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. In addition, the final publication venue for each paper is marked in parentheses following the title:
- (J) TVCG journal special issue (SI) papers
- (T) Previously published TVCG journal papers presented at VIS
- (C) Conference papers
TUESDAY, OCTOBER 22
10:00-11:00AM
Room: Ballroom ABC
VIS Best Papers
Session Chair: Leila De Floriani, Marc Streit, Tobias Schreck
[V] FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System (J) (Best Paper Award)
Authors: Bowen Yu, Claudio T. Silva
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
Periphery Plots for Contextualizing Heterogeneous Time-Based Charts (C) (Best Paper Award)
Authors: Bryce Morrow, Trevor Manz, Arlene E. Chung, Nils Gehlenborg, David Gotz
Video Preview | VIS 2019 Talk | DOI
TUESDAY, OCTOBER 22
2:35-3:50PM
Room: Ballroom A
A Tour of VAST
Session Chair: Remco Chang, Ross Maciejewski, Daniel Keim
[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
Video Preview | VIS 2019 Talk | DOI
[V] Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning (J) (Best Paper Honorable Mention)
Authors: Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] Understanding the Role of Alternatives in Data Analysis Practices (J)
Authors: Jiali Liu, Nadia Boukhelifa, James Eagan
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
TUESDAY, OCTOBER 22
2:35-3:50PM
Room: Ballroom B
Provocations
Session Chair: Petra Isenberg
[I] Data by proxy – material traces as autographic visualizations (J)
Authors: Dietmar Offenhuber
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[I] Criteria for Rigor in Visualization Design Study (J)
Authors: Miriah Meyer, Jason Dykes
Video Preview | VIS 2019 Talk | DOI
[I] What is Interaction for Data Visualization? (J)
Authors: Evanthia Dimara, Charles Perin
Video Preview | VIS 2019 Talk | DOI
[I] Why Authors Don’t Visualize Uncertainty (J)
Authors: Jessica Hullman
Video Preview | VIS 2019 Talk | DOI
TUESDAY, OCTOBER 22
2:35-3:50PM
Room: Ballroom C
Scalar Topology
Session Chair: Bei Wang
[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
Video Preview | VIS 2019 Talk | DOI
[S] Progressive Wasserstein Barycenters of Persistence Diagrams (J) (Best Paper Honorable Mention)
Authors: Jules Vidal, Joseph Budin, Julien Tierny
Video Preview | DOI
[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
Video Preview VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] Edit Distance between Merge Trees (T)
Authors: Raghavendra Sridharamurthy, Talha Bin Masood, Adhitya Kamakshidasan, Vijay Natarajan
Video Preview | VIS 2019 Talk | DOI
TUESDAY, OCTOBER 22
2:35-3:50PM
Room: Room 1
Short Papers: Novel Interfaces
Session Chair: Nathalie Riche
Graph-assisted Visualization of Microvascular Networks (C) (Best Paper Honorable Mention)
Authors: Pavel Govyadinov, Tasha Womack, Jason Eriksen, David Mayerich, Guoning Chen
Video Preview
Learning Vis Tools: Teaching Data Visualization Tutorials (C) (Best Paper Honorable Mention)
Authors: Leo Yu-Ho Lo, Yao Ming, Huamin Qu
Video Preview
Sociotechnical Considerations for Accessible Visualization Design (C)
Authors: Alan Lundgard, Crystal Lee, Arvind Satyanarayan
Video Preview
Toward Interface Defaults for Vague Modifiers in Natural Language Interfaces for Visual Analysis (C)
Authors: Marti Hearst, Melanie Tory, Vidya Setlur
Video Preview
VisWall: Visual Data Exploration using Direct Combination on Large Touch Displays (C)
Authors: Mallika Agarwal, Arjun Srinivasan, John Stasko
Video Preview
EasyPZ.js: Interaction Binding For Pan and Zoom Visualizations (C)
Authors: Michail Schwab, James Tompkin, Jeff Huang, Michelle A. Borkin
Video Preview
Would You Like A Chart With That? Incorporating Visualizations into Conversational Interfaces (C)
Authors: Marti Hearst, Melanie Tory
Video Preview
TUESDAY, OCTOBER 22
4:10-5:40PM
Room: Ballroom A
VIS Meets Machine Learning
Session Chair: Eli Brown
[V] GUIRO: User-Guided Matrix Reordering (J)
Authors: Michael Behrisch, Tobias Schreck, Hanspeter Pfister
Video Preview | VIS 2019 Talk | DOI
[S] LassoNet: Deep Lasso-Selection of 3D Point Clouds (J)
