigues, Vladimir Barash, Cody Dunne, Tony Capone, Adam Perer and Eric Gleave. Analyzing (Social Media) Networks with NodeXL. International Conference on Communities and Technologies (C&T). University Park, Pennsylvania, USA. (2009).

Integrating Statistics and Visualization: Case Studies of Gaining Clarity During Exploratory Data Analysis

Adam Perer and Ben Shneiderman. Integrating Statistics and Visualization: Case Studies of Gaining Clarity During Exploratory Data Analysis. ACM Conference on Human Factors in Computing Systems (CHI). Florence, Italy. (2008).

Systematic Yet Flexible Discovery: Guiding Domain Experts Through Exploratory Data Analysis

Adam Perer and Ben Shneiderman. Systematic Yet Flexible Discovery: Guiding Domain Experts Through Exploratory Data Analysis. International Conference on Intelligent User Interfaces (IUI 2008).

Integrating Statistics and Visualization for Exploratory Power: From Long-Term Case Studies to Design Guidelines

Adam Perer and Ben Shneiderman. Integrating Statistics and Visualization for Exploratory Power: From Long-Term Case Studies to Design Guidelines. IEEE Computer Graphics and Applications (CG&A): Special Issue on Visual Analytics Evaluation. (2009).

Balancing Systematic and Flexible Exploration of Social Networks

Adam Perer and Ben Shneiderman. Balancing Systematic and Flexible Exploration of Social Networks. IEEE Transactions on Visualization and Computer Graphics (InfoVis 2006).

Contrasting portraits of email practices: visual approaches to reflection and analysis

Adam Perer and Marc A. Smith. Contrasting portraits of email practices: visual approaches to reflection and analysis. International Conference on Advanced Visual Interfaces (AVI). Venice, Italy. (2006).

Using rhythms of relationships to understand e-mail archives

Adam Perer, Ben Shneiderman, Douglas W. Oard. Using rhythms of relationships to understand e-mail archives. Journal of the American Society for Information Science and Technology (2006).