CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs (English)
- New search for: Cashman, Dylan
- New search for: Xu, Shenyu
- New search for: Das, Subhajit
- New search for: Heimerl, Florian
- New search for: Liu, Cong
- New search for: Humayoun, Shah Rukh
- New search for: Gleicher, Michael
- New search for: Endert, Alex
- New search for: Chang, Remco
- New search for: Cashman, Dylan
- New search for: Xu, Shenyu
- New search for: Das, Subhajit
- New search for: Heimerl, Florian
- New search for: Liu, Cong
- New search for: Humayoun, Shah Rukh
- New search for: Gleicher, Michael
- New search for: Endert, Alex
- New search for: Chang, Remco
In:
IEEE Transactions on Visualization and Computer Graphics
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27
, 2
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1731-1741
;
2021
- Article (Journal) / Electronic Resource
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Title:CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs
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Contributors:Cashman, Dylan ( author ) / Xu, Shenyu ( author ) / Das, Subhajit ( author ) / Heimerl, Florian ( author ) / Liu, Cong ( author ) / Humayoun, Shah Rukh ( author ) / Gleicher, Michael ( author ) / Endert, Alex ( author ) / Chang, Remco ( author )
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Published in:IEEE Transactions on Visualization and Computer Graphics ; 27, 2 ; 1731-1741
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Publisher:
- New search for: IEEE
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Publication date:2021-02-01
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Size:1150856 byte
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 27, Issue 2
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 261
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VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light DetectionGou, Liang / Zou, Lincan / Li, Nanxiang / Hofmann, Michael / Shekar, Arvind Kumar / Wendt, Axel / Ren, Liu et al. | 2021
- 272
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Visual Reasoning Strategies for Effect Size Judgments and DecisionsKale, Alex / Kay, Matthew / Hullman, Jessica et al. | 2021
- 283
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Objective Observer-Relative Flow Visualization in Curved Spaces for Unsteady 2D Geophysical FlowsRautek, Peter / Mlejnek, Matej / Beyer, Johanna / Troidl, Jakob / Pfister, Hanspeter / Theubl, Thomas / Hadwiger, Markus et al. | 2021
- 294
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PlotThread: Creating Expressive Storyline Visualizations using Reinforcement LearningTang, Tan / Li, Renzhong / Wu, Xinke / Liu, Shuhan / Knittel, Johannes / Koch, Steffen / Yu, Lingyun / Ren, Peiran / Ertl, Thomas / Wu, Yingcai et al. | 2021
- 304
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Lyra 2: Designing Interactive Visualizations by DemonstrationZong, Jonathan / Barnwal, Dhiraj / Neogy, Rupayan / Satyanarayan, Arvind et al. | 2021
- 315
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StructGraphics: Flexible Visualization Design through Data-Agnostic and Reusable Graphical StructuresTsandilas, Theophanis et al. | 2021
- 326
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VisCode: Embedding Information in Visualization Images using Encoder-Decoder NetworkZhang, Peiying / Li, Chenhui / Wang, Changbo et al. | 2021
- 337
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Chartem: Reviving Chart Images with Data EmbeddingFu, Jiayun / Zhu, Bin / Cui, Weiwei / Ge, Song / Wang, Yun / Zhang, Haidong / Huang, He / Tang, Yuanyuan / Zhang, Dongmei / Ma, Xiaojing et al. | 2021
- 347
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VisConnect: Distributed Event Synchronization for Collaborative VisualizationSchwab, Michail / Saffo, David / Zhang, Yixuan / Sinha, Shash / Nita-Rotaru, Cristina / Tompkin, James / Dunne, Cody / Borkin, Michelle A. et al. | 2021
- 358
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A Generic Framework and Library for Exploration of Small Multiples through Interactive PilingLekschas, Fritz / Zhou, Xinyi / Chen, Wei / Gehlenborg, Nils / Bach, Benjamin / Pfister, Hanspeter et al. | 2021
- 369
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NL4DV: A Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language QueriesNarechania, Arpit / Srinivasan, Arjun / Stasko, John et al. | 2021
- 380
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P6: A Declarative Language for Integrating Machine Learning in Visual AnalyticsLi, Jianping Kelvin / Ma, Kwan-Liu et al. | 2021