Authors: Zhutian Chen, Wei Zeng, ZhiGuang Yang, Lingyun Yu, Chi-Wing Fu, Huamin Qu
Video Preview | VIS 2019 Talk | DOI
[S] TSR-TVD: Temporal Super-Resolution for Time-Varying Data Analysis and Visualization (J)
Authors: Jun Han, Chaoli Wang
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] ProtoSteer: Steering Deep Sequence Model with Prototypes (J)
Authors: Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren
Video Preview | VIS 2019 Talk | DOI
TUESDAY, OCTOBER 22
4:10-5:40PM
Room: Ballroom B
Features and Topology
Session Chair: Ingrid Hotz
[S] Dynamic Nested Tracking Graphs (J)
Authors: Jonas Lukasczyk, Christoph Garth, Tim Biedert, Ross Maciejewski, Gunther H. Weber, Heike Leitte
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] Vector Field Topology of Time-Dependent Flows in a Steady Reference Frame (J)
Authors: Irene Baeza Rojo, Tobias Günther
Video Preview | VIS 2019 Talk | DOI
[S] Feature Tracking by Two-Step Optimization (T)
Authors: Andrea Schnorr, Dirk N. Helmrich, Dominik Denker, Torsten W. Kuhlen, Bernd Hentschel
Video Preview | DOI
[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
Video Preview | VIS 2019 Talk | DOI
TUESDAY, OCTOBER 22
4:10-5:40PM
Room: Ballroom C
Bias & Patterns
Session Chair: Karen Schloss
[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
Video Preview | VIS 2019 Talk | DOI
[I] Measures of the benefit of direct encoding of data deltas for data pair relation perception (J)
Authors: Christine Nothelfer, Steven Franconeri
Video Preview | VIS 2019 Talk | DOI
[I] A Task-based Taxonomy of Cognitive Biases for Information Visualization (T)
Authors: Evanthia Dimara, Steven Franconeri, Catherine Plaisant, Anastasia Bezerianos, Pierre Dragicevic
Video Preview | VIS 2019 Talk | DOI
[I] The Curse of Knowledge in Visual Data Communication (T)
Authors: Cindy Xiong, Lisanne van Weelden, Steven Franconeri
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk
TUESDAY, OCTOBER 22
4:10-5:40PM
Room: Room 1
Short Papers: Systems and Design Studies
Session Chair: Michael Sedlmair
Designing Visual Guides for Casual Listeners of Live Orchestral Music (C)
Authors: Catherine Solis, Fahimeh Rajabiyazdi, Fanny Chevalier
Video Preview
Uncovering Data Landscapes through Data Reconnaissance and Task Wrangling (C)
Authors: Anamaria Crisan, Tamara Munzner
Video Preview
Sabrina: Modeling and Visualization of Economy Data with Incremental Domain Knowledge (C)
Authors: Alessio Arleo, Christos Tsigkanos, Chao Jia, Roger A. Leite, Ilir Murturi, Manfred Klaffenboeck, Shahram Dustdar, Michael Wimmer, Silvia Miksch, Johannes Sorger
Video Preview
Visual Analysis of the Time Management of Learning Multiple Courses in Online Learning Environment (C)
Authors: Huan He, Bo Dong, Qinghua Zheng, Dehai Di, Yating Lin
Video Preview
H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora (C)
Authors: Mariana Shimabukuro, Jessica Zipf, Mennatallah El-Assady, Christopher Collins
Video Preview
OCTVis: Ontology-based Comparison of Topic Models (C)
Authors: Amon Ge, Hyeju Jang, Giuseppe Carenini, Kendall Ho, Young Ji Lee
Video Preview
MissBiN: Visual Analysis of Missing Links in Bipartite Networks (C)
Authors: Jian Zhao, Maoyuan Sun, Francine Chen, Patrick Chiu
Video Preview
FacIt: Factorizing Tensors into Interpretable and Scrutinizable Patterns (C)
Authors: Xidao Wen, Yu-Ru Lin, Yongsu Ahn, Konstantinos Pelechrinis, Xi Liu, Nan Cao
Video Preview
WEDNESDAY, OCTOBER 23
9:00-10:30AM
Room: Ballroom A
Multiscale Visualization
Session Chair: Vijay Natarajan
[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
Video Preview | VIS 2019 Talk | DOI
[S] Multi-Scale Procedural Animations of Microtubule Dynamics Based on Measured Data (J)
Authors: Tobias Klein, Ivan Viola, Eduard Gröller, Peter Mindek
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] ScaleTrotter: Illustrative Visual Travels Across Negative Scales (J)
Authors: Sarkis Halladjian, Haichao Miao, David Kouřil, Eduard Gröller, Ivan Viola, Tobias Isenberg
Video Preview | VIS 2019 Talk | DOI
WEDNESDAY, OCTOBER 23
9:00-10:30AM
Room: Ballroom B
