IEEE VIS 2019: papers on the web

We try to link to the page containing the actual paper preprint, instead of linking directly, so you might have to browse the linked page to find the actual document. Please note that sessions are composed of papers mixed from the VAST [V], InfoVis [I], and SciVis [S] conferences, and are marked as such preceding the paper titles. If you have additions or changes, please send e-mail to zjuvis(at)cad.zju.edu.cn.

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Submitted: Accepted: Acceptance Rate:

VIS Best Papers

[V] FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System (J) (Best Paper Award)
Authors: Bowen Yu , Claudio T. Silva

[I] Data Changes Everything: Challenges and Opportunities in Data Visualization Design Handoff (J) (Best Paper Award)
Authors: Jagoda Walny, Christian Frisson, Mieka West, Doris Kosminsky, Søren Knudsen, Sheelagh Carpendale, Wesley Willett

[S] InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations (J) (Best Paper Award)
Authors: Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka

A Tour of VAST

[V] NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Polarization Simulation (J) (Best Paper Honorable Mention)
Authors: Subhashis Hazarika, Haoyu Li, Ko-Chih Wang, Han-Wei Shen , Ching-Shan Chou

[V] Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning (J) (Best Paper Honorable Mention)
Authors: Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma

[V] The What-If Tool: Interactive Probing of Machine Learning Models (J)
Authors: James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda Viegas, Jimbo Wilson

[V] Understanding the Role of Alternatives in Data Analysis Practices (J)
Authors: Jiali Liu, Nadia Boukhelifa, James Eagan

[V] VASABI: Doing User Behaviour Analytics through Interactive Visual Hierarchical User Profiles (J)
Authors: Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard, Cagatay Turkay

Provocations

[I] Data by proxy – material traces as autographic visualizations (J)
Authors: Dietmar Offenhuber

[I] Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations (J)
Authors: Kyle Wm Hall, Adam James Bradley, Uta Hinrichs, Samuel Huron, Jo Wood, Christopher Collins, Sheelagh Carpendale

[I] Criteria for Rigor in Visualization Design Study (J)
Authors: Miriah Meyer, Jason Dykes

[I] What is Interaction for Data Visualization? (J)
Authors: Evanthia Dimara, Charles Perin

[I] Why Authors Don’t Visualize Uncertainty (J)
Authors: Jessica Hullman

Scalar Topology

[S] High-throughput feature extraction for measuring attributes of deforming open cell foams (J)
Authors: Steve Petruzza, Attila Gyulassy, Samuel Leventhal, Jackson Baglino, Michael Czabaj, Ashely Spears, Valerio Pascucci

[S] Progressive Wasserstein Barycenters of Persistence Diagrams (J) (Best Paper Honorable Mention)
Authors: Jules Vidal, Joseph Budin, Julien Tierny

[S] The Effect of Data Transformations on Scalar Field Topological Analysis of High-Order FEM Solutions (J)
Authors: Ashok Jallepalli, Joshua A. Levine, Robert M. (Mike) Kirby

[S] Toward Localized Topological Data Structures: Querying the Forest for the Tree (J) (Best Paper Honorable Mention)
Authors: Pavol Klacansky, Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci

[S] Edit Distance between Merge Trees (T)
Authors: Raghavendra Sridharamurthy, Talha Bin Masood, Adhitya Kamakshidasan, Vijay Natarajan

VIS Meets Machine Learning

[V] GUIRO: User-Guided Matrix Reordering (J)
Authors: Michael Behrisch, Tobias Schreck, Hanspeter Pfister

[S] LassoNet: Deep Lasso-Selection of 3D Point Clouds (J)
Authors: Zhutian Chen, Wei Zeng, ZhiGuang Yang, Lingyun Yu, Chi-Wing Fu, Huamin Qu

[S] TSR-TVD: Temporal Super-Resolution for Time-Varying Data Analysis and Visualization (J)
Authors: Jun Han, Chaoli Wang

[I] GenerativeMap: Visualization and Exploration of Dynamic Density Maps via Generative Learning Model (J)
Authors: Chen Chen, Changbo Wang, Xue Bai, Peiying Zhang, Chenhui Li

[V] Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data (J)
Authors: Robert Krüger, Johanna Beyer, Won-Dong Jang, Nam Wook Kim, Artem Sokolov, Peter Sorger, Hanspeter Pfister

[V] ProtoSteer: Steering Deep Sequence Model with Prototypes (J)
Authors: Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren

Features and Topology

[S] Dynamic Nested Tracking Graphs (J)
Authors: Jonas Lukasczyk, Christoph Garth, Tim Biedert, Ross Maciejewski, Gunther H. Weber, Heike Leitte

[S] Extraction and Visual Analysis of Potential Vorticity Banners around the Alps (J)
Authors: Robin Bader, Michael Sprenger, Nikolina Ban, Stefan Rüdisühli, Christoph Schär, Tobias Günther

[S] Multi-Scale Topological Analysis of Asymmetric Tensor Fields on Surfaces (J)
Authors: Fariba Khan, Lawrence Roy, Eugene Zhang, Botong Qu, Shih-Hsuan Hung, Harry Yeh, Robert S. Laramee, Yue Zhang

[S] Vector Field Topology of Time-Dependent Flows in a Steady Reference Frame (J)
Authors: Irene Baeza Rojo, Tobias Günther

[S] Feature Tracking by Two-Step Optimization (T)
Authors: Andrea Schnorr, Dirk N. Helmrich, Dominik Denker, Torsten W. Kuhlen, Bernd Hentschel

[V] Scalable Topological Data Analysis and Visualization for Interpreting Data-Driven Models in Scientific Applications (J)
Authors: Shusen Liu, Di Wang, Dan Maljovec, Rushil Anirudh, Jayaraman J. Thiagarajan, Sam Ade Jacobs, Brian C. Van Essen, David Hysom, Jae-Seung Yeom, Jim Gaffney, J. Luc Peterson, Peter B. Robinson, Harsh Bhatia, Valerio Pascucci, Brian K. Spears, Peer-Timo Bremer

Bias & Patterns

[I] Biased Average Position Estimates in Line and Bar Graphs: Underestimation, Overestimation, and Perceptual Pull (J)
Authors: Cindy Xiong, Cristina R Ceja, Casimir Ludwig, Steven Franconeri

[I] Measures of the benefit of direct encoding of data deltas for data pair relation perception (J)
Authors: Christine Nothelfer, Steven Franconeri

[I] A Task-based Taxonomy of Cognitive Biases for Information Visualization (T)
Authors: Evanthia Dimara, Steven Franconeri, Catherine Plaisant, Anastasia Bezerianos, Pierre Dragicevic

[I] The Curse of Knowledge in Visual Data Communication (T)
Authors: Cindy Xiong, Lisanne van Weelden, Steven Franconeri

[V] Evaluating Perceptual Bias During Geometric Scaling of Scatterplots (J)
Authors: Yating Wei, Honghui Mei, Ying Zhao , Shuyue Zhou, Bingru Lin, Haojin Jiang, Wei Chen

[V] FDive: Learning Relevance Models using Pattern-based Similarity Measures (C)
Authors: Frederik L. Dennig, Thomas E. Polk, Zudi Lin, Tobias Schreck, Hanspeter Pfister, Michael Behrisch

Multiscale Visualization

[I] Pattern-Driven Navigation in 2D Multiscale Visualizations with Scalable Insets (J)
Authors: Fritz Lekschas, Michael Behrisch, Benjamin Bach, Peter Kerpedjiev, Nils Gehlenborg, Hanspeter Pfister

[S] Multi-Scale Procedural Animations of Microtubule Dynamics Based on Measured Data (J)
Authors: Tobias Klein, Ivan Viola, Eduard Gröller, Peter Mindek

[S] OpenSpace: A System for Astrographics (J)
Authors: Alexander Bock, Emil Axelsson, Jonathas Costa, Gene Payne, Micah Acinapura, Vivian Trakinski, Carter B Emmart PhD, Claudio T. Silva, Charles Hansen, Anders Ynnerman

[S] Scale-Space Splatting: Reforming Spacetime for the Cross-Scale Exploration of Integral Measures in Molecular Dynamics (J)
Authors: Juraj Pálenik, Jan Byška, Stefan Bruckner, Helwig Hauser

[S] ScaleTrotter: Illustrative Visual Travels Across Negative Scales (J)
Authors: Sarkis Halladjian, Haichao Miao, David Kouřil, M. Eduard Gröller, Ivan Viola, Tobias Isenberg

Drawing Nodes and Edges

[I] A Deep Generative Model for Graph Layout (J)
Authors: Oh-Hyun Kwon,Kwan-Liu Ma

[I] DeepDrawing: A Deep Learning Approach to Graph Drawing (J)
Authors: Yong Wang, Zhihua Jin, Qianwen Wang, Weiwei Cui, Tengfei Ma, Huamin Qu

