| Analyzing (social media) networks with NodeXL MA Smith, B Shneiderman, N Milic-Frayling, E Mendes Rodrigues, ... Proceedings of the fourth international conference on Communities and …, 2009 | 627 | 2009 |
| Interacting with predictions: Visual inspection of black-box machine learning models J Krause, A Perer, K Ng Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016 | 435 | 2016 |
| Balancing systematic and flexible exploration of social networks A Perer, B Shneiderman IEEE transactions on visualization and computer graphics 12 (5), 693-700, 2006 | 316 | 2006 |
| Iterative refinement of cohorts using visual exploration and data analytics D Gotz, A Perer, Z Zhang US Patent 9,171,104, 2015 | 299 | 2015 |
| “Search, show context, expand on demand”: Supporting large graph exploration with degree-of-interest F Van Ham, A Perer IEEE Transactions on Visualization and Computer Graphics 15 (6), 953-960, 2009 | 298 | 2009 |
| Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis A Perer, B Shneiderman Proceedings of the SIGCHI conference on Human Factors in computing systems …, 2008 | 268 | 2008 |
| Progressive visual analytics: User-driven visual exploration of in-progress analytics CD Stolper, A Perer, D Gotz IEEE Transactions on Visualization and Computer Graphics 20 (12), 1653-1662, 2014 | 246 | 2014 |
| Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models H Strobelt, S Gehrmann, M Behrisch, A Perer, H Pfister, AM Rush IEEE transactions on visualization and computer graphics 25 (1), 353-363, 2018 | 208 | 2018 |
| INFUSE: interactive feature selection for predictive modeling of high dimensional data J Krause, A Perer, E Bertini IEEE transactions on visualization and computer graphics 20 (12), 1614-1623, 2014 | 204 | 2014 |
| Frequence: Interactive mining and visualization of temporal frequent event sequences A Perer, F Wang Proceedings of the 19th international conference on Intelligent User …, 2014 | 158 | 2014 |
| A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data D Gotz, F Wang, A Perer Journal of biomedical informatics 48, 148-159, 2014 | 148 | 2014 |
| Clustervision: Visual supervision of unsupervised clustering BC Kwon, B Eysenbach, J Verma, K Ng, C De Filippi, WF Stewart, A Perer IEEE transactions on visualization and computer graphics 24 (1), 142-151, 2017 | 145 | 2017 |
| Mining and exploring care pathways from electronic medical records with visual analytics A Perer, F Wang, J Hu Journal of biomedical informatics 56, 369-378, 2015 | 140 | 2015 |
| Diversity among enterprise online communities: collaborating, teaming, and innovating through social media M Muller, K Ehrlich, T Matthews, A Perer, I Ronen, I Guy Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2012 | 118 | 2012 |
| Same places, same things, same people? Mining user similarity on social media I Guy, M Jacovi, A Perer, I Ronen, E Uziel Proceedings of the 2010 ACM conference on Computer supported cooperative …, 2010 | 113 | 2010 |
| Matrixflow: temporal network visual analytics to track symptom evolution during disease progression A Perer, J Sun AMIA annual symposium proceedings 2012, 716, 2012 | 105 | 2012 |
| Coping with volume and variety in temporal event sequences: Strategies for sharpening analytic focus F Du, B Shneiderman, C Plaisant, S Malik, A Perer IEEE transactions on visualization and computer graphics 23 (6), 1636-1649, 2016 | 104 | 2016 |
| Systematic yet flexible discovery: guiding domain experts through exploratory data analysis A Perer, B Shneiderman Proceedings of the 13th international conference on Intelligent user …, 2008 | 103 | 2008 |
| Supporting iterative cohort construction with visual temporal queries J Krause, A Perer, H Stavropoulos IEEE transactions on visualization and computer graphics 22 (1), 91-100, 2015 | 100 | 2015 |
| Orion: A system for modeling, transformation and visualization of multidimensional heterogeneous networks J Heer, A Perer Information Visualization 13 (2), 111-133, 2014 | 99 | 2014 |
Ben ShneidermanProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