Drawing Nodes and Edges
Session Chair: Jessie Kennedy
[I] A Deep Generative Model for Graph Layout (J)
Authors: Oh-Hyun Kwon, Kwan-Liu Ma
Video Preview | VIS 2019 Talk | DOI
[I] DeepDrawing: A Deep Learning Approach to Graph Drawing (J)
Authors: Yong Wang, Zhihua Jin, Qianwen Wang, Weiwei Cui, Tengfei Ma, Huamin Qu
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[I] Persistent Homology Guided Force-Directed Graph Layouts (J)
Authors: Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen
Video Preview | VIS 2019 Talk | DOI
[I] Graph Drawing by Stochastic Gradient Descent (T)
Authors: J X Zheng, D F M Goodman, S Pawar
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | DOI
WEDNESDAY, OCTOBER 23
9:00-10:30AM
Room: Ballroom C
Flow
Session Chair: Robert S Laramee
[S] Accelerated Monte Carlo Rendering of Finite-Time Lyapunov Exponents (J)
Authors: Irene Baeza Rojo, Markus Gross, Tobias Günther
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | DOI
[S] FlowNet: A Deep Learning Framework for Clustering and Selection of Streamlines and Stream Surfaces (T)
Authors: Jun Han, Jun Tao, Chaoli Wang
Video Preview | DOI
[S] Hyper-Objective Vortices (T)
Authors: Tobias Günther, Holger Theisel
Video Preview | VIS 2019 Talk| DOI
WEDNESDAY, OCTOBER 23
9:00-10:30AM
Room: Room 1
Short Papers: Perception, Cognition, and Visualization Design
Session Chair: Colin Ware
A Markov Model of Users’ Interactive Behavior in Scatterplots (C)
Authors: Emily Wall, Arup Arcalgud, Kuhu Gupta, Andrew Jo
Video Preview | VIS 2019 Talk
Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters (C)
Authors: David Pomerenke, Frederik L. Dennig, Daniel Keim, Johannes Fuchs, Michael Blumenschein
Video Preview | VIS 2019 Talk
Evaluating Ordering Strategies of Star Glyph Axes (C)
Authors: Matthias Miller, Xuan Zhang, Johannes Fuchs, Michael Blumenschein
Video Preview | VIS 2019 Talk
Interactive Visualisation of Hierarchical Quantitative Data: an Evaluation (C)
Authors: Linda Woodburn, Yalong Yang, Kim Marriott
Video Preview | VIS 2019 Talk
Evidence for Area as the Primary Visual Cue in Pie Charts (C)
Authors: Robert Kosara
Video Preview | VIS 2019 Talk
Visual cues in estimation of part-to-whole comparison (C)
Authors: Stephen Redmond
Video Preview | VIS 2019 Talk
Towards a Design Space for Mitigating Cognitive Bias in Visual Analytics (C)
Authors: Emily Wall, John Stasko, Alex Endert
Video Preview | VIS 2019 Talk
Thumbnails for Data Stories: Survey of Current Practice (C)
Authors: Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon
Video Preview | VIS 2019 Talk
Towards Quantifying multiple view layouts in visualisation as seen from research publications (C)
Authors: Hayder Mahdi Al-maneea, Jonathan C Roberts
Video Preview | VIS 2019 Talk
WEDNESDAY, OCTOBER 23
10:50AM-12:20PM
Room: Ballroom A
Evaluation & Reproducibility
Session Chair: Lane Harrison
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] Embedding Meta-Information into Visualizations (T)
Authors: Alok Hota, Jian Huang
Video Preview | VIS 2019 Talk | DOI
[S] On Evaluating Runtime Performance of Interactive Visualizations (T)
Authors: Valentin Bruder, Christoph Müller, Steffen Frey, Thomas Ertl
Video Preview | VIS 2019 Talk | DOI
[V] The Validity and Generalizability of Summative Evaluation Methods in Visual Analytics (J)
Authors: Mosab Khayat, Morteza Karimzadeh, David Ebert, Arif Ghafoor
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
WEDNESDAY, OCTOBER 23
10:50AM-12:20PM
Room: Ballroom B
Animation and Sports
Session Chair: Charles Perin
[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
Video Preview | VIS 2019 Talk | DOI
[I] A Comparison of Visualizations for Identifying Correlation Over Time and Space (J)
Authors: Vanessa Peña-Araya, Emmanuel Pietriga, Anastasia Bezerianos
Video Preview | VIS 2019 Talk | DOI
[I] Common Fate for Animated Transitions in Visualization (J)
Authors: Amira Chalbi, Jacob Ritchie, Deokgun Park, Jungu Choi, Nicolas Roussel, Niklas Elmqvist, Fanny Chevalier
Video Preview | VIS 2019 Talk | DOI
[V] CourtTime: Generating Actionable Insights into Tennis Matches Using Visual Analytics (J)
