I. Elizabeth Kumar, S. Venkatasubramanian, C. Scheidegger, S. Friedler Problems with Shapley-value-based explanations as feature importance measures. International Conference on Machine Learning, 2020. PDF HTML
Steven R Brandt, A. Bigelow, Sayef Azad Sakin, K. Williams, K. E. Isaacs, Kevin A Huck, Rod Tohid, Bibek Wagle, Shahrzad Shirzad, Hartmut Kaiser. JetLag: An Interactive, Asynchronous Array Computing Environment. To appear In Practice and Experience in Advanced Research Computing, pp. 8–12. 2020. PDF
K. Williams, A. Bigelow, and K. E. Isaacs. Visualizing a Moving Target: A Design Study on Task Parallel Programs in the Presence of Evolving Data and Concerns. To appear in IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2019). PDF
A. Jallepalli, J. A. Levine, R. M. Kirby. The Effect of Data Transformations on Scalar Field Topological Analysis of High-Order FEM Solutions. To appear in IEEE Transactions on Visualization and Computer Graphics (Proceedings of SciVis 2019). PDF
Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle Friedler, Carlos Scheidegger, Suresh Venkatasubramanian. Gaps in Information Access in Social Networks. The World Wide Web Conference (now called The WebConf), 480–490, 2019. PDF
Mohsen Abbasi, Sorelle Friedler, Carlos Scheidegger, Suresh Venkatasubramanian. Fairness in representation: quantifying stereotyping as a representational harm. Proceedings of the 2019 SIAM International Conference on Data Mining, 801–809, 2019. PDF
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian, Sonam Choudhary, Evan P. Hamilton, Derek Roth. A Comparative Study of Fairness-Enhancing Interventions in Machine Learning. ACM Conference on Fairness, Accountability, and Transparency, 2019. PDF
A. R. Ahmed,
F. De. Luca,
K. E. Isaacs,
Stress-Plus-X (SPX) Graph Layout.
Proceedings of 27th International Symposium on Graph Drawing and Network Visualization (GD), 2019.
K. E. Isaacs and T. Gamblin. Preserving Command Line Workflow for a Package Management System using ASCII DAG Visualization. IEEE Transactions in Visualization and Computer Graphics, Volume 25, Issue 9, September 2019. PDF
B. Lee, K. E. Isaacs, D. A. Szafir, G. E. Marai, C. Turkay, M. Tory, S. Carpendale, and A. Endert. Broadening Intellectual Diversity in Visualization Research Papers. Computer Graphics & Applications, Visualization Viewpoints, July 2019. PDF
M. Correll, M. Li, G. Kindlmann, C. Scheidegger. Looks Good to Me: Visualizations as Sanity Checks. To appear in IEEE Transactions in Visualization and Computer Graphics (Proceedings of InfoVis 2018). PDF
R. Faust, D. Glickenstein, C. Scheidegger. DimReader: Axis lines that explain non-linear projections. To appear in IEEE Transactions in Visualization and Computer Graphics (Proceedings of InfoVis 2018). PDF
J. A. Levine,
Visual Supervision in Bootstrapped Information Extraction.
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018).