- 390
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PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML PipelinesOno, Jorge Piazentin / Castelo, Sonia / Lopez, Roque / Bertini, Enrico / Freire, Juliana / Silva, Claudio et al. | 2021
- 401
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Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big DataTao, Wenbo / Hou, Xinli / Sah, Adam / Battle, Leilani / Chang, Remco / Stonebraker, Michael et al. | 2021
- 412
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Competing Models: Inferring Exploration Patterns and Information Relevance via Bayesian Model SelectionMonadjemi, Shayan / Garnett, Roman / Ottley, Alvitta et al. | 2021
- 422
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II-20: Intelligent and pragmatic analytic categorization of image collectionsZahalka, Jan / Worring, Marcel / Van Wijk, Jarke J. et al. | 2021
- 432
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Argus: Interactive a priori Power AnalysisWang, Xiaoyi / Eiselmayer, Alexander / Mackay, Wendy E. / Hornbaek, Kasper / Wacharamanotham, Chat et al. | 2021
- 443
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Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related InfographicsQian, Chunyao / Sun, Shizhao / Cui, Weiwei / Lou, Jian-Guang / Zhang, Haidong / Zhang, Dongmei et al. | 2021
- 453
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Calliope: Automatic Visual Data Story Generation from a SpreadsheetShi, Danqing / Xu, Xinyue / Sun, Fuling / Shi, Yang / Cao, Nan et al. | 2021
- 464
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MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning FrameworkWu, Aoyu / Tong, Wai / Dwyer, Tim / Lee, Bongshin / Isenberg, Petra / Qu, Huamin et al. | 2021
- 475
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Palettailor: Discriminable Colorization for Categorical DataLu, Kecheng / Feng, Mi / Chen, Xin / Sedlmair, Michael / Deussen, Oliver / Lischinski, Dani / Cheng, Zhanglin / Wang, Yunhai et al. | 2021
- 485
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Gemini: A Grammar and Recommender System for Animated Transitions in Statistical GraphicsKim, Younghoon / Heer, Jeffrey et al. | 2021
- 495
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VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based RecommendationsOppermann, Michael / Kincaid, Robert / Munzner, Tamara et al. | 2021
- 506
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A Visual Analytics Approach for Ecosystem Dynamics based on Empirical Dynamic ModelingNatsukawa, Hiroaki / Deyle, Ethan R. / Pao, Gerald M. / Koyamada, Koji / Sugihara, George et al. | 2021
- 517
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Multiscale Snapshots: Visual Analysis of Temporal Summaries in Dynamic GraphsCakmak, Eren / Schlegel, Udo / Jackle, Dominik / Keim, Daniel / Schreck, Tobias et al. | 2021
- 528
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The Effectiveness of Interactive Visualization Techniques for Time Navigation of Dynamic Graphs on Large DisplaysLee, Alexandra / Archambault, Daniel / Nacenta, Miguel A. et al. | 2021
- 539
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Staged Animation Strategies for Online Dynamic NetworksCrnovrsanin, Tarik / Shilpika / Chandrasegaran, Senthil / Ma, Kwan-Liu et al. | 2021
- 550
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Visual Analytics for Temporal Hypergraph Model ExplorationFischer, Maximilian T. / Arya, Devanshu / Streeb, Dirk / Seebacher, Daniel / Keim, Daniel A. / Worring, Marcel et al. | 2021
- 561
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TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional DataDoraiswamy, Harish / Tierny, Julien / Silva, Paulo J. S. / Nonato, Luis Gustavo / Silva, Claudio et al. | 2021
- 572
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Localized Topological Simplification of Scalar DataLukasczyk, Jonas / Garth, Christoph / Maciejewski, Ross / Tierny, Julien et al. | 2021
- 583
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Mode Surfaces of Symmetric Tensor Fields: Topological Analysis and Seamless ExtractionQu, Botong / Roy, Lawrence / Zhang, Yue / Zhang, Eugene et al. | 2021
- 593
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A Suggestive Interface for Untangling Mathematical KnotsLiu, Huan / Zhang, Hui et al. | 2021
- 603
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Efficient and Flexible Hierarchical Data Layouts for a Unified Encoding of Scalar Field Precision and ResolutionHoang, Duong / Summa, Brian / Bhatia, Harsh / Lindstrom, Peter / Klacansky, Pavol / Usher, Will / Bremer, Peer-Timo / Pascucci, Valerio et al. | 2021
