IEEE VIS 2019: papers on the web

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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


[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


[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


[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


[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


[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


[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


[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