Authors: Thomas E. Polk, Dominik Jäckle, Johannes Häußler, Jing Yang
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series (T)
Authors: Jie Li, Siming Chen, Kang Zhang, Gennady Andrienko, Natalia Andrienko
Video Preview | DOI
WEDNESDAY, OCTOBER 23
10:50AM-12:20PM
Room: Ballroom C
Multivariate & Multidimensional Data
Session Chair: Lars Linsen
[V] Taxonomizer: A Visual Analytics Framework for Constructing Fully Labeled Hierarchies from Multivariate Data (T)
Authors: Salman Mahmood, Klaus Mueller
Video Preview | VIS 2019 Talk
[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
Video Preview | VIS 2019 Talk | DOI
[S] Feature Level-Sets: Generalizing Iso-surfaces to Multi-variate Data (T)
Authors: Jochen Jankowai, Ingrid Hotz
Video Preview | DOI
[S] TTHRESH: Tensor Compression for Multidimensional Visual Data (T)
Authors: Rafael Ballester-Ripoll, Peter Lindstrom, Renato Pajarola
Video Preview | DOI
[V] Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data (J)
Authors: David Borland, Wenyuan Wang, Jonathan Zhang, Joshua Shrestha, David Gotz
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
WEDNESDAY, OCTOBER 23
10:50AM-12:20PM
Room: Room 8+15
CG&A Session 1
Session Chair: Tim Dwyer
A Walk Among the Data: Exploration and Anthropomorphism in Immersive Unit Visualizations
Authors: Alexander Ivanov, Kurtis Danyluk, Christian Jacob, Wesley Willett
Video Preview | DOI
Immersive Analytics Lessons from the Electronic Visualization Laboratory: a 25 Year Perspective
Authors: G. Elisabeta Marai, Jason Leigh, Andrew Johnson
Video Preview | DOI
Comfortable Immersive Analytics with the VirtualDesk Metaphor
Authors: Jorge A. Wagner Filho, Carla M. D. S. Freitas, Luciana Nedel
Video Preview | DOI
Augmented Reality Graph Visualizations - Investigation of Visual Styles in 3D Node-Link Diagrams
Authors: Wolfgang Büschel, Stefan Vogt, Raimund Dachselt
Video Preview | DOI
Visualization and the Digital Humanities: Moving Toward Stronger Collaborations
Authors: Adam James Bradley, Mennatallah El-Assady, Katharine Coles, Eric Alexander, Min Chen, Christopher Collins, Stefan Jänicke, David Joseph Wrisley
Video Preview | DOI
Graphoto: Aesthetically Pleasing Charts for Casual Information Visualization
Authors: Ji Hwan Park, Arie Kaufman, Klaus Mueller
Video Preview | DOI
WEDNESDAY, OCTOBER 23
2:20-3:50PM
Room: Ballroom A
(De)Construction
Session Chair: Jason Dykes
[I] Construct-A-Vis: Free-Form Visualization Creation for Children (J)
Authors: Fearn Bishop, Johannes Zagermann, Ulrike Pfeil, Gemma Sanderson, Harald Reiterer, Uta Hinrichs
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[I] Decoding Complex Visualizations in Science Museums – An Empirical Study (J)
Authors: Joyce Ma, Kwan-Liu Ma, Jennifer Frazier
Video Preview | VIS 2019 Talk | DOI
[I] Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction (J)
Authors: Bahador Saket, Samuel Huron, Charles Perin, Alex Endert
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] Origraph: Interactive Network Wrangling (C)
Authors: Alex Bigelow, Carolina Nobre, Miriah Meyer, Alexander Lex
Video Preview | VIS 2019 Talk
WEDNESDAY, OCTOBER 23
2:20-3:50PM
Room: Ballroom B
Immersion and Virtual Environments
Session Chair: Sarah Goodwin
[I] MARVisT: Authoring Glyph-based Visualization in Mobile Augmented Reality (T)
Authors: Zhutian Chen, Yijia Su, Yifang Wang, Qianwen Wang, Huamin Qu, Yingcai Wu
Video Preview | DOI
[I] Designing for Mobile and Immersive Visual Analytics in the Field (J)
Authors: Matt Whitlock, Keke Wu, Danielle Albers Szafir
Video Preview | DOI
[I] Evaluating an Immersive Space-Time Cube Geovisualization for Intuitive Trajectory Data Exploration (J)
Authors: Jorge A. Wagner, Wolfgang Stuerzlinger, Luciana Nedel
Video Preview | VIS 2019 Talk | DOI
[I] The Impact of Immersion on Cluster Identification Tasks (J)
Authors: Matthias Kraus, Niklas Kai Weiler, Daniela Oelke, Johannes Kehrer, Daniel Keim, Johannes Fuchs
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] Deadeye Visualization Revisited: Investigation of Preattentiveness and Applicability in Virtual Environments (J)