- 614
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Advanced Rendering of Line Data with Ambient Occlusion and TransparencyGross, David / Gumhold, Stefan et al. | 2021
- 625
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Ray Tracing Structured AMR Data Using ExaBricksWald, Ingo / Zellmann, Stefan / Usher, Will / Morrical, Nate / Lang, Ulrich / Pascucci, Valerio et al. | 2021
- 635
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Homomorphic-Encrypted Volume RenderingMazza, Sebastian / Patel, Daniel / Viola, Ivan et al. | 2021
- 645
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The Mixture Graph-A Data Structure for Compressing, Rendering, and Querying Segmentation HistogramsThelaya, Khaled Ai- / Agus, Marco / Schneider, Jens et al. | 2021
- 656
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Githru: Visual Analytics for Understanding Software Development History Through Git Metadata AnalysisKim, Youngtaek / Kim, Jaeyoung / Jeon, Hyeon / Kim, Young-Ho / Song, Hyunjoo / Kim, Bohyoung / Seo, Jinwook et al. | 2021
- 667
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CcNav: Understanding Compiler Optimizations in Binary CodeDevkota, Sabin / Aschwanden, Pascal / Kunen, Adam / Legendre, Matthew / Isaacs, Katherine E. et al. | 2021
- 678
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Humane Visual AI: Telling the Stories Behind a Medical ConditionSo, Wonyoung / Bogucka, Edyta P. / Scepanovic, Sanja / Joglekar, Sagar / Zhou, Ke / Quercia, Daniele et al. | 2021
- 689
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QualDash: Adaptable Generation of Visualisation Dashboards for Healthcare Quality ImprovementElshehaly, Mai / Randell, Rebecca / Brehmer, Matthew / McVey, Lynn / Alvarado, Natasha / Gale, Chris P. / Ruddle, Roy A. et al. | 2021
- 700
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Visualization of Human Spine Biomechanics for Spinal SurgeryEulzer, Pepe / Bauer, Sabine / Kilian, Francis / Lawonn, Kai et al. | 2021
- 711
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In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in HospitalsBaumgartl, T. / Petzold, M. / Wunderlich, M. / Hohn, M. / Archambault, D. / Lieser, M. / Dalpke, A. / Scheithauer, S. / Marschollek, M. / Eichel, V. M. et al. | 2021
- 722
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Modeling in the Time of COVID-19: Statistical and Rule-based Mesoscale ModelsNguyen, Ngan / Strnad, Ondrej / Klein, Tobias / Luo, Deng / Alharbi, Ruwayda / Wonka, Peter / Maritan, Martina / Mindek, Peter / Autin, Ludovic / Goodsell, David S. et al. | 2021
- 733
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Visual cohort comparison for spatial single-cell omics-dataSomarakis, Antonios / Ijsselsteijn, Marieke E. / Luk, Sietse J. / Kenkhuis, Boyd / de Miranda, Noel F.C.C. / Lelieveldt, Boudewijn P.F. / Hollt, Thomas et al. | 2021
- 744
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Improving the Usability of Virtual Reality Neuron Tracing with Topological ElementsMcDonald, Torin / Usher, Will / Morrical, Nate / Gyulassy, Attila / Petruzza, Steve / Federer, Frederick / Angelucci, Alessandra / Pascucci, Valerio et al. | 2021
- 755
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InCorr: Interactive Data-Driven Correlation Panels for Digital Outcrop AnalysisOrtner, Thomas / Walch, Andreas / Nowak, Rebecca / Barnes, Robert / Hollt, Thomas / Groller, M. Eduard et al. | 2021
- 765
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Extraction and Visualization of Poincare Map Topology for Spacecraft Trajectory DesignTricoche, Xavier / Schlei, Wayne / Howell, Kathleen C. et al. | 2021
- 775
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IsoTrotter: Visually Guided Empirical Modelling of Atmospheric ConvectionPalenik, Juraj / Spengler, Thomas / Hauser, Helwig et al. | 2021
- 785
-
Interactive Visualization of Atmospheric Effects for Celestial BodiesCosta, Jonathas / Bock, Alexander / Emmart, Carter / Hansen, Charles / Ynnerman, Anders / Silva, Claudio et al. | 2021
- 796
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Interactive Black-Hole VisualizationVerbraeck, Annemieke / Eisemann, Elmar et al. | 2021
- 806
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Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum VisualizationElek, Oskar / Burchett, Joseph N. / Prochaska, J. Xavier / Forbes, Angus G. et al. | 2021
- 817
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Towards Better Bus Networks: A Visual Analytics ApproachWeng, Di / Zheng, Chengbo / Deng, Zikun / Ma, Mingze / Bao, Jie / Zheng, Yu / Xu, Mingliang / Wu, Yingcai et al. | 2021