[I] Interactive Structure-aware Blending of Diverse Edge Bundling Visualizations (J)
Authors: Yunhai Wang, Mingliang Xue, Yanyan Wang, Xinyuan Yan, Baoquan Chen, Chi-Wing Fu, Christophe Hurter

[I] Persistent Homology Guided Force-Directed Graph Layouts (J)
Authors: Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen

[I] Graph Drawing by Stochastic Gradient Descent (T)
Authors: J X Zheng, D F M Goodman, S Pawar

[V] The Effect of Edge Bundling and Seriation on Sensemaking of Biclusters in Bipartite Graphs (T)
Authors: Maoyuan Sun, Jian Zhao, Hao Wu, Kurt Luther, Chris North, Naren Ramakrishnan

Flow

[S] Accelerated Monte Carlo Rendering of Finite-Time Lyapunov Exponents (J)
Authors: Irene Baeza Rojo, Markus Gross, Tobias Günther

[S] Detection and Visualization of Splat and Antisplat Events in Turbulent Flows (T)
Authors: Baldwin Nsonga, Martin Niemann, Jochen Fröhlich, Joachim Staib, Stefan Gumhold, Gerik Scheuermann

[S] Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization (J)
Authors: Baldwin Nsonga, Gerik Scheuermann, Stefan Gumhold, Jordi Ventosa-Molina, Denis Koschichow, Jochen Fröhlich

[S] Extreme-Scale Stochastic Particle Tracing for Uncertain Unsteady Flow Visualization and Analysis (T)
Authors: Hanqi Guo, Wenbin He, Sangmin Seo, Han-Wei Shen , Emil Mihai Constantinescu, Chunhui Liu, Tom Peterka

[S] FlowNet: A Deep Learning Framework for Clustering and Selection of Streamlines and Stream Surfaces (T)
Authors: Jun Han, Jun Tao, Chaoli Wang

[S] Hyper-Objective Vortices (T)
Authors: Tobias Günther, Holger Theisel

Evaluation & Reproducibility

[I] Toward Objective Evaluation of Working Memory in Visualizations: A Case Study Using Pupillometry and a Dual-Task Paradigm (J)
Authors: Lace M. K. Padilla, Spencer Castro, P. Samuel Quinan, Ian T. Ruginski, Sarah Creem-Regehr

[I] VisTA: Integrating Machine Intelligence with Visualization to Support the Investigation of Think-Aloud Sessions (J)
Authors: Mingming Fan, Ke Wu, Jian Zhao, Yue Li, Winter Wei, Khai Truong

[S] Embedding Meta-Information into Visualizations (T)
Authors: Alok Hota, Jian Huang

[S] On Evaluating Runtime Performance of Interactive Visualizations (T)
Authors: Valentin Bruder, Christoph Müller, Steffen Frey, Thomas Ertl

[V] The Validity and Generalizability of Summative Evaluation Methods in Visual Analytics (J)
Authors: Mosab Khayat, Morteza Karimzadeh, David Ebert, Arif Ghafoor

[V] An Analysis of Automated Visual Analysis Classification: Interactive Visualization Task Inference of Cancer Genomics Domain Experts (T)
Authors: Connor C. Gramazio, Jeff Huang, David H. Laidlaw

Animation and Sports

[I] A Comparative Evaluation of Animation and Small Multiples for Trend Visualization on Mobile Phones (J)
Authors: Matthew Brehmer, Bongshin Lee, Petra Isenberg, Eun Kyoung Choe

[I] A Comparison of Visualizations for Identifying Correlation Over Time and Space (J)
Authors: Vanessa Peña-Araya, Emmanuel Pietriga, Anastasia Bezerianos

[I] Common Fate for Animated Transitions in Visualization (J)
Authors: Amira Chalbi, Jacob Ritchie, Deokgun Park, Jungu Choi, Nicolas Roussel, Niklas Elmqvist, Fanny Chevalier

[V] CourtTime: Generating Actionable Insights into Tennis Matches Using Visual Analytics (J)
Authors: Thomas E. Polk, Dominik Jäckle, Johannes Häußler, Jing Yang

[V] Tac-Simur: Visual Analytics for Tactic-based Match Simulation of Table Tennis (J)
Authors: Jiachen Wang, Kejian Zhao, Dazhen Deng, Anqi Cao, Xiao Xie, Zheng Zhou, Hui Zhang, Yingcai Wu