R. Tohid, Bibek Wagle, Shahrzad Shirzad, Patrick Diehl, Adrian Serio, Alireza Kheirkhahan, Parsa Amini, Katy Williams, Kate Isaacs, Kevin Huck, Steven Brandt, and Hartmut Kaiser. Asynchronous Execution of Python Code on Task-Based Runtime Systems. Proceedings of the Fourth International IEEE Workshop on Extreme Scale Programming Models and Middleware, November 2018. PDF
U. Soni, Y. Lu, B. Hansen, H. Purchase, S. Kobourov, R. Maciejewski, The Perception of Graph Properties in Graph Layouts. Computer Graphics Forum, 2018. (A preliminary version appeared in the 20th IEEE Eurographics Conference on Visualization (EUROVIS), 2018.) PDF
Reyan Ahmed, Patrizio Angelini, Faryad Darabi Sahneh, Alon Efrat, David Glickenstein, Martin Gronemann, Niklas Heinsohn, Stephen G. Kobourov, Richard Spence, Joseph Watkins, and Alexander Wolff. Multi-level steiner trees. arXiv:1804.02627 (Accepted in 17th International Symposium on Experimental Algorithms (SEA) 2018. ) PDF
Helen Purchase, Katherine Isaacs, Thomas Bueti, Ben Hastings, Aadam Kassan, Allen Kim, and Steffan van Hoesen. A Classification of Infographics. Proceedings of the 10th International Conference on the Theory and Application of Diagrams, June 2018. PDF
Ahmed A.R., Rahman M.S., S. Kobourov. (2018) Online Facility Assignment. In: Rahman M., Sung WK., Uehara R. (eds) WALCOM: Algorithms and Computation. WALCOM 2018. Lecture Notes in Computer Science, vol 10755. Springer, Cham. PDF
Michelle Mills Strout, Saumya Debray, Katherine E. Isaacs, Barbara Kreaseck, Julio Cárdenas-Rodríguez, Bonnie Hurwitz, Kat Volk, Sam Badger, Jesse Bartels, Ian Bertolacci, Sabin Devkota, Anthony Encinas, Ben Gaska, Brandon Neth, Theodore Sackos, Jon Stephens, Sarah Willer, and Babek Yadergari. Language-Agnostic Optimization and Parallelization for Interpreted Languages. In Proceedings of the 30th Workshop on Languages and Compilers for Parallel Computing (LCPC), October 2017. PDF
Asher Haug-Baltzell, Sean A. Stephens, Sean Davey, Carlos E. Scheidegger, Eric Lyons. SynMap2 and SynMap3D: web-based whole-genome synteny browsers. Published at Bioinformatics, Volume 33, Issue 14, 15 July 2017. PDF
P. Angelini, S. Chaplick, F. De Luca, J. Fiala, J. Hancl, N. Heinsohn, M. Kaufmann, S. Kobourov, J. Kratochvil and P. Valtr. On Vertex- and Empty-Ply Proximity Drawings. 25th Symposium on Graph Drawing (GD), 2017. PDF
H. Kruiger, P. Rauber, R. Martins, A. Kerren, S. Kobourov, and A. Telea. Graph Layouts by t-SNE. Computer Graphics Forum, vol. 36, no. 3, 2017. (A preliminary version appeared in the 19th IEEE Eurographics Conference on Visualization (EUROVIS), 2017.) PDF
E. Welch and S. Kobourov. Measuring Symmetry in Drawings of Graphs. Computer Graphics Forum, vol. 36, no. 3, 2017. (A preliminary version appeared in the 19th IEEE Eurographics Conference on Visualization(EUROVIS), 2017.) PDF
S. Nusrat and S. G. Kobourov. The State of the Art in Cartograms. Computer Graphics Forum, Volume 35 Issue 3, June 2016 Pages 619-642 2016. (A preliminary version appeared in the 18th IEEE Eurographics Conference on Visualization (EUROVIS), 2017) PDF
P. Angelini, M. Bekos, T. Bruckdorfer, J. Hancl, M. Kaufmann, S. Kobourov, J. Kratochvil, A. Symvonis, and P. Valtr. Low Ply Drawings of Trees. 24th Symposium on Graph Drawing and Network Visualization (GD), p. 236-248, 2016. PDF
Zhe Wang, Nivan Ferreira, Youhao Wei, Aarthy Bhaskar, Carlos Scheidegger. Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets. Presented at InfoVis 2016, published at IEEE TVCG 23(1)681-690, 2017. PDF
Cicero Pahins, Sean S. Stephens, Carlos Scheidegger, Joao Comba. Hashedcubes: Simple, Low Memory, Real-Time Visual Exploration of Big Data. Presented at InfoVis 2016, published at IEEE TVCG 23(1)671-680, 2017. PDF