Authors: Andrey Krekhov, Sebastian Cmentowski, Andre Waschk, Jens Krueger
Video Preview | VIS 2019 Talk | DOI
WEDNESDAY, OCTOBER 23
2:20-3:50PM
Room: Ballroom C
Planning and Situational Awareness
Session Chair: Kristin Cook
[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
Video Preview | VIS 2019 Talk | DOI
[I] A Systematic Review of Visualization in Building Information Modeling (T)
Authors: Paulo Ivson, André Moreira, Francisco Queiroz, Wallas Santos, Waldemar Celes
Video Preview
[V] LightGuider: Guiding Interactive Lighting Design using Suggestions, Provenance, and Quality Visualization (J)
Authors: Andreas Walch, Michael Schwärzler, Christian Luksch, Elmar Eisemann, Theresia Gschwandtner
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] sPortfolio: Stratified Visual Analysis of Stock Portfolios (J)
Authors: Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu
Video Preview | VIS 2019 Talk | DOI
WEDNESDAY, OCTOBER 23
2:20-3:50PM
Room: Room 1
Short Papers: VIS Meets Machine Learning
Session Chair: Martin Wattenberg
Visualization Assessment: A Machine Learning Approach (C)
Authors: Xin Fu, Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang
Video Preview | VIS 2019 Talk
A Deep Learning Approach to Selecting Representative Time Steps for Time-Varying Multivariate Data (C)
Authors: William P. Porter, Yunhao Xing, Blaise R von Ohlen, Jun Han, Chaoli Wang
Video Preview | VIS 2019 Talk
Disentangled Representation of Data Distributions in Scatterplots (C)
Authors: Jaemin Jo, Jinwook Seo
Video Preview | VIS 2019 Talk
Toward Perception-based Evaluation of Clustering Techniques for Visual Analytics (C)
Authors: Michaël Aupetit, Michael Sedlmair, Mostafa M. Abbas, Abdelkader Baggag, Halima Bensmail
Video Preview | VIS 2019 Talk
SANVis: Visual Analytics for Understanding Self Attention Networks (C)
Authors: Cheonbok Park, Inyoup Na, Yongjang Jo, Sungbok Shin, Yoo Jaehyo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee, Jaegul Choo
Video Preview | VIS 2019 Talk
TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning (C)
Authors: Fred Hohman, Arjun Srinivasan, Steven Drucker
Video Preview | VIS 2019 Talk
Visualizing RNN States with Predictive Semantic Encodings (C)
Authors: Lindsey Sawatzky, Steven Bergner, Fred Popowich
Video Preview | VIS 2019 Talk
FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images (C)
Authors: Jieqiong Zhao, Morteza Karimzadeh, Ali Masjedi, Taojun Wang, Xiwen Zhang, Melba Crawford, David Ebert
Video Preview | VIS 2019 Talk
THURSDAY, OCTOBER 24
9:00-10:30AM
Room: Ballroom A
XAI and Fairness
Session Chair: Chris Bryan
[V] explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning (J)
Authors: Thilo Spinner, Udo Schlegel, Hanna Schaefer, Mennatallah El-Assady
Video Preview | VIS 2019 Talk | DOI
[V] Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics (J)
Authors: Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski
Video Preview | VIS 2019 Talk | DOI
[V] FairSight: Visual Analytics for Fairness in Decision Making (J)
Authors: Yongsu Ahn, Yu-Ru Lin
Video Preview | VIS 2019 Talk | DOI
[V] Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations (J)
Authors: Fred Hohman, Haekyu Park, Caleb Robinson, Duen Horng Chau
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk
[V] Visual Genealogy of Deep Neural Networks (T)
Authors: Qianwen Wang, Jun Yuan, Shuxin Chen, Hang Su, Huamin Qu, Shixia Liu
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
9:00-10:30AM
Room: Ballroom B
Vis for Software and Systems
Session Chair: Dominik Moritz
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[I] How People Visually Represent Discrete Constraint Problem (T)
Authors: Xu Zhu, Miguel A. Nacenta, Özgür Akgun, Peter Nightingale
Video Preview | VIS 2019 Talk | DOI
[I] Preserving Command Line Workflow for a Package Management using ASCII DAG Visualization (T)
Authors: Katherine E. Isaacs, Todd Gamblin
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] Exploranative Code Quality Documents (J)
Authors: Haris Mumtaz, Shahid Latif, Fabian Beck, Daniel Weiskopf