[V] COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series (T)
Authors: Jie Li, Siming Chen, Kang Zhang, Gennady Andrienko, Natalia Andrienko

Multivariate & Multidimensional Data

[V] Taxonomizer: A Visual Analytics Framework for Constructing Fully Labeled Hierarchies from Multivariate Data (T)
Authors: Salman Mahmood, Klaus Mueller

[I] An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data (J)
Authors: Takanori Fujiwara, Jia-Kai Chou, Shilpika Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma

[S] Feature Level-Sets: Generalizing Iso-surfaces to Multi-variate Data (T)
Authors: Jochen Jankowai, Ingrid Hotz

[S] TTHRESH: Tensor Compression for Multidimensional Visual Data (T)
Authors: Rafael Ballester-Ripoll, Peter Lindstrom, Renato Pajarola

[V] Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data (J)
Authors: David Borland, Wenyuan Wang, Jonathan Zhang, Joshua Shrestha, David Gotz

[V] Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation (J)
Authors: David Gotz, Jonathan Zhang, Wenyuan Wang, Joshua Shrestha, David Borland

(De)Construction

[I] Construct-A-Vis: Free-Form Visualization Creation for Children (J)
Authors: Fearn Bishop, Johannes Zagermann, Ulrike Pfeil, Gemma Sanderson, Harald Reiterer, Uta Hinrichs

[I] Critical Reflections of Visualization Authoring Systems (J)
Authors: Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John Stasko, John R Thompson, Matthew Brehmer, Zhicheng Liu

[I] Decoding Complex Visualizations in Science Museums – An Empirical Study (J)
Authors: Joyce Ma, Kwan-Liu Ma, Jennifer Frazier

[I] Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction (J)
Authors: Bahador Saket, Samuel Huron, Charles Perin, Alex Endert

[S] Artifact-Based Rendering: Harnessing Natural and Traditional Visual Media for More Expressive and Engaging 3D Visualizations (J)
Authors: Seth A Johnson, Francesca Samsel, Greg Abram, Daniel Olson, Andrew Solis, Bridger Herman, Philip Wolfram, Christophe Langlet, Daniel F. Keefe

[V] Origraph: Interactive Network Wrangling (C)
Authors: Alex Bigelow, Carolina Nobre, Miriah Meyer, Alexander Lex

Immersion and Virtual Environments

[I] MARVisT: Authoring Glyph-based Visualization in Mobile Augmented Reality (T)
Authors: Zhutian Chen, Yijia Su, Yifang Wang, Qianwen Wang, Huamin Qu, Yingcai Wu

[I] Designing for Mobile and Immersive Visual Analytics in the Field (J)
Authors: Matt Whitlock, Keke Wu, Danielle Albers Szafir

[I] Evaluating an Immersive Space-Time Cube Geovisualization for Intuitive Trajectory Data Exploration (J)
Authors: Jorge A. Wagner, Wolfgang Stuerzlinger, Luciana Nedel

[I] The Impact of Immersion on Cluster Identification Tasks (J)
Authors: Matthias Kraus, Niklas Kai Weiler, Daniela Oelke, Johannes Kehrer, Daniel Keim, Johannes Fuchs

[I] There Is No Spoon: Evaluating Performance, Space Use, and Presence with Expert Domain Users in Immersive Analytics (J)
Authors: Andrea Batch, Andrew Cunningham, Maxime Cordeil, Niklas Elmqvist, Tim Dwyer, Bruce H Thomas, Kim Marriott

[S] Deadeye Visualization Revisited: Investigation of Preattentiveness and Applicability in Virtual Environments (J)
Authors: Andrey Krekhov, Sebastian Cmentowski, Andre Waschk, Jens Krueger

Planning and Situational Awareness

[V] Interactive Learning for Identifying Relevant Tweets to Support Real-time Situational Awareness (J)
Authors: Luke Snyder, Yi-Shan Lin, Morteza Karimzadeh, Dan Goldwasser, David Ebert

[I] A Systematic Review of Visualization in Building Information Modeling (T)
Authors: Paulo Ivson, André Moreira, Francisco Queiroz, Wallas Santos, Waldemar Celes

[V] LightGuider: Guiding Interactive Lighting Design using Suggestions, Provenance, and Quality Visualization (J)
Authors: Andreas Walch, Michael Schwärzler, Christian Luksch, Elmar Eisemann, Theresia Gschwandtner

[V] PlanningVis: A Visual Analytics Approach to Production Planning in Smart Factories (J)
Authors: Dong Sun, Renfei Huang, Yong Wang, Yuanzhe Chen, Jia Zeng, Mingxuan Yuan, Ting-Chuen Pong, Huamin Qu

[V] Visual Analytics for Electromagnetic Situation Awareness in Radio Monitoring and Management (J)
Authors: Ying Zhao , Xiaobo Luo, Xiaru Lin, Hairong Wang, Xiaoyan Kui, Fangfang Zhou, Jinsong Wang, Yi Chen, Wei Chen

[V] sPortfolio: Stratified Visual Analysis of Stock Portfolios (J)
Authors: Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu

XAI and Fairness

[V] explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning (J)
Authors: Thilo Spinner, Udo Schlegel, Hanna Schaefer, Mennatallah El-Assady

[V] Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics (J)
Authors: Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski

[V] FairSight: Visual Analytics for Fairness in Decision Making (J)
Authors: Yongsu Ahn, Yu-Ru Lin

[V] Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations (J)
Authors: Fred Hohman, Haekyu Park, Caleb Robinson, Duen Horng Chau

[V] FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning (C)
Authors: Àngel Alexander Cabrera, Will Epperson, Fred Hohman, Minsuk Kahng, Jamie Morgenstern, Duen Horng Chau

[V] Visual Genealogy of Deep Neural Networks (T)
Authors: Qianwen Wang, Jun Yuan, Shuxin Chen, Hang Su, Huamin Qu, Shixia Liu

Vis for Software and Systems

[V] CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems (J)
Authors: Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu

[I] Visualizing a Moving Target: A Design Study on Task Parallel Programs in the Presence of Evolving Data and Concerns (J)
Authors: Kathryn P Williams, Alex Bigelow, Katherine Isaacs

[I] How People Visually Represent Discrete Constraint Problem (T)
Authors: Xu Zhu, Miguel A. Nacenta, Özgür Akgun, Peter Nightingale

[I] Preserving Command Line Workflow for a Package Management using ASCII DAG Visualization (T)
Authors: Katherine E. Isaacs, Todd Gamblin

[S] Inviwo - A Visualization System with Usage Abstraction Levels (T)
Authors: Daniel Jönsson, Peter Steneteg, Erik Sundén, Rickard Englund, Sathish Kottravel, Martin Falk, Ingrid Hotz, Anders Ynnerman, Timo Ropinski

[V] Exploranative Code Quality Documents (J)
Authors: Haris Mumtaz, Shahid Latif, Fabian Beck, Daniel Weiskopf

Large Data and Dimensionality Reduction

[I] OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies (J)
Authors: Ying Yang, Michael Wybrow, Yuan-Fang Li, Tobias Czauderna, Yongqun He

[I] P5: Portable Progressive Parallel Processing Pipeline for Interactive Data Analysis and Visualization (J)
Authors: Kelvin Li, Kwan-Liu Ma

[I] RSATree: Distribution-Aware Data Representation of Large-Scale Tabular Datasets for Flexible Visual Query (J)
Authors: Honghui Mei, Yating Wei, Shuyue Zhou, Bingru Lin, Yuanzhe Hu, Ying Zhao , Jiazhi Xia, Wei Chen

[I] SolarView: Low Distortion Radial Embedding with a Focus (T)
Authors: Thom Castermans, Kevin Verbeek, Bettina Speckmann, Michel A. Westenberg, Rob Koopman, Shenghui Wang, Hein van den Berg, Arianna Betti

[S] Scientific Visualization as a Microservice (T)
Authors: Mohammad Raji, Alok Hota, Tanner Hobson, Jian Huang

[V] GPGPU Linear Complexity tSNE Optimization (J)
Authors: Nicola Pezzotti, Julian Thijssen, Alexander Mordvintsev, Thomas Höllt, Baldur van Lew, Boudewijn P.F. Lelieveldt, Elmar Eisemann, Anna Vilanova

Scatterplots

[V] ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots (T)
Authors: Yuxin Ma, Anthony K. H. Tung, Wei Wang, Xiang Gao, Zhigeng Pan, Wei Chen

[I] A Recursive Subdivision Technique for Sampling Multi-class Scatterplots (J)
Authors: Xin Chen, Tong Ge, Jian Zhang, Baoquan Chen, Chi-Wing Fu, Oliver Deussen, Yunhai Wang

[I] Data Sampling in Multi-view and Multi-class Scatterplots via Set Cover Optimization (J)
Authors: Ruizhen Hu, Tingkai Sha, Oliver van Kaick, Oliver Deussen, Hui Huang

[I] Discriminability Tests for Visualization Effectiveness and Scalability (J)
Authors: Rafael Veras, Christopher Collins

[I] Improving the Robustness of Scagnostics (J)
Authors: Yunhai Wang, Zeyu Wang, Tingting Liu, Michael Correll, Zhanglin Cheng, Oliver Deussen, Michael Sedlmair

[I] Winglets: Visualizing Association with Uncertainty in Multi-class Scatterplots (J)
Authors: Min Lu, Shuaiqi Wang, Joel Lanir, Noa Fish, Yang Yue, Daniel CohenOr, Hui Huang

Volume Visualization

[S] Void-and-Cluster Sampling of Large Scattered Data and Trajectories (J)
Authors: Tobias Rapp, Christoph Peters, Carsten Dachsbacher

[S] FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels (T)
Authors: Shreeraj Jadhav, Saad Nadeem, Arie Kaufman

[S] Interactive Visualization and On-Demand Processing of Large Volume Data: A Fully GPU-Based Out-Of-Core Approach (T)
Authors: Jonathan Sarton, Nicolas Courilleau, Yannick Remion, Laurent Lucas

[S] Fourier Opacity Optimization for Scalable Exploration (T)
Authors: Irene Baeza Rojo, Markus Gross, Tobias Günther

[S] Ray-based Exploration of Large Time-varying Volume Data Using Proxy Per-ray Distributions (T)
Authors: Ko-Chih Wang, Tzu-Hsuan Wei, Shareef Naeem, Han-Wei Shen

Geovisualization

[V] A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion (T)
Authors: Chunggi Lee, Yeonjun Kim, Seungmin Jin, Dongmin Kim, Ross Maciejewski, David Ebert, Sungahn Ko

[I] SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets (J)
Authors: Can Liu, Cong Wu, Hanning Shao, Xiaoru Yuan

[S] Real-Time Exploration of Large Spatiotemporal Datasets based on Order Statistics (T)
Authors: Cícero L. Pahins, Nivan Ferreira, João L. Comba

[V] AirVis: Visual Analytics of Air Pollution Propagation (J)
Authors: Zikun Deng, Di Weng, Jiahui Chen, Ren Liu, Zhibin Wang, Jie Bao, Yu Zheng, Yingcai Wu

[V] OD Morphing: balancing simplicity with faithfulness for OD bundling (J)
Authors: Yan Lyu, Xu Liu, Hanyi Chen, Arpan Mangal, Kai Liu, Chao Chen, Brian Lim

[V] Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time (T)
Authors: Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko

Ensembles & Uncertainty

[I] Uncertainty-Aware Principal Component Analysis (J)
Authors: Jochen Görtler, Thilo Spinner, Dirk Streeb, Daniel Weiskopf, Oliver Deussen

[S] A Structural Average of Labeled Merge Trees for Uncertainty Visualization (J)
Authors: Lin Yan, Yusu Wang, Elizabeth Munch, Ellen Gasparovic, Bei Wang

[S] Multiscale Visual Drilldown for the Analysis of Large Ensembles of Multi-Body Protein Complexes (J)
Authors: Katarina Furmanova, Adam Jurčík, Barbora Kozlikova, Helwig Hauser, Jan Byška

[S] eFESTA: Ensemble Feature Exploration with Surface Density Estimates (T)
Authors: Wenbin He, Hanqi Guo, Han-Wei Shen, Tom Peterka

[S] Visualization and Visual Analysis of Ensemble Data: A Survey (T)
Authors: Junpeng Wang, Subhashis Hazarika, Cheng Li, Han-Wei Shen

[V] Exploring the Sensitivity of Choropleths under Attribute Uncertainty (T)
Authors: Zhaosong Huang, Yafeng Lu, Elizabeth A. Mack, Wei Chen, Ross Maciejewski

Interactive Machine Learning

[I] Illusion of Causality in Visualized Data (J)
Authors: Cindy Xiong, Joel Shapiro, Jessica Hullman, Steven Franconeri

[V] Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures (J)
Authors: Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt

[V] VASSL: A Visual Analytics Toolkit for Social Spambot Labeling (J)
Authors: Mosab Khayat, Morteza Karimzadeh, Jieqiong Zhao, David Ebert

[V] Visual Interaction with Deep Learning Models through Collaborative Semantic Inference (J)
Authors: Sebastian Gehrmann, Hendrik Strobelt, Robert Krüger , Kathryn Hite, Hanspeter Pfister, Alexander M. Rush

[V] ICE: An Interactive Configuration Explorer for High Dimensional Parameter Spaces (C)
Authors: Anjul Tyagi, Klaus Mueller, Zhen Cao, Tyler Estro, Erez Zadok

[V] Interactive Correction of Mislabeled Training Data (C)
Authors: Xi Ye, Shouxing Xiang, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Lu

Infographics & Storytelling

[I] DataShot: Automatic Generation of Fact Sheet from Tabular Data (J)
Authors: Yun Wang, Zhida Sun, Haidong Zhang, Weiwei Cui, Ke Xu, Xiaojuan Ma, Dongmei Zhang

[I] Text-to-Viz: Automatic Generation of Infographics from Natural Language Statements (J)
Authors: Weiwei Cui, Xiaoyu Zhang, Yun Wang, He Huang, Bei Chen, Lei Fang, Haidong Zhang, Jian-Guang Lou, Dongmei Zhang

[I] Towards Automated Infographic Design: Deep Learning-based Auto-Generation of Extensible Timeline (J)
Authors: Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu

[V] EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos (J)
Authors: Haipeng Zeng, Xingbo Wang, Aoyu Wu, Yong Wang, Quan Li, Alex Endert, Huamin Qu

[V] Multimodal Analysis of Video Collections: Visual Exploration of Presentation Techniques in TED Talks (T)
Authors: Aoyu Wu, Huamin Qu

[V] Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling (T)
Authors: Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay

Visualization in Medicine

[I] CerebroVis: Designing an Abstract yet Spatially Contextualized Cerebral Arteries Network Visualization (J)
Authors: Aditeya Pandey, Harsh Shukla, Geoffrey S. Young, Lei Qin, Amir A. Zamani, Liangge Hsu, Raymond Huang, Cody Dunne, Michelle A. Borkin

[S] Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration (J)
Authors: Andrew Wentzel, Peter Haula, Timothy Basil Luciani, Baher Elgohari, Hesham Elhalawani, Guadalupe Canahuate, David M. Vock, Clifton David Fuller, G. Elisabeta Marai

[S] DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network (J)
Authors: Yifan Wang, Zichun Zhong, Jing Hua

[S] Temporal Views of Flattened Mitral Valve Geometries (J)
Authors: Pepe Eulzer, Sandy Engelhardt, Nils Lichtenberg, Raffaele de Simone, Kai Lawonn

[V] Motion Browser: Visualizing and Understanding Complex Upper Limb Movement Under Obstetrical Brachial Plexus Injuries (J)
Authors: Gromit Yeuk-Yin Chan, Luis Gustavo Nonato, Alice Chu, Preeti Raghavan, Viswanath Aluru, Claudio T. Silva

Words & Documents

[V] LDA Ensembles for Interactive Exploration and Categorization of Behaviors (T)
Authors: Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong H. Nguyen, Olivier Thonnard, Cagatay Turkay

[I] ShapeWordle: Tailoring Wordles using Shape-aware Archimedean Spirals (J)
Authors: Yunhai Wang, Xiaowei Chu, Kaiyi Zhang, Chen Bao, Xiaotong Liu, Jian Zhang, Chi-Wing Fu, Christophe Hurter , Oliver Deussen, Bongshin Lee

[V] Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections (J)
Authors: Mennatallah El-Assady, Rebecca Kehlbeck, Christopher Collins, Daniel Keim, Oliver Deussen

[V] VIANA: Visual Interactive Annotation of Argumentation (C)
Authors: Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady

[V] Topic-based Exploration and Embedded Visualizations for Research Idea Generation (T)
Authors: Hua Guo, David H. Laidlaw

[I] An Evaluation of Semantically Grouped Word Cloud Designs (T)
Authors: Marti A. Hearst, Emily Pedersen, Lekha Patil, Elsie Lee, Paul Laskowski, Steven Franconeri

What’s the Difference?

[I] The Perceptual Proxies of Visual Comparison (J) (Best Paper Honorable Mention)
Authors: Nicole Jardine, Brian David Ondov, Niklas Elmqvist, Steven Franconeri

[I] BarcodeTree: Scalable Comparison of Multiple Hierarchies (J)
Authors: Guozheng Li, Yu Zhang, Yu Dong, Jie Liang, Jinson Zhang, Jinsong Wang, Michael McGuffin, Xiaoru Yuan

[I] Comparison of Radial and Linear charts for Visualizing Daily Patterns (J)
Authors: Manuela Waldner, Alexandra Diehl, Denis Gracanin, Rainer Splechtna, Claudio Delrieux, Kresimir Matkovic

[I] Separating the wheat from the chaff: Comparative visual cues for reliable diagnostics of competing models (J)
Authors: Aritra Dasgupta1, Hong Wang, Nancy D O’Brien, Susannah Marie Burrows

[I] Aggregated Dendrograms for Visual Comparison Between Many Phylogenetic Trees (T)
Authors: Zipeng Liu, Shing Hei Zhan, Tamara Munzner

[V] STBins: Visual Tracking and Comparison of Multiple Data Sequences using Temporal Binning (J)
Authors: Ji Qi, Vincent Bloemen, Shihan Wang, Jarke van Wijk, Huub van de Wetering

Influencers

[I] Eiffel: Evolutionary Flow Map for Influence Graph Visualization (T)
Authors: Yucheng Huang, Lei Shi, Yue Su, Yifan Hu, Hanghang Tong, Chaoli Wang, Tong Yang, Deyun Wang, Shuo Liang

[V] Galex: Exploring the Evolution and Intersection of Disciplines (J)
Authors: Zeyu Li, Changhong Zhang, Shichao Jia, Jiawan Zhang

[V] MetricsVis: A Visual Analytics Framework for Evaluating Individual, Team, and Organization Performance (J)
Authors: Jieqiong Zhao, Morteza Karimzadeh, Luke Snyder, Cittayong Surakitbanharn, Zhenyu Cheryl Qian, David Ebert

[V] Influence Flowers of Academic Entities (C)
Authors: Minjeong Shin, Alexander Soen, Benjamin T. Readshaw, Stephen Michael Blackburn, Mitchell Whitelaw, Lexing Xie

[V] WeSeer: Visual Analysis for Better Information Cascade Prediction of WeChat Articles (T)
Authors: Quan Li, Ziming Wu, Lingling Yi, Kristanto Sean N, Huamin Qu, Xiaojuan Ma

[V] R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media (J)
Authors: Shuai Chen, Sihang Li, Siming Chen, Xiaoru Yuan

Color

[I] Color Crafting: Automating the Construction of Designer Quality Color Ramps (J)
Authors: Stephen Smart, Keke Wu, Danielle Albers Szafir

[I] Estimating color-concept associations from image statistics (J)
Authors: Ragini Rathore, Zachary Leggon, Laurent Lessard, Karen Schloss

[I] The Effect of Color Scales on Climate Scientists’ Objective and Subjective Performance in Spatial Data Analysis Tasks (T)
Authors: Aritra Dasgupta, Jorge Poco, Bernice Rogowitz, Kyungsik Han, Enrico Bertini, Claudio T. Silva

[S] Measuring and Modeling the Feature Detection Threshold Functions of Colormaps (T)
Authors: Colin Ware, Terece L. Turton, Roxana Bujack, Francesca Samsel, Piyush Shrivastava, David H. Rogers

[S] Measuring the Effects of Scalar and Spherical Colormaps on Ensembles of DMRI Tubes (T)
Authors: Jian Chen, Guohao Zhang, Wesley Chiou, David H. Laidlaw, Alexander P. Auchus

Searching & Querying

[I] Searching the Visual Style and Structure of D3 Visualizations (J)
Authors: Enamul Hoque, Maneesh Agrawala

[I] The Role of Latency in Predicting Visual Search Behavior (J)
Authors: Leilani Battle, R. Jordan Crouser, Audace Nakeshimana, Ananda Montoly, Remco Chang, Michael Stonebraker

[V] A Natural-language-based Visual Query Approach of Uncertain Human Trajectories (J)
Authors: Zhaosong Huang, Ye Zhao, Wei Chen, Shengjie Gao, Kejie Yu, Weixia Xu, Mingjie Tang, Minfeng Zhu, Mingliang Xu

[V] You can’t always sketch what you want: Understanding Sensemaking in Visual Query Systems (J)
Authors: Doris Jung-Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Aditya Parameswaran, Karrie Karahalios

[V] Do What I Mean, Not What I Say! Design Considerations for Supporting Intent and Context in Analytical Conversation (C)
Authors: Melanie Tory, Vidya Setlur

[V] TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling (C)
Authors: Hannah Kim, Dongjin Choi, Barry Drake, Alex Endert, Haesun Park

Last updated: Sun Jan 5 15:48:48 2020