Biblio

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2011
Endert A, Han C, Maiti D, House L, Leman S, North C. Observation-level interaction with statistical models for visual analytics. In: Visual Analytics Science and Technology (VAST), 2011 IEEE Conference on. Visual Analytics Science and Technology (VAST), 2011 IEEE Conference on. ; 2011. p. 121 -130. PDF.pdf (1.26 MB)
2013
Hu X, Bradel L, Maiti D, House L, North C, Leman S. Semantics of Directly Manipulating Spatializations. IEEE Transactions on Visualization and Computer Graphics. 2013;19(12):2052 - 2059. 06634115.pdf (1.05 MB)
Leman S, House L, Maiti D, Endert A, North C. Visual to Parametric Interaction (V2PI). PLoS ONE. 2013;8(3):e50474. journal.pone_.0050474.pdf (935.8 KB)
2014
Self JZ, Self N, House L, Leman S, North C. Improving Students' Cognitive Dimensionality through Education with Object-Level Interaction. Blacksburg; 2014 p. . vast_self_tech_report.pdf (2.96 MB)
Bradel L, North C, House L, Leman S. StarSpire: Multi-Model Semantic Interaction for Text Analytics. In: IEEE Conference on Visual Analytics Science and Technology (VAST). IEEE Conference on Visual Analytics Science and Technology (VAST). Paris, France; 2014. p. 1-10. VAST_2014_StarSPIRE_v9b.pdf (4.12 MB)
2015
Self JZ, House L, Leman S, North C. Andromeda: Observation-Level and Parametric Interaction for Exploratory Data Analysis. Blacksburg; 2015 p. . jzself-tech-report.pdf (2.5 MB)
Bradel L, Wycoff N, House L, North C. Big Text Visual Analytics in Sensemaking. In: IEEE International Symposium on Big Data Visual Analytics. IEEE International Symposium on Big Data Visual Analytics. ; 2015. p. 8 pages. BDVA_bingspire_v5c.pdf (3.34 MB)
Self JZ, Self N, House L, Evia JR, Leman S, North C. Bringing Interactive Visual Analytics to the Classroom for Developing EDA Skills. Blacksburg; 2015 p. . cog_dim_tech_report.pdf (1.11 MB)
Self JZ, Hu X, House L, Leman S, North C. Designing for Interactive Dimension Reduction Visual Analytics Tools to Explore High-Dimensional Data. Blacksburg; 2015 p. . jzself_vast2015_tech_report.pdf (3.65 MB)
2016
Chen X, Self JZ, House L, North C. Be the Data: A New Approach for Immersive Analytics. In: IEEE Virtual Reality 2016 Workshop on Immersive Analytics. IEEE Virtual Reality 2016 Workshop on Immersive Analytics. ; 2016. p. 6. be_the_data_IA_final.pdf (538.3 KB)
Chen X, House L, Self JZ, Leman S, Evia JR, Fry JT, North C. Be the Data: An Embodied Experience for Data Analytics. In: 2016 Annual Meeting of the American Educational Research Association (AERA). 2016 Annual Meeting of the American Educational Research Association (AERA). ; 2016. p. 20. BeTheData_aera2016 new.pdf (996.6 KB)
Chen X, Self JZ, Sun M, House L, North C. Be the Data: Social Meetings with Visual Analytics. In: International Workshop on Visualization and Collaboration (VisualCol 2016). International Workshop on Visualization and Collaboration (VisualCol 2016). ; 2016. p. 8. cts2016-min.pdf (1.25 MB)
Self JZ, Hu X, House L, Leman S, North C. Designing Usable Interactive Visual Analytics Tools for Dimension Reduction. In: CHI 2016 Workshop on Human-Centered Machine Learning (HCML). CHI 2016 Workshop on Human-Centered Machine Learning (HCML). ; 2016. p. 7. Self_design_paper_final.pdf (626.44 KB)
2017
Self JZ, Self N, House L, Evia JR, Leman S, North C. Bringing Interactive Visual Analytics to the Classroom for Developing EDA Skills. In: Proceedings of the 33rd Annual Consortium of Computing Sciences in Colleges (CCSC) Eastern Regional Conference. Proceedings of the 33rd Annual Consortium of Computing Sciences in Colleges (CCSC) Eastern Regional Conference. ; 2017. p. 10. ccsc_eastern_submission_final.pdf (588.97 KB)
2018
Chen X, Self JZ, House L, Wenskovitch J, Sun M, Wycoff N, Evia JR, Leman S, North C. Be the Data: Embodied Visual Analytics. IEEE Transactions on Learning Technologies. 2018;11(1):81-95. data-embodied-visual.pdf (6.31 MB)
Wenskovitch J, Bradel L, Dowling M, House L, North C. 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)
Self JZ, Dowling M, Wenskovitch J, Crandell I, Wang M, House L, Leman S, North C. Observation-Level and Parametric Interaction for High-Dimensional Data Analysis. ACM Transactions on Interactive Intelligent Systems. 2018;8(2). observation-level-parametric_first_look_version.pdf (1.82 MB)
Dowling M, Wenskovitch J, Fry JT, Leman S, House L, North C. SIRIUS: Dual, Symmetric, Interactive Dimension Reductions. In: 2018 IEEE Conference on Visual Analytics Science and Technology (VAST). 2018 IEEE Conference on Visual Analytics Science and Technology (VAST). ; 2018. p. . SIRIUS 2018 v3 preprint sm.pdf (470.59 KB) SIRIUS 2018 Comparisions v3 preprint.pdf (87.44 KB)
Wenskovitch J, Crandell I, Ramakrishnan N, House L, Leman S, North C. 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)
2019
Dowling M, Wycoff N, Mayer B, Wenskovitch J, Leman S, House L, Polys N, North C, Hauck P. Interactive Visual Analytics for Sensemaking with Big Text. Big Data Research [Internet]. 2019;16:49 - 58. Available from: http://www.sciencedirect.com/science/article/pii/S2214579618302995 1-s2.0-S2214579618302995-main.pdf (1.32 MB)
Kodali L, Wenskovitch J, Wycoff N, House L, North C. Uncertainty in Interactive WMDS Visualizations. 2019 Symposium on Visualization in Data Science Posters. 2019. uncertainty-in-wmds-vds.pdf (355.18 KB)
2021
Wang M, Wenskovitch J, House L, Polys N, North C. Bridging cognitive gaps between user and model in interactive dimension reduction. Visual Informatics. 2021;53(2):13-25.
2022
Taylor M, Mathieson D, House L, North C. Andromeda in the Classroom: Collaborative Data Analysis for 8th Grade Engineering Design. In: 2022 ASEE Annual Conference & Exposition. 2022 ASEE Annual Conference & Exposition. Minneapolis, MN; 2022. p. . andromeda-in-the-classroom-collaborative-data-analysis-for-8th-grade-engineering-design.pdf (1.52 MB)
2023
Taylor M, Kodali L, House L, North C. Evaluating Differences in Insights from Interactive Dimensionality Reduction Visualizations through Complexity and Vocabulary. In: International Conference on Information Visualization Theory and Applications (IVAPP). International Conference on Information Visualization Theory and Applications (IVAPP). ; 2023. p. 8 pages. IVAPP_2023__Mia_.pdf (1.46 MB)