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
9:00-10:30AM
Room: Ballroom C
Large Data and Dimensionality Reduction
Session Chair: Michael Sedlmair
[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
Video Preview | VIS 2019 Talk | DOI
[I] P5: Portable Progressive Parallel Processing Pipeline for Interactive Data Analysis and Visualization (J)
Authors: Kelvin Li, Kwan-Liu Ma
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | DOI
[S] Scientific Visualization as a Microservice (T)
Authors: Mohammad Raji, Alok Hota, Tanner Hobson, Jian Huang
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
9:00-10:30AM
Room: 8+15
SIGGRAPH Invited Papers
Session Chair: Klaus Mueller
Volume Path Guiding Based on Zero-Variance Random Walk Theory
Authors: Sebastian Herholz, Yangyang Zhao, Oskar Elek, Derek Nowrouzezahrai, Hendrik P. A. Lensch, Jaroslav Křivánek
DOI
A Null-Scattering Path Integral Formulation of Light Transport
Authors: Bailey Miller, Iliyan Georgiev Autodesk, Wojciech Jarosz
DOI
Warp-and-Project Tomography for Rapidly Deforming Objects
Authors: Guangming Zang, Ramzi Idoughi, Ran Tao, Gilles Lubineau, Peter Wonka, Wolfgang Heidrich
DOI
A Learned Shape-Adaptive Subsurface Scattering Model
Authors: Delio Vicini, Vladlen Koltun, Wenzel Jakob
DOI
Designing Chain Reaction Contraptions From Causal Graphs
Authors: Robin Roussel, Marie-Paule Cani, Jean-Claude Léon, Niloy J. Mitra
DOI
Neural Volumes: Learning Dynamic Renderable Volumes from Images
Authors: Stephen Lombardi, Tomas Simon, Jason Saragih, Gabriel Schwartz, Andreas Lehrmann, Yaser Sheikh
DOI
THURSDAY, OCTOBER 24
10:50AM-12:20PM
Room: Ballroom A
Scatterplots
Session Chair: Anastasia Bezerianos
[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
Video Preview | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[I] Discriminability Tests for Visualization Effectiveness and Scalability (J)
Authors: Rafael Veras, Christopher Collins
Video Preview | VIS 2019 Talk | DOI
[I] Improving the Robustness of Scagnostics (J)
Authors: Yunhai Wang, Zeyu Wang, Tingting Liu, Michael Correll, Zhanglin Cheng, Oliver Deussen, Michael Sedlmair
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
10:50AM-12:20PM
Room: Ballroom B
Volume Visualization
Session Chair: Markus Hadwiger
[S] Void-and-Cluster Sampling of Large Scattered Data and Trajectories (J)
Authors: Tobias Rapp, Christoph Peters, Carsten Dachsbacher
Video Preview | VIS 2019 Talk | DOI
[S] FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels (T)
Authors: Shreeraj Jadhav, Saad Nadeem, Arie Kaufman
Video Preview | DOI
[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
Video Preview | DOI
[S] Fourier Opacity Optimization for Scalable Exploration (T)
Authors: Irene Baeza Rojo, Markus Gross, Tobias Günther
Video Preview | DOI
[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
Video Preview | DOI
THURSDAY, OCTOBER 24
10:50AM-12:20PM
Room: Ballroom C
Geovisualization
Session Chair: Leilani Battle
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] Real-Time Exploration of Large Spatiotemporal Datasets based on Order Statistics (T)
Authors: Cícero L. Pahins, Nivan Ferreira, João L. Comba
Video Preview | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
10:50AM-12:20PM
Room: Room 2+3
CG&A Session 2
Session Chair: Nathalie Riche
VitalVizor: A Visual Analytics System for Studying Urban Vitality
Authors: Wei Zeng, Yu Ye
Video Preview | DOI
Designing Effective Visual Interactive Systems despite Sparse Availability of Domain Information
Authors: Benjamin Karer, Alina Freund, Michael Horst, Inga Scheler, Thomas Kossurok, Franz-Josef Brandt
Video Preview | DOI
Mapping and Visualizing Deep-Learning Urban Beautification
Authors: Tobias Kauer, Sagar Joglekar, Miriam Redi, Luca Maria Aiello, Daniele Quercia
Video Preview | DOI
RNNbow: Visualizing Learning Via Backpropagation Gradients in RNNs
Authors: Dylan Cashman, Geneviève Patterson, Abigail Mosca, Nathan Watts, Shannon Robinson, Remco Chang
Video Preview | DOI
PUMA-V: Optimizing Parallel Code Performance Through Interactive Visualization
