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ORCIDIEEE Transactions on Visualization and Computer Graphics, Volume 28
Volume 28, Number 1, January 2022
- Bongshin Lee, Silvia Miksch, Anders Ynnerman, Anastasia Bezerianos, Jian Chen, Wei Chen, Christopher Collins, Michael Gleicher, M. Eduard Gröller, Alexander Lex, Bernhard Preim, Jinwook Seo, Rüdiger Westermann, Jing Yang, Xiaoru Yuan, Han-Wei Shen, Jean-Daniel Fekete, Shixia Liu:
Preface. xiv-xxiii
- Klaus Mueller
:
Message from the Editor-in-Chief. xii - Brian Summa, Luis Gustavo Nonato:
Welcome. xiii - Nathan van Beusekom, Wouter Meulemans, Bettina Speckmann:
Simultaneous Matrix Orderings for Graph Collections. 1-10 - Joscha Eirich, Jakob Bonart, Dominik Jäckle, Michael Sedlmair, Ute Schmid, Kai Fischbach, Tobias Schreck, Jürgen Bernard:
IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines. 11-21 - Wesley Willett, Bon Adriel Aseniero, Sheelagh Carpendale, Pierre Dragicevic, Yvonne Jansen, Lora Oehlberg, Petra Isenberg:
Perception! Immersion! Empowerment! Superpowers as Inspiration for Visualization. 22-32 - Shih-Hsuan Hung, Yue Zhang, Harry Yeh, Eugene Zhang:
Feature Curves and Surfaces of 3D Asymmetric Tensor Fields. 33-42 - Yngve Sekse Kristiansen, Laura A. Garrison, Stefan Bruckner:
Semantic Snapping for Guided Multi-View Visualization Design. 43-53 - Maoyuan Sun, Abdul Rahman Shaikh, Hamed Alhoori, Jian Zhao:
SightBi: Exploring Cross-View Data Relationships with Biclusters. 54-64 - Jiansu Pu, Hui Shao, Boyang Gao, Zhengguo Zhu, Yanlin Zhu, Yunbo Rao, Yong Xiang:
matExplorer: Visual Exploration on Predicting Ionic Conductivity for Solid-state Electrolytes. 65-75 - Aniketh Venkat, Attila Gyulassy, Graham Kosiba, Amitesh Maiti, Henry Reinstein, Richard Gee, Peer-Timo Bremer, Valerio Pascucci:
Towards replacing physical testing of granular materials with a Topology-based Model. 76-85 - Saiful Khan, Phong Hai Nguyen, Alfie Abdul-Rahman, Benjamin Bach, Min Chen, Euan Freeman, Cagatay Turkay:
Propagating Visual Designs to Numerous Plots and Dashboards. 86-95 - Jimmy Moore, Pascal Goffin, Jason Wiese, Miriah Meyer:
Exploring the Personal Informatics Analysis Gap: "There's a Lot of Bacon". 96-106 - Nathalie Bressa, Henrik Korsgaard, Aurélien Tabard, Steven Houben, Jo Vermeulen:
What's the Situation with Situated Visualization? A Survey and Perspectives on Situatedness. 107-117 - Xiangtong Chu, Xiao Xie, Shuainan Ye, Haolin Lu, Hongguang Xiao, Zeqing Yuan, Zhutian Chen, Hui Zhang, Yingcai Wu:
TIVEE: Visual Exploration and Explanation of Badminton Tactics in Immersive Visualizations. 118-128 - Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman:
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization. 129-139 - Sehi L'Yi, Qianwen Wang, Fritz Lekschas, Nils Gehlenborg:
Gosling: A Grammar-based Toolkit for Scalable and Interactive Genomics Data Visualization. 140-150 - Carla Floricel, Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai:
THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy. 151-161 - Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang:
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation. 162-172 - Weiwei Cui, Jinpeng Wang, He Huang, Yun Wang, Chin-Yew Lin, Haidong Zhang, Dongmei Zhang:
A Mixed-Initiative Approach to Reusing Infographic Charts. 173-183 - Shahid Latif, Zheng Zhou, Yoon Kim, Fabian Beck, Nam Wook Kim:
Kori: Interactive Synthesis of Text and Charts in Data Documents. 184-194 - Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu:
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation. 195-205 - Qing Chen, Fuling Sun, Xinyue Xu, Zui Chen, Jiazhe Wang, Nan Cao:
VizLinter: A Linter and Fixer Framework for Data Visualization. 206-216 - Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin:
Natural Language to Visualization by Neural Machine Translation. 217-226 - Shreeraj Jadhav, Gaofeng Deng, Marlene Zawin, Arie E. Kaufman:
COVID-view: Diagnosis of COVID-19 using Chest CT. 227-237 - Qianwen Wang, Tali Mazor, Theresa Anisja Harbig, Ethan Cerami, Nils Gehlenborg:
ThreadStates: State-based Visual Analysis of Disease Progression. 238-247 - Devin Lange, Eddie Polanco, Robert Judson-Torres, Thomas Zangle, Alexander Lex:
Loon: Using Exemplars to Visualize Large-Scale Microscopy Data. 248-258 - Jared Jessup, Robert Krüger, Simon Warchol, John Hoffer, Jeremy Muhlich, Cecily C. Ritch, Giorgio Gaglia, Shannon Coy, Yu-An Chen, Jia-Ren Lin, Sandro Santagata, Peter K. Sorger, Hanspeter Pfister:
Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data. 259-269 - Jun Han, Hao Zheng, Danny Z. Chen, Chaoli Wang:
STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes. 270-280 - Xingdi Zhang, Markus Hadwiger, Thomas Theußl, Peter Rautek:
Interactive Exploration of Physically-Observable Objective Vortices in Unsteady 2D Flow. 281-290 - Mathieu Pont, Jules Vidal, Julie Delon, Julien Tierny:
Wasserstein Distances, Geodesics and Barycenters of Merge Trees. 291-301 - Yu Qin, Brittany Terese Fasy, Carola Wenk, Brian Summa:
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering. 302-312 - Markus Wallinger, Daniel Archambault, David Auber, Martin Nöllenburg, Jaakko Peltonen:
Edge-Path Bundling: A Less Ambiguous Edge Bundling Approach. 313-323 - Sara Di Bartolomeo, Mirek Riedewald, Wolfgang Gatterbauer, Cody Dunne:
STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations. 324-334 - Huan Song, Zeng Dai, Panpan Xu, Liu Ren:
Interactive Visual Pattern Search on Graph Data via Graph Representation Learning. 335-345 - Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle:
An Evaluation-Focused Framework for Visualization Recommendation Algorithms. 346-356 - Tom Horak, Norine Coenen, Niklas Metzger, Christopher Hahn, Tamara Flemisch, Julián Méndez, Dennis Dimov, Bernd Finkbeiner, Raimund Dachselt:
Visual Analysis of Hyperproperties for Understanding Model Checking Results. 357-367 - Tiankai Xie, Yuxin Ma, Jian Kang, Hanghang Tong, Ross Maciejewski:
FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models. 368-377 - Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni:
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models. 378-388 - Matthew Brehmer, Robert Kosara, Carmen Hull:
Generative Design Inspiration for Glyphs with Diatoms. 389-399 - Lu Ying, Tan Tang, Yuzhe Luo, Lvkeshen Shen, Xiao Xie, Lingyun Yu, Yingcai Wu:
GlyphCreator: Towards Example-based Automatic Generation of Circular Glyphs. 400-410 - Spencer C. Castro, P. Samuel Quinan, Helia Hosseinpour, Lace M. K. Padilla:
Examining Effort in 1D Uncertainty Communication Using Individual Differences in Working Memory and NASA-TLX. 411-421 - Yunhai Wang, Da Cheng, Zhirui Wang, Jian Zhang, Liang Zhou, Gaoqi He, Oliver Deussen:
F2-Bubbles: Faithful Bubble Set Construction and Flexible Editing. 422-432 - Rebecca Kehlbeck, Jochen Görtler, Yunhai Wang, Oliver Deussen:
SPEULER: Semantics-preserving Euler Diagrams. 433-442 - Dongping Zhang, Eytan Adar, Jessica Hullman:
Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs). 443-453 - Ryan Wesslen, Alireza Karduni, Douglas Markant, Wenwen Dou:
Effect of uncertainty visualizations on myopic loss aversion and the equity premium puzzle in retirement investment decisions. 454-464 - Paula Kayongo, Glenn Sun, Jason D. Hartline, Jessica Hullman:
Visualization Equilibrium. 465-474 - Yifang Wang, Tai-Quan Peng, Huihua Lu, Haoren Wang, Xiao Xie, Huamin Qu, Yingcai Wu:
Seek for Success: A Visualization Approach for Understanding the Dynamics of Academic Careers. 475-485 - Arpit Narechania, Alireza Karduni, Ryan Wesslen, Emily Wall:
VITALITY: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics. 486-496 - Natkamon Tovanich, Pierre Dragicevic, Petra Isenberg:
Gender in 30 Years of IEEE Visualization. 497-507 - Kevin T. Maher, Ze-Yuan Huang, Jian-Cheng Song, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang:
E-ffective: A Visual Analytic System for Exploring the Emotion and Effectiveness of Inspirational Speeches. 508-517 - Jonathan C. Roberts, Peter W. S. Butcher, Ann Sherlock, Sarah Nason:
Explanatory Journeys: Visualising to Understand and Explain Administrative Justice Paths of Redress. 518-528 - Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu:
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. 529-539 - Jan-Tobias Sohns, Michaela Schmitt, Fabian Jirasek, Hans Hasse, Heike Leitte:
Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data. 540-550 - Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo, Youngtaek Kim, Jinwook Seo:
Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections. 551-561 - Sebastian Weiss, Rüdiger Westermann:
Differentiable Direct Volume Rendering. 562-572 - Mohamed Ibrahim, Peter Rautek, Guido Reina, Marco Agus, Markus Hadwiger:
Probabilistic Occlusion Culling using Confidence Maps for High-Quality Rendering of Large Particle Data. 573-582 - Ingo Wald, Nate Morrical, Stefan Zellmann:
A Memory Efficient Encoding for Ray Tracing Large Unstructured Data. 583-592 - Xin Chen, Jian Zhang, Chi-Wing Fu, Jean-Daniel Fekete, Yunhai Wang:
Pyramid-based Scatterplots Sampling for Progressive and Streaming Data Visualization. 593-603 - Vaclav Pavlovec, Ladislav Cmolík:
Rapid Labels: Point-Feature Labeling on GPU. 604-613 - Mark van de Ruit, Markus Billeter, Elmar Eisemann:
An Efficient Dual-Hierarchy t-SNE Minimization. 614-622 - Yinqiao Wang, Lu Chen, Jaemin Jo, Yunhai Wang:
Joint t-SNE for Comparable Projections of Multiple High-Dimensional Datasets. 623-632 - Botong Qu, Eugene Zhang, Yue Zhang:
Automatic Polygon Layout for Primal-Dual Visualization of Hypergraphs. 633-642 - Ehsan Jahangirzadeh Soure, Emily Kuang, Mingming Fan, Jian Zhao:
CoUX: Collaborative Visual Analysis of Think-Aloud Usability Test Videos for Digital Interfaces. 643-653 - Kyle Wm. Hall, Anthony Kouroupis, Anastasia Bezerianos, Danielle Albers Szafir, Christopher Collins:
Professional Differences: A Comparative Study of Visualization Task Performance and Spatial Ability Across Disciplines. 654-664 - Paul Parsons:
Understanding Data Visualization Design Practice. 665-675 - Elsie Lee-Robbins, Shiqing He, Eytan Adar:
Learning Objectives, Insights, and Assessments: How Specification Formats Impact Design. 676-685 - Lyn Bartram, Michael Correll, Melanie Tory:
Untidy Data: The Unreasonable Effectiveness of Tables. 686-696 - Kushin Mukherjee, Brian Yin, Brianne E. Sherman, Laurent Lessard, Karen B. Schloss:
Context Matters: A Theory of Semantic Discriminability for Perceptual Encoding Systems. 697-706 - Caitlyn M. McColeman, Fumeng Yang, Timothy F. Brady, Steven Franconeri:
Rethinking the Ranks of Visual Channels. 707-717 - Min Lu, Joel Lanir, Chufeng Wang, Yucong Yao, Wen Zhang, Oliver Deussen, Hui Huang:
Modeling Just Noticeable Differences in Charts. 718-726 - Kun-Ting Chen, Tim Dwyer, Benjamin Bach, Kim Marriott:
Rotate or Wrap? Interactive Visualisations of Cyclical Data on Cylindrical or Toroidal Topologies. 727-736 - Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu:
DIEL: Interactive Visualization Beyond the Here and Now. 737-746 - Michael Oppermann, Tamara Munzner:
VizSnippets: Compressing Visualization Bundles Into Representative Previews for Browsing Visualization Collections. 747-757 - Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma:
Interactive Dimensionality Reduction for Comparative Analysis. 758-768 - Hamza Elhamdadi, Shaun J. Canavan, Paul Rosen:
AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing. 769-779 - Zhenge Zhao, Panpan Xu, Carlos Scheidegger, Liu Ren:
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models. 780-790 - Shichao Jia, Zeyu Li, Nuo Chen, Jiawan Zhang:
Towards Visual Explainable Active Learning for Zero-Shot Classification. 791-801 - Xingbo Wang, Jianben He, Zhihua Jin, Muqiao Yang, Yong Wang, Huamin Qu:
M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis. 802-812 - Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng (Polo) Chau:
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks. 813-823 - Zhutian Chen, Shuainan Ye, Xiangtong Chu, Haijun Xia, Hui Zhang, Huamin Qu, Yingcai Wu:
Augmenting Sports Videos with VisCommentator. 824-834 - Jiang Wu, Dongyu Liu, Ziyang Guo, Qingyang Xu, Yingcai Wu:
TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports. 835-845 - Tan Tang, Yanhong Wu, Yingcai Wu, Lingyun Yu, Yuhong Li:
VideoModerator: A Risk-aware Framework for Multimodal Video Moderation in E-Commerce. 846-856 - Junxiu Tang, Yuhua Zhou, Tan Tang, Di Weng, Boyang Xie, Lingyun Yu, Huaqiang Zhang, Yingcai Wu:
A Visualization Approach for Monitoring Order Processing in E-Commerce Warehouse. 857-867 - Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg:
MiningVis: Visual Analytics of the Bitcoin Mining Economy. 868-878 - Johannes Knittel, Steffen Koch, Tan Tang, Wei Chen, Yingcai Wu, Shixia Liu, Thomas Ertl:
Real-Time Visual Analysis of High-Volume Social Media Posts. 879-889 - Yue Zhao, Yunhai Wang, Jian Zhang, Chi-Wing Fu, Mingliang Xu, Dominik Moritz:
KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data. 890-900 - Jessica Magallanes, Tony Stone, Paul D. Morris, Suzanne Mason, Steven Wood, Maria-Cruz Villa-Uriol:
Sequen-C: A Multilevel Overview of Temporal Event Sequences. 901-911 - Tinghao Feng, Jing Yang, Martha-Cary Eppes, Zhaocong Yang, Faye Moser:
EVis: Visually Analyzing Environmentally Driven Events. 912-921 - Leni Yang, Xian Xu, Xingyu Lan, Ziyan Liu, Shunan Guo, Yang Shi, Huamin Qu, Nan Cao:
A Design Space for Applying the Freytag's Pyramid Structure to Data Stories. 922-932 - Xingyu Lan, Yang Shi, Yanqiu Wu, Xiaohan Jiao, Nan Cao:
Kineticharts: Augmenting Affective Expressiveness of Charts in Data Stories with Animation Design. 933-943 - Zezhong Wang, Hugo Romat, Fanny Chevalier, Nathalie Henry Riche, Dave Murray-Rust, Benjamin Bach:
Interactive Data Comics. 944-954 - Cindy Xiong, Vidya Setlur, Benjamin Bach, Eunyee Koh, Kylie Lin, Steven Franconeri:
Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways. 955-965 - Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, Alex Endert:
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases. 966-975 - Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf:
VisQA: X-raying Vision and Language Reasoning in Transformers. 976-986 - Matt-Heun Hong, Jessica K. Witt, Danielle Albers Szafir:
The Weighted Average Illusion: Biases in Perceived Mean Position in Scatterplots. 987-997 - Smiti Kaul, David Borland, Nan Cao, David Gotz:
Improving Visualization Interpretation Using Counterfactuals. 998-1008 - Arpit Narechania, Adam Coscia, Emily Wall, Alex Endert:
Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis. 1009-1018 - Suphanut Jamonnak, Ye Zhao, Xinyi Huang, Md. Amiruzzaman:
Geo-Context Aware Study of Vision-Based Autonomous Driving Models and Spatial Video Data. 1019-1029 - Yijie Hou, Chengshun Wang, Junhong Wang, Xiangyang Xue, Xiaolong Luke Zhang, Jun Zhu, Dongliang Wang, Siming Chen:
Visual Evaluation for Autonomous Driving. 1030-1039 - Wenbin He, Lincan Zou, Arvind Kumar Shekar, Liang Gou, Liu Ren:
Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects. 1040-1050 - Zikun Deng, Di Weng, Xiao Xie, Jie Bao, Yu Zheng, Mingliang Xu, Wei Chen, Yingcai Wu:
Compass: Towards Better Causal Analysis of Urban Time Series. 1051-1061 - Chenhui Li, George Baciu, Yunzhe Wang, Junjie Chen, Changbo Wang:
DDLVis: Real-time Visual Query of Spatiotemporal Data Distribution via Density Dictionary Learning. 1062-1072 - Alan Lundgard, Arvind Satyanarayan:
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content. 1073-1083 - Pramod Chundury, Biswaksen Patnaik, Yasmin Reyazuddin, Christine Tang, Jonathan Lazar, Niklas Elmqvist:
Towards Understanding Sensory Substitution for Accessible Visualization: An Interview Study. 1084-1094 - Crescentia Jung, Shubham Mehta, Atharva Kulkarni, Yuhang Zhao, Yea-Seul Kim:
Communicating Visualizations without Visuals: Investigation of Visualization Alternative Text for People with Visual Impairments. 1095-1105 - Hendrik Strobelt, Jambay Kinley, Robert Krüger, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush:
GenNI: Human-AI Collaboration for Data-Backed Text Generation. 1106-1116 - Anna Pia Lohfink, Simon Duque Antón, Heike Leitte, Christoph Garth:
Knowledge Rocks: Adding Knowledge Assistance to Visualization Systems. 1117-1127 - Evanthia Dimara, John T. Stasko:
A Critical Reflection on Visualization Research: Where Do Decision Making Tasks Hide? 1128-1138 - Matthew Brehmer, Robert Kosara:
From Jam Session to Recital: Synchronous Communication and Collaboration Around Data in Organizations. 1139-1149 - Alex Kale, Yifan Wu, Jessica Hullman:
Causal Support: Modeling Causal Inferences with Visualizations. 1150-1160 - Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni:
Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making. 1161-1171 - Hyungman Park, Donald S. Fussell, Paul A. Navrátil:
Data-Aware Predictive Scheduling for Distributed-Memory Ray Tracing. 1172-1181 - Robert Gove:
Automatic Narrative Summarization for Visualizing Cyber Security Logs and Incident Reports. 1182-1190