Biblio
Observation-Level Interaction with Clustering and Dimension Reduction Algorithms. In: Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics. Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics. New York, NY, USA; 2017. p. 14:1–14:6. Available from: http://doi.acm.org/10.1145/3077257.3077259 HILDA17_final.pdf (691.5 KB)
. Machine Learning from Interaction in Multi-Model Visual Analytics. In: Proceedings of the ACM CHI Conference Workshop on Human-Centered Machine Learning Perspectives at CHI’19. Proceedings of the ACM CHI Conference Workshop on Human-Centered Machine Learning Perspectives at CHI’19. ; 2019. p. . HCML_Submission.pdf (552.21 KB)
. An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration. IEEE Transactions on Visualization and Computer Graphics. 2021;27(2):1742-1752. Cognitive_Study_VIS_Paper-2.pdf (4 MB)
. Simultaneous Interaction with Dimension Reduction and Clustering Projections. In: Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion. Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion. New York, NY, USA; 2019. p. 89–90. Available from: http://doi.acm.org/10.1145/3308557.3308718 p89-wenskovitch.pdf (478.5 KB)
. Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics. IEEE Transactions on Visualization and Computer Graphics. 2018;24:131-141. systematic-combination-dimension.pdf (6 MB)
. The Effect of Semantic Interaction on Foraging in Text Analysis. In: 2018 IEEE Conference on Visual Analytics Science and Technology (VAST). 2018 IEEE Conference on Visual Analytics Science and Technology (VAST). ; 2018. p. . effect-semantic-interaction.pdf (1.43 MB)
. VAST contest dataset use in education. In: Visual Analytics Science and Technology, 2009. IEEE VAST 2009. Visual Analytics Science and Technology, 2009. IEEE VAST 2009. ; 2009. p. 115 -122. PDF (628.62 KB)
. Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models. ACM Transactions on Knowledge Discovery from Data. 2018;12(1). paper.pdf (7.13 MB)
. The Effect of Presenting Long Documents with Large High-Resolution Displays on Comprehension of Content and User Experience. In: the 13th International Symposium on Electronic Theses and Dissertations (ETD' 10). the 13th International Symposium on Electronic Theses and Dissertations (ETD' 10). Austin, TX; 2010. p. .
. The Perceptual Scalability of Visualization. IEEE Transactions on Visualization and Computer Graphics. 2006;12:837–844. PDF (689.21 KB)
. Beyond visual acuity: the perceptual scalability of information visualizations for large displays. In: CHI '07: Proceedings of the SIGCHI conference on Human factors in computing systems. CHI '07: Proceedings of the SIGCHI conference on Human factors in computing systems. New York, NY, USA; 2007. p. 101–110. PDF (1.11 MB)
. Single complex glyphs versus multiple simple glyphs. In: CHI '05: CHI '05 extended abstracts on Human factors in computing systems. CHI '05: CHI '05 extended abstracts on Human factors in computing systems. New York, NY, USA; 2005. p. 1889–1892. PDF (287.03 KB)
. Visualizing Traffic Causality for Analyzing Network Anomalies. In: Proceedings of the 2015 ACM International Workshop on Security and Privacy Analytics. Proceedings of the 2015 ACM International Workshop on Security and Privacy Analytics. New York, NY, USA; 2015. p. 37–42. Available from: http://doi.acm.org/10.1145/2713579.2713583 paper.pdf (1.51 MB)
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