Authors: Eric Papenhausen, M. Harper Langston, Benoit Meister, Richard A. Lethin, Klaus Mueller
Video Preview | DOI
Cross-Platform Ubiquitous Volume Rendering Using Programmable Shaders in VTK for Scientific and Medical Visualization
Authors: Aashish Chaudhary, Sankhesh J. Jhaveri, Alvaro Sanchez, Lisa S. Avila, Kenneth M. Martin, Allison Vacanti, Marcus D. Hanwell, Will Schroeder
Video Preview | DOI
THURSDAY, OCTOBER 24
2:20-3:50PM
Room: Ballroom A
Ensembles & Uncertainty
Session Chair: Julien Tierny
[I] Uncertainty-Aware Principal Component Analysis (J)
Authors: Jochen Görtler, Thilo Spinner, Dirk Streeb, Daniel Weiskopf, Oliver Deussen
Video Preview | VIS 2019 Talk | DOI
[S] A Structural Average of Labeled Merge Trees for Uncertainty Visualization (J)
Authors: Lin Yan, Yusu Wang, Elizabeth Munch, Ellen Gasparovic, Bei Wang
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] eFESTA: Ensemble Feature Exploration with Surface Density Estimates (T)
Authors: Wenbin He, Hanqi Guo, Han-Wei Shen, Tom Peterka
Video Preview | VIS 2019 Talk | DOI
[S] Visualization and Visual Analysis of Ensemble Data: A Survey (T)
Authors: Junpeng Wang, Subhashis Hazarika, Cheng Li, Han-Wei Shen
Video Preview | VIS 2019 Talk | DOI
[V] Exploring the Sensitivity of Choropleths under Attribute Uncertainty (T)
Authors: Zhaosong Huang, Yafeng Lu, Elizabeth A. Mack, Wei Chen, Ross Maciejewski
Video Preview | DOI
THURSDAY, OCTOBER 24
2:20-3:50PM
Room: Ballroom B
Interactive Machine Learning
Session Chair: Matthew Berger
[I] Illusion of Causality in Visualized Data (J)
Authors: Cindy Xiong, Joel Shapiro, Jessica Hullman, Steven Franconeri
Video Preview | VIS 2019 Talk | DOI
[V] Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures (J)
Authors: Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt
Video Preview | VIS 2019 Talk | DOI
[V] VASSL: A Visual Analytics Toolkit for Social Spambot Labeling (J)
Authors: Mosab Khayat, Morteza Karimzadeh, Jieqiong Zhao, David Ebert
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] ICE: An Interactive Configuration Explorer for High Dimensional Parameter Spaces (C)
Authors: Anjul Tyagi, Klaus Mueller, Zhen Cao, Tyler Estro, Erez Zadok
Video Preview | VIS 2019 Talk
[V] Interactive Correction of Mislabeled Training Data (C)
Authors: Xi Ye, Shouxing Xiang, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Lu
Video Preview | VIS 2019 Talk
THURSDAY, OCTOBER 24
2:20-3:50PM
Room: Ballroom C
Infographics & Storytelling
Session Chair: Robert Kosara
[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
Video Preview | DOI
[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
Video Preview | DOI
[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
Video Preview | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] Multimodal Analysis of Video Collections: Visual Exploration of Presentation Techniques in TED Talks (T)
Authors: Aoyu Wu, Huamin Qu
Video Preview | DOI
[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
Video Preview | DOI
THURSDAY, OCTOBER 24
2:20-3:50PM
Room: Room 1
Short Papers: Biology, Chemistry, and Medicine
Session Chair: Ivan Viola
scenery: Flexible Virtual Reality Visualization on the Java VM (C)
Authors: Ulrik Günther, Tobias Pietzsch, Aryaman Gupta, Kyle I.S. Harrington, Pavel Tomancak, Stefan Gumhold, Ivo F. Sbalzarini
Video Preview | VIS 2019 Talk
Interactive Dendritic Spine Analysis Based on 3D Morphological Features (C)
Authors: JunYoung Choi, Sang-Eun Lee, Eunji Cho, Yutaro Kashiwagi, Shigeo Okabe, Sunghoe Chang, Won-Ki Jeong
Video Preview | VIS 2019 Talk
High Fidelity Visualization of Large Scale Digitally Reconstructed Brain Circuitry with Signed Distance Functions (C)
Authors: Jonas Karlsson, Marwan Abdellah, Sebastien Speierer, Alessandro Enrico Foni, Samuel Lapere, Felix Schurmann
Video Preview | VIS 2019 Talk
Visual Inspection of DBS Efficacy (C)
Authors: Brad Eric Hollister, Chris Butson, Gordon Duffley, Chris R. Johnson, Paul Rosen
Video Preview
TempoCave: Visualizing Dynamic Connectome Datasets to Support Cognitive Behavioral Therapy (C)
Authors: Ran Xu, Manu Mathew Thomas, Alex Leow, Olusola A. Ajilore, Angus G. Forbes
