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Adam N. Perer, Ph.D. - Publications

Affiliations: 
2008 Computer Science University of Maryland, College Park, College Park, MD 
Area:
Human Computer Interaction,Data Science
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19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Epperson W, Gorantla V, Moritz D, Perer A. Dead or Alive: Continuous Data Profiling for Interactive Data Science. Ieee Transactions On Visualization and Computer Graphics. PMID 37903042 DOI: 10.1109/TVCG.2023.3327367  0.327
2021 Newman-Griffis D, Sivaraman V, Perer A, Fosler-Lussier E, Hochheiser H. TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora. Proceedings of the Conference. Association For Computational Linguistics. North American Chapter. Meeting. 2021: 106-115. PMID 34151319  0.539
2019 Cashman D, Perer A, Chang R, Strobelt H. Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures. Ieee Transactions On Visualization and Computer Graphics. PMID 31502978 DOI: 10.1109/Tvcg.2019.2934261  0.309
2018 Strobelt H, Gehrmann S, Behrisch M, Perer A, Pfister H, Rush AM. SEQ2SEQ-VIS : A Visual Debugging Tool for Sequence-to-Sequence Models. Ieee Transactions On Visualization and Computer Graphics. PMID 30334796 DOI: 10.1109/Tvcg.2018.2865044  0.33
2017 Kwon BC, Eysenbach B, Verma J, Ng K, deFilippi C, Stewart WF, Perer A. Clustervision: Visual Supervision of Unsupervised Clustering. Ieee Transactions On Visualization and Computer Graphics. PMID 28866567 DOI: 10.1109/Tvcg.2017.2745085  0.355
2016 Du F, Shneiderman B, Plaisant C, Malik S, Perer A. Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus. Ieee Transactions On Visualization and Computer Graphics. PMID 28113471 DOI: 10.1109/Tvcg.2016.2539960  0.541
2016 Krause J, Perer A, Stavropoulos H. Supporting Iterative Cohort Construction with Visual Temporal Queries. Ieee Transactions On Visualization and Computer Graphics. 22: 91-100. PMID 26529690 DOI: 10.1109/Tvcg.2015.2467622  0.448
2015 Perer A, Wang F, Hu J. Mining and exploring care pathways from electronic medical records with visual analytics. Journal of Biomedical Informatics. PMID 26146159 DOI: 10.1016/J.Jbi.2015.06.020  0.421
2015 Zhang Z, Gotz D, Perer A. Iterative cohort analysis and exploration Information Visualization. 14: 289-307. DOI: 10.1177/1473871614526077  0.428
2014 Stolper CD, Perer A, Gotz D. Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics. Ieee Transactions On Visualization and Computer Graphics. 20: 1653-62. PMID 26356879 DOI: 10.1109/Tvcg.2014.2346574  0.454
2014 Krause J, Perer A, Bertini E. INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data. Ieee Transactions On Visualization and Computer Graphics. 20: 1614-23. PMID 26356875 DOI: 10.1109/Tvcg.2014.2346482  0.322
2014 Gotz D, Wang F, Perer A. A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data. Journal of Biomedical Informatics. 48: 148-59. PMID 24486355 DOI: 10.1016/J.Jbi.2014.01.007  0.434
2014 Heer J, Perer A. Orion: A system for modeling, transformation and visualization of multidimensional heterogeneous networks Information Visualization. 13: 111-133. DOI: 10.1177/1473871612462152  0.358
2013 Perer A, Guy I, Uziel E, Ronen I, Jacovi M. The Longitudinal Use of SaNDVis: Visual Social Network Analytics in the Enterprise Ieee Transactions On Visualization and Computer Graphics. 19: 1095-1108. PMID 23661007 DOI: 10.1109/Tvcg.2012.322  0.492
2011 Bertini E, Lam H, Perer A. Summaries: a special issue on evatuation for information visualization Information Visualization. 10: 161-161. DOI: 10.1177/1473871611421693  0.38
2009 Ham Fv, Perer A. “Search, Show Context, Expand on Demand”: Supporting Large Graph Exploration with Degree-of-Interest Ieee Transactions On Visualization and Computer Graphics. 15: 953-960. PMID 19834159 DOI: 10.1109/Tvcg.2009.108  0.383
2009 Perer A, Shneiderman B. Integrating statistics and visualization for exploratory power: from long-term case studies to design guidelines. Ieee Computer Graphics and Applications. 29: 39-51. PMID 19642614 DOI: 10.1109/Mcg.2009.44  0.565
2006 Perer A, Shneiderman B. Balancing systematic and flexible exploration of social networks. Ieee Transactions On Visualization and Computer Graphics. 12: 693-700. PMID 17080789 DOI: 10.1109/Tvcg.2006.122  0.518
2006 Perer A, Shneiderman B, Oard DW. Using rhythms of relationships to understand E-mail archives Journal of the American Society For Information Science and Technology. 57: 1936-1948. DOI: 10.1002/Asi.V57:14  0.488
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