Biblio

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2016
Self JZ, Vinayagam RK, Fry JT, North C. Bridging the Gap between User Intention and Model Parameters for Data Analytics. In: SIGMOD 2016 Workshop on Human-In-the-Loop Data Analytics (HILDA 2016). SIGMOD 2016 Workshop on Human-In-the-Loop Data Analytics (HILDA 2016). ; 2016. p. 6. paper6.pdf (1.46 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)
Mi P, Sun M, Masiane M, Cao Y, North C. Interactive Graph Layout of a Million Nodes. Informatics [Internet]. 2016;3(4):23. Available from: http://www.mdpi.com/2227-9709/3/4/23 informatics-03-00023.pdf (3.13 MB)
Sun M, Mi P, Wu H, North C, Ramakrishnan N. Usability Challenges underlying Bicluster Interaction for Sensemaking. In: CHI 2016 Workshop on Human Centred Machine Learning. CHI 2016 Workshop on Human Centred Machine Learning. ; 2016. p. 6 pages. HCML2016_paper_9.pdf (529.22 KB)
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)
Reach C, North C. Bandlimited OLAP cubes for interactive big data visualization. In: Large Data Analysis and Visualization (LDAV), 2015 IEEE 5th Symposium on. Large Data Analysis and Visualization (LDAV), 2015 IEEE 5th Symposium on. Chicago, IL, USA; 2015. p. 107-114. 07348078.pdf (1.62 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)
Chung H, North C, Joshi S, Chen J. Four considerations for supporting visual analysis in display ecologies. In: Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on. Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on. Chicago, IL, USA; 2015. p. 33-40. 07347628.pdf (743.68 KB)
Endert A, Chang R, North C, Zhou M. Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics. IEEE Computer Graphics and Applications. 2015;(July/August):6-11. endert-2015-viewpoints.pdf (191.14 KB)
Zhang H, Sun M, Yao D, North C. 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)
2014
Rohrdantz C, Mansmann F, North C, Keim DA. Augmenting the educational curriculum with the Visual Analytics Science and Technology Challenge: Opportunities and pitfalls. Information Visualization. 2014;13:313-325. Information Visualization-2013-Rohrdantz-1473871613481693.pdf (3.94 MB)
Wang J, Bradel L, North C. Event-Based Text Visual Analytics. In: VAST Challenge 2014. VAST Challenge 2014. Paris, France; 2014. p. . VAST_2014_MC1_VT_Wang.pdf (2.68 MB)
Endert A, Hossain SM, Ramakrishnan N, North C, Fiaux P, Andrews C. The human is the loop: new directions for visual analytics. Journal of Intelligent Information Systems. 2014;43:411-435. art%3A10.1007%2Fs10844-014-0304-9.pdf copy.pdf (1.68 MB)
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)
Wang J, Mi P, North C. Making Sense of Daily Life Data: From Commonalities To Anomalies. In: VAST Challenge 2014. VAST Challenge 2014. ; 2014. p. . VAST_2014_MC2_VT_Wang.pdf (717.14 KB)
Wang J, Zhao J, Guo S, North C, Ramakrishnan N. ReCloud: Semantics-based Word Cloud Visualization of User Reviews. In: Proceedings of the 2014 Graphics Interface Conference. Proceedings of the 2014 Graphics Interface Conference. Toronto, Ont., Canada, Canada; 2014. p. 151–158. Available from: http://dl.acm.org/citation.cfm?id=2619648.2619674 p151-wang.pdf (967.69 KB)
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)
Chung H, Andrews C, North C. A Survey of Software Frameworks for Cluster-Based Large High-Resolution Displays. IEEE Transactions on Visualization and Computer Graphics. 2014;20:1158–1177. 06693038.pdf (2.4 MB)
Endert A, North C, Chang R, Zhou M. Toward Usable Interactive Analytics: Coupling Cognition and Computation. In: KDD 2014 Workshop on Interactive Data Exploration and Analytics (IDEA). KDD 2014 Workshop on Interactive Data Exploration and Analytics (IDEA). ; 2014. p. . Available from: http://poloclub.gatech.edu/idea2014/papers/p52-endert.pdf p52-endert.pdf (1.45 MB)
Chung H, North C, Self JZ, Chu S, Quek F. VisPorter: facilitating information sharing for collaborative sensemaking on multiple displays. Personal and Ubiquitous Computing [Internet]. 2014;18(5):1169–1186. Available from: http://dx.doi.org/10.1007/s00779-013-0727-2 visporter_puc.pdf (839.27 KB)
2013
Self JZ, Zeitz R, North C, Breitler AL. Auto-Highlighter: Identifying Salient Sentences in Text. In: 2013 IEEE International Conference on Intelligence and Security Informatics (ISI). 2013 IEEE International Conference on Intelligence and Security Informatics (ISI). Seattle, WA, USA; 2013. p. 260 - 262. omni-paper.pdf (558.31 KB) salience-3page-final.pdf (311.62 KB) auto_highlighter_slides.pdf (1.83 MB)
Endert A, Bradel L, North C. Beyond Control Panels: Direct Manipulation for Visual Analytics. IEEE Computer Graphics and Applications. 2013;33(4):6 - 13. direct_manipulation_VA.pdf (3.87 MB)
Fiaux P, Sun M, Bradel L, North C, Ramakrishnan N, Endert A. Bixplorer: Visual Analytics with Biclusters. Computer. 2013;46(8):90 - 94. bixplorer.pdf (1.55 MB)

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