- 828
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Topology Density Map for Urban Data Visualization and AnalysisFeng, Zezheng / Li, Haotian / Zeng, Wei / Yang, Shuang-Hua / Qu, Huamin et al. | 2021
- 839
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Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual AnalyticsZeng, Wei / Lin, Chengqiao / Lin, Juncong / Jiang, Jincheng / Xia, Jiazhi / Turkay, Cagatay / Chen, Wei et al. | 2021
- 849
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TaxThemis: Interactive Mining and Exploration of Suspicious Tax Evasion GroupsLin, Yating / Wong, Kamkwai / Wang, Yong / Zhang, Rong / Dong, Bo / Qu, Huamin / Zheng, Qinghua et al. | 2021
- 860
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ShuttleSpace: Exploring and Analyzing Movement Trajectory in Immersive VisualizationYe, Shuainan / Chen, Zhutian / Chu, Xiangtong / Wang, Yifan / Fu, Siwei / Shen, Lejun / Zhou, Kun / Wu, Yingcai et al. | 2021
- 870
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QLens: Visual Analytics of MUlti-step Problem-solving Behaviors for Improving Question DesignXia, Meng / Velumani, Reshika Palaniyappan / Wang, Yong / Qu, Huamin / Ma, Xiaojuan et al. | 2021
- 881
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Visilant: Visual Support for the Exploration and Analytical Process Tracking in Criminal InvestigationsZakopcanova, Kristina / Rehacek, Marko / Batrna, Jozef / Plakinger, Daniel / Stoppel, Sergej / Kozlikova, Barbora et al. | 2021
- 891
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ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual ScreeningSabando, Maria Virginia / Ulbrich, Pavol / Selzer, Matias / Byska, Jan / Mican, Jan / Ponzoni, Ignacio / Soto, Axel J. / Ganuza, Maria Lujan / Kozlikova, Barbora et al. | 2021
- 902
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A Visualization Framework for Multi-scale Coherent Structures in Taylor-Couette TurbulenceNguyen, Duong B. / Monico, Rodolfo Ostilla / Chen, Guoning et al. | 2021
- 913
-
Chemicals in the Creek: designing a situated data physicalization of open government data with the communityPerovich, Laura J. / Wylie, Sara Ann / Bongiovanni, Roseann et al. | 2021
- 924
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Designing Narrative-Focused Role-Playing Games for Visualization Literacy in Young ChildrenHuynh, Elaine / Nyhout, Angela / Ganea, Patricia / Chevalier, Fanny et al. | 2021
- 935
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Sea of Genes: A Reflection on Visualising Metagenomic Data for MuseumsDasu, Keshav / Ma, Kwan-Liu / Ma, Joyce / Frazier, Jennifer et al. | 2021
- 946
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Communicative Visualizations as a Learning ProblemAdar, Eytan / Lee, Elsie et al. | 2021
- 957
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Table Scraps: An Actionable Framework for Multi-Table Data Wrangling From An Artifact Study of Computational JournalismKasica, Stephen / Berret, Charles / Munzner, Tamara et al. | 2021
- 967
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Data Comics for Reporting Controlled User Studies in Human-Computer InteractionWang, Zezhong / Ritchie, Jacob / Zhou, Jingtao / Chevalier, Fanny / Bach, Benjamin et al. | 2021
- 978
-
A Bayesian cognition approach for belief updating of correlation judgement through uncertainty visualizationsKarduni, Alireza / Markant, Douglas / Wesslen, Ryan / Dou, Wenwen et al. | 2021
- 989
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Bayesian-Assisted Inference from Visualized DataKim, Yea-Seul / Kayongo, Paula / Grunde-McLaughlin, Madeleine / Hullman, Jessica et al. | 2021
- 1000
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Towards Modeling Visualization Processes as Dynamic Bayesian NetworksHeine, Christian et al. | 2021
- 1011
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Insight Beyond Numbers: The Impact of Qualitative Factors on Visual Data AnalysisKarer, Benjamin / Hagen, Hans / Lehmann, Dirk J. et al. | 2021
- 1022
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Semantic Discriminability for Visual CommunicationSchloss, Karen B. / Leggon, Zachary / Lessard, Laurent et al. | 2021
- 1032
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Rainbows Revisited: Modeling Effective Colormap Design for Graphical InferenceReda, Khairi / Szafir, Danielle Albers et al. | 2021
- 1043
-
A Testing Environment for Continuous ColormapsNardini, P. / Chen, M. / Bujack, R. / Bottinger, M. / Scheuermann, G. et al. | 2021
- 1054
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Truth or Square: Aspect Ratio Biases Recall of Position EncodingsCeja, Cristina R. / McColeman, Caitlyn M. / Xiong, Cindy / Franconeri, Steven L. et al. | 2021
- 1063
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No mark is an island: Precision and category repulsion biases in data reproductionsMcColeman, Caitlyn M. / Harrison, Lane / Feng, Mi / Franconeri, Steven et al. | 2021
- 1073
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Revealing Perceptual Proxies with Adversarial ExamplesOndov, Brian D. / Yang, Fumeng / Kay, Matthew / Elmqvist, Niklas / Franconeri, Steven et al. | 2021
- 1084
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Introducing Layers of Meaning (LoM): A Framework to Reduce Semantic Distance of Visualization In Humanistic ResearchLamqaddam, Houda / Vande Moere, Andrew / Vanden Abeele, Vero / Brosens, Koenraad / Verbert, Katrien et al. | 2021
- 1095
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Data Visceralization: Enabling Deeper Understanding of Data Using Virtual RealityLee, Benjamin / Brown, Dave / Lee, Bongshin / Hurter, Christophe / Drucker, Steven / Dwyer, Tim et al. | 2021
- 1106
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Insights From Experiments With Rigor in an EvoBio Design StudyRogers, Jen / Patton, Austin H. / Harmon, Luke / Lex, Alexander / Meyer, Miriah et al. | 2021
- 1117
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A Design Space of Vision Science Methods for Visualization ResearchElliott, Madison A. / Nothelfer, Christine / Xiong, Cindy / Szafir, Danielle Albers et al. | 2021
- 1128
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A Structured Review of Data Management Technology for Interactive Visualization and AnalysisBattle, Leilani / Scheidegger, Carlos et al. | 2021
- 1139
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Visual Analysis of Argumentation in EssaysKiesel, Dora / Riehmann, Patrick / Wachsmuth, Henning / Stein, Benno / Froehlich, Bernd et al. | 2021
- 1149
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A Survey of Text Alignment VisualizationYousef, Tariq / Janicke, Stefan et al. | 2021
- 1160
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Attention Flows: Analyzing and Comparing Attention Mechanisms in Language ModelsDeRose, Joseph F. / Wang, Jiayao / Berger, Matthew et al. | 2021
- 1171
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Shared Surfaces and Spaces: Collaborative Data Visualisation in a Co-located Immersive EnvironmentLee, Benjamin / Hu, Xiaoyun / Cordeil, Maxime / Prouzeau, Arnaud / Jenny, Bernhard / Dwyer, Tim et al. | 2021
- 1182
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Personal Augmented Reality for Information Visualization on Large Interactive DisplaysReipschlager, Patrick / Flemisch, Tamara / Dachselt, Raimund et al. | 2021
- 1193
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Uplift: A Tangible and Immersive Tabletop System for Casual Collaborative Visual AnalyticsEns, Barrett / Goodwin, Sarah / Prouzeau, Arnaud / Anderson, Fraser / Wang, Florence Y. / Gratzl, Samuel / Lucarelli, Zac / Moyle, Brendan / Smiley, Jim / Dwyer, Tim et al. | 2021
- 1204
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Revisited: Comparison of Empirical Methods to Evaluate Visualizations Supporting Crafting and Assembly PurposesWeib, Maximilian / Angerbauer, Katrin / Voit, Alexandra / Schwarzl, Magdalena / Sedlmair, Michael / Mayer, Sven et al. | 2021
- 1214
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Embodied Navigation in Immersive Abstract Data Visualization: Is Overview+Detail or Zooming Better for 3D Scatterplots?Yang, Yalong / Cordeil, Maxime / Beyer, Johanna / Dwyer, Tim / Marriott, Kim / Pfister, Hanspeter et al. | 2021
- 1225
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Cartographic Relief Shading with Neural NetworksJenny, Bernhard / Heitzler, Magnus / Singh, Dilpreet / Farmakis-Serebryakova, Marianna / Liu, Jeffery Chieh / Hurni, Lorenz et al. | 2021
- 1236
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A Simple Pipeline for Coherent Grid MapsMeulemans, Wouter / Sondag, Max / Speckmann, Bettina et al. | 2021
- 1247
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Zoomless Maps: External Labeling Methods for the Interactive Exploration of Dense Point Sets at a Fixed Map ScaleGedicke, Sven / Bonerath, Annika / Niedermann, Benjamin / Haunert, Jan-Henrik et al. | 2021
- 1257
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MetroSets: Visualizing Sets as Metro MapsJacobsen, Ben / Wallinger, Markus / Kobourov, Stephen / Nollenburg, Martin et al. | 2021
- 1268
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Deep Volumetric Ambient OcclusionEngel, Dominik / Ropinski, Timo et al. | 2021
- 1279
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A Fluid Flow Data Set for Machine Learning and its Application to Neural Flow Map InterpolationJakob, Jakob / Gross, Markus / Gunther, Tobias et al. | 2021
- 1290
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V2V: A Deep Learning Approach to Variable-to-Variable Selection and Translation for Multivariate Time-Varying DataHan, Jun / Zheng, Hao / Xing, Yunhao / Chen, Danny Z. / Wang, Chaoli et al. | 2021
- 1301
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VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image DataWang, Yifan / Yan, Guoli / Zhu, Haikuan / Buch, Sagar / Wang, Ying / Haacke, Ewart Mark / Hua, Jing / Zhong, Zichun et al. | 2021
- 1312
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Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering ImagesHuang, Xinyi / Jamonnak, Suphanut / Zhao, Ye / Wang, Boyu / Hoai, Minh / Yager, Kevin / Xu, Wei et al. | 2021
- 1322
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PassVizor: Toward Better Understanding of the Dynamics of Soccer PassesXie, Xiao / Wang, Jiachen / Liang, Hongye / Deng, Dazhen / Cheng, Shoubin / Zhang, Hui / Chen, Wei / Wu, Yingcai et al. | 2021
- 1332
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Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for CausalityChoudhry, Arjun / Sharma, Mandar / Chundury, Pramod / Kapler, Thomas / Gray, Derek W. S. / Ramakrishnan, Naren / Elmqvist, Niklas et al. | 2021
- 1343
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Visual Causality Analysis of Event Sequence DataJin, Zhuochen / Guo, Shunan / Chen, Nan / Weiskopf, Daniel / Gotz, David / Cao, Nan et al. | 2021
- 1353
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Sequence Braiding: Visual Overviews of Temporal Event Sequences and AttributesBartolomeo, Sara Di / Zhang, Yixuan / Sheng, Fangfang / Dunne, Cody et al. | 2021
- 1364
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CNNPruner: Pruning Convolutional Neural Networks with Visual AnalyticsLi, Guan / Wang, Junpeng / Shen, Han-Wei / Chen, Kaixin / Shan, Guihua / Lu, Zhonghua et al. | 2021
- 1374
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Visual Neural Decomposition to Explain Multivariate Data SetsKnittel, Johannes / Lalama, Andres / Koch, Steffen / Ertl, Thomas et al. | 2021
- 1385
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A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning ProcessesMa, Yuxin / Fan, Arlen / He, Jingrui / Nelakurthi, Arun Reddy / Maciejewski, Ross et al. | 2021
- 1396
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CNN Explainer: Learning Convolutional Neural Networks with Interactive VisualizationWang, Zijie J. / Turko, Robert / Shaikh, Omar / Park, Haekyu / Das, Nilaksh / Hohman, Fred / Kahng, Minsuk / Polo Chau, Duen Horng et al. | 2021
- 1407
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HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural NetworksPark, Heungseok / Nam, Yoonsoo / Kim, Ji-Hoon / Choo, Jaegul et al. | 2021
- 1417
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HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning ModelsWang, Qianwen / Alexander, William / Pegg, Jack / Qu, Huamin / Chen, Min et al. | 2021
- 1427
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Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification EnsemblesNeto, Mario Popolin / Paulovich, Fernando V. et al. | 2021
- 1438
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DECE: Decision Explorer with Counterfactual Explanations for Machine Learning ModelsCheng, Furui / Ming, Yao / Qu, Huamin et al. | 2021
- 1448
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A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and ApplicationsXie, Xiao / Du, Fan / Wu, Yingcai et al. | 2021
- 1459
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Auditing the Sensitivity of Graph-based Ranking with Visual AnalyticsXie, Tiankai / Ma, Yuxin / Tong, Hanghang / Thai, My T. / Maciejewski, Ross et al. | 2021
- 1470
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Visual Analysis of Discrimination in Machine LearningWang, Qianwen / Xu, Zhenhua / Chen, Zhutian / Wang, Yong / Liu, Shixia / Qu, Huamin et al. | 2021
- 1481
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Selection-Bias-Corrected Visualization via Dynamic ReweightingBorland, David / Zhang, Jonathan / Kaul, Smiti / Gotz, David et al. | 2021
- 1492
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What Makes a Data-GIF Understandable?Shu, Xinhuan / Wu, Aoyu / Tang, Junxiu / Bach, Benjamin / Wu, Yingcai / Qu, Huamin et al. | 2021
- 1503
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Guidelines For Pursuing and Revealing Data AbstractionsBigelow, Alex / Williams, Katy / Isaacs, Katherine E. et al. | 2021
- 1514
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Composition and Configuration Patterns in Multiple-View VisualizationsChen, Xi / Zeng, Wei / Lin, Yanna / AI-maneea, Hayder Mahdi / Roberts, Jonathan / Chang, Remco et al. | 2021
- 1525
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Comparative Layouts Revisited: Design Space, Guidelines, and Future DirectionsLYi, Sehi / Jo, Jaemin / Seo, Jinwook et al. | 2021
- 1536
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LineSmooth: An Analytical Framework for Evaluating the Effectiveness of Smoothing Techniques on Line ChartsRosen, Paul / Quadri, Ghulam Jilani et al. | 2021
- 1547
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StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance MetricsChatzimparmpas, Angelos / Martins, Rafael M. / Kucher, Kostiantyn / Kerren, Andreas et al. | 2021
- 1558
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Implicit Multidimensional Projection of Local SubspacesBian, Rongzheng / Xue, Yumeng / Zhou, Liang / Zhang, Jian / Chen, Baoquan / Weiskopf, Daniel / Wang, Yunhai et al. | 2021
- 1569
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Multi-Perspective, Simultaneous EmbeddingHossain, Md Iqbal / Huroyan, Vahan / Kobourov, Stephen / Navarrete, Raymundo et al. | 2021
- 1580
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Visual Analysis of Large Multivariate Scattered Data using Clustering and Probabilistic SummariesRapp, Tobias / Peters, Christoph / Dachsbacher, Carsten et al. | 2021
- 1591
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Data-Driven Space-Filling CurvesZhou, Liang / Johnson, Chris R. / Weiskopf, Daniel et al. | 2021
- 1601
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A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality ReductionFujiwara, Takanori / Shilpika / Sakamoto, Naohisa / Nonaka, Jorji / Yamamoto, Keiji / Ma, Kwan-Liu et al. | 2021
- 1612
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Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data StreamsChen, Siming / Andrienko, Natalia / Andrienko, Gennady / Li, Jie / Yuan, Xiaoru et al. | 2021
- 1623
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MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple ScalesMeschenmoser, Philipp / Buchmuller, Juri F. / Seebacher, Daniel / Wikelski, Martin / Keim, Daniel A. et al. | 2021
- 1634
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SineStream: Improving the Readability of Streamgraphs by Minimizing Sine Illusion EffectsBu, Chuan / Zhang, Quanjie / Wang, Qianwen / Zhang, Jian / Sedlmair, Michael / Deussen, Oliver / Wang, Yunhai et al. | 2021
- 1644
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Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate GraphsHorak, Tom / Berger, Philip / Schumann, Heidrun / Dachselt, Raimund / Tominski, Christian et al. | 2021
- 1655
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Exemplar-based Layout Fine-tuning for Node-link DiagramsPan, Jiacheng / Chen, Wei / Zhao, Xiaodong / Zhou, Shuyue / Zeng, Wei / Zhu, Minfeng / Chen, Jian / Fu, Siwei / Wu, Yingcai et al. | 2021
- 1666
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DRGraph: An Efficient Graph Layout Algorithm for Large-scale Graphs by Dimensionality ReductionZhu, Minfeng / Chen, Wei / Hu, Yuanzhe / Hou, Yuxuan / Liu, Liangjun / Zhang, Kaiyuan et al. | 2021
- 1677
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Scalability of Network Visualisation from a Cognitive Load PerspectiveYoghourdjian, Vahan / Yang, Yalong / Dwyer, Tim / Lawrence, Lee / Wybrow, Michael / Marriott, Kim et al. | 2021
- 1688
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SafetyLens: Visual Data Analysis of Functional Safety of VehiclesNarechania, Arpit / Qamar, Ahsan / Endert, Alex et al. | 2021
- 1698
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Preserving Minority Structures in Graph SamplingZhao, Ying / Jiang, Haojin / Chen, Qi'an / Qin, Yaqi / Xie, Huixuan / Wu, Yitao / Liu, Shixia / Zhou, Zhiguang / Xia, Jiazhi / Zhou, Fangfang et al. | 2021
- 1709
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Context-aware Sampling of Large Networks via Graph Representation LearningZhou, Zhiguang / Shi, Chen / Shen, Xilong / Cai, Lihong / Wang, Haoxuan / Liu, Yuhua / Zhao, Ying / Chen, Wei et al. | 2021
- 1720
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Evaluation of Sampling Methods for ScatterplotsYuan, Jun / Xiang, Shouxing / Xia, Jiazhi / Yu, Lingyun / Liu, Shixia et al. | 2021
- 1731
-
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge GraphsCashman, Dylan / Xu, Shenyu / Das, Subhajit / Heimerl, Florian / Liu, Cong / Humayoun, Shah Rukh / Gleicher, Michael / Endert, Alex / Chang, Remco et al. | 2021
- 1742
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An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data ExplorationWenskovitch, John / North, Chris et al. | 2021
- 1753
-
Boba: Authoring and Visualizing Multiverse AnalysesLiu, Yang / Kale, Alex / Althoff, Tim / Heer, Jeffrey et al. | 2021
- 1764
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Supporting the Problem-Solving Loop: Designing Highly Interactive Optimisation SystemsLiu, Jie / Dwyer, Tim / Tack, Guido / Gratzl, Samuel / Marriott, Kim et al. | 2021
- 1775
-
Integrating Prior Knowledge in Mixed-Initiative Social Network ClusteringPister, Alexis / Buono, Paolo / Fekete, Jean-Daniel / Plaisant, Catherine / Valdivia, Paola et al. | 2021
- 1786
-
Investigating Visual Analysis of Differentially Private DataZhang, Dan / Sarvghad, Ali / Miklau, Gerome et al. | 2021
- 1797
-
Direct Volume Rendering with Nonparametric Models of UncertaintyAthawale, Tushar M. / Ma, Bo / Sakhaee, Elham / Johnson, Chris R. / Entezari, Alireza et al. | 2021
- 1808
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Uncertainty-Oriented Ensemble Data Visualization and Exploration using Variable Spatial SpreadingZhang, Mingdong / Chen, Li / Li, Quan / Yuan, Xiaoru / Yong, Junhai et al. | 2021
- 1819
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Uncertainty in Continuous Scatterplots, Continuous Parallel Coordinates, and FibersZheng, Boyan / Sadlo, Filip et al. | 2021
- 1829
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Modeling the Influence of Visual Density on Cluster Perception in Scatterplots Using TopologyQuadri, Ghulam Jilani / Rosen, Paul et al. | 2021
- 1840
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A Visualization Interface to Improve the Transparency of Collected Personal Data on the InternetSchufrin, Marija / Reynolds, Steven Lamarr / Kuijper, Arjan / Kohlhammer, Jorn et al. | 2021
- 1850
-
Foveated Encoding for Large High-Resolution DisplaysFriess, Florian / Braun, Matthias / Bruder, Valentin / Frey, Steffen / Reina, Guido / Ertl, Thomas et al. | 2021
- 1860
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Passing the Data Baton : A Retrospective Analysis on Data Science Work and WorkersCrisan, Anamaria / Fiore-Gartland, Brittany / Tory, Melanie et al. | 2021
- C1
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[Title page]| 2021
- C2
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Copyright notice| 2021
- iii
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Contents| 2021
- xl
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Info Vis Reviewers| 2021
- xlii
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SciVis Paper Reviewers| 2021
- xvi
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Message from the Editor-in-ChiefMueller, Klaus et al. | 2021
- xvii
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Message from VIS 2020 General ChairsPascucci, Valerio / Kirby, Mike et al. | 2021
- xviii
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PrefaceElmqvist, Niklas / Fisher, Brian / Lindstrom, Peter / Maciejewski, Ross / Meyer, Miriah / Miksch, Silvia / Nonato, Luis Gustavo / Riche, Nathalie / Shen, Han-Wei / Westermann, Ruediger et al. | 2021
- xxix
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VIS Conference Committee| 2021
- xxvi
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IEEE Visualization and Graphics Technical Committee (VGTC): http://vgtc.org/| 2021
- xxvii
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The 2020 Visualization Technical Achievement AwardFekete, Jean-Daniel et al. | 2021
- xxviii
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The 2020 Visualization Career AwardPlaisant, Catherine et al. | 2021
- xxxi
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VAST Program Committee| 2021
- xxxii
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INFOVIS 2020 Program Committee| 2021
- xxxiv
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SciVis Program Committee| 2021
- xxxvi
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VIS 2020 Steering Committees| 2021
- xxxviii
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VAST Reviewers| 2021