Video Preview | VIS 2019 Talk
RuleVis: Constructing Patterns and Rules for Rule-based Models (C)
Authors: David Abramov, Jasmine Tan Otto, Mahika Dubey, Cassia Artanegara, Pierre Boutillier, Walter Fontana, Angus G. Forbes
Video Preview | VIS 2019 Talk
ElectroLens: Understanding atomistic simulations through spatially-resolved visualization of high-dimensional features (C)
Authors: Xiangyun Lei, Fred Hohman, Duen Horng Chau, Andrew J Medford
Video Preview | VIS 2019 Talk
Analyzing Time Attributes in Event Sequences (C)
Authors: Jessica Magallanes, Lindsey van Gemeren, Steven Wood, Maria-Cruz Villa-Uriol
Video Preview | VIS 2019 Talk
Evaluating Alignment Approaches in Superimposed Time-series and Temporal Event-sequence Visualizations (C)
Authors: Yixuan Zhang, Sara Di Bartolomeo, Fangfang Sheng, Holly Jimison, Cody Dunne
Video Preview | VIS 2019 Talk
THURSDAY, OCTOBER 24
4:10-5:40PM
Room: Ballroom A
Visualization in Medicine
Session Chair: Anna Vilanova
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[S] Temporal Views of Flattened Mitral Valve Geometries (J)
Authors: Pepe Eulzer, Sandy Engelhardt, Nils Lichtenberg, Raffaele de Simone, Kai Lawonn
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
4:10-5:40PM
Room: Ballroom B
Words & Documents
Session Chair: Wenwen Dou
[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
Video Preview | VIS 2019 Talk | DOI
[I] ShapeWordle: Tailoring Wordles using Shape-aware Archimedean Spirals (J)
Authors: Yunhai Wang, Xiaowei Chu, Kaiyi Zhang, Chen Bao, Xiaotong Li, Jian Zhang, Chi-Wing Fu, Christophe Hurter, Oliver Deussen, Bongshin Lee
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] VIANA: Visual Interactive Annotation of Argumentation (C)
Authors: Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
Video Preview | VIS 2019 Talk
[V] Topic-based Exploration and Embedded Visualizations for Research Idea Generation (T)
Authors: Hua Guo, David H. Laidlaw
Video Preview | DOI
[I] An Evaluation of Semantically Grouped Word Cloud Designs (T)
Authors: Marti A. Hearst, Emily Pedersen, Lekha Patil, Elsie Lee, Paul Laskowski, Steven Franconeri
Video Preview | DOI
THURSDAY, OCTOBER 24
4:10-5:40PM
Room: Ballroom C
What’s the Difference?
Session Chair: Michael Correll
[I] The Perceptual Proxies of Visual Comparison (J) (Best Paper Honorable Mention)
Authors: Nicole Jardine, Brian David Ondov, Niklas Elmqvist, Steven Franconeri
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[I] Separating the wheat from the chaff: Comparative visual cues for reliable diagnostics of competing models (J)
Authors: Aritra Dasgupta, Hong Wang, Nancy D O’Brien, Susannah Marie Burrows
Video Preview | VIS 2019 Talk | DOI
[I] Aggregated Dendrograms for Visual Comparison Between Many Phylogenetic Trees (T)
Authors: Zipeng Liu, Shing Hei Zhan, Tamara Munzner
Video Preview | DOI
[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
Video Preview | VIS 2019 Talk | DOI
THURSDAY, OCTOBER 24
4:10-5:40PM
Room: Room 1
Short Papers: Multi-Dimensional Data, Time Series, Graphs, and Trees
Session Chair: Tobias Schreck
Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs (C)
Authors: Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
Video Preview | VIS 2019 Talk
Hi-D Maps: An Interactive Visualization Technique for Multi-dimensional Categorical Data. (C)
Authors: Radi Muhammad Reza, Benjamin Watson
Video Preview | VIS 2019 Talk
Conditional Parallel Coordinates (C)
Authors: Daniel Weidele
Video Preview | VIS 2019 Talk
Towards Enhancing RadViz Analysis and Interpretation (C)
Authors: Marco Angelini, Graziano Blasilli, Simone Lenti, Alessia Palleschi, Giuseppe Santucci
Video Preview | VIS 2019 Talk
Time Varying Predominance Tag Maps (C)
Authors: Martin Reckziegel, Stefan Jänicke
Video Preview
SAX Navigator: Time Series Exploration Through Hierarchical Clustering (C)
Authors: Nicholas Ruta, Naoko Sawada, Katy McKeough, Michael Behrisch, Johanna Beyer
Video Preview | VIS 2019 Talk
Nonuniform Timeslicing of Dynamic Graphs Based on Visual Complexity (C)
Authors: Yong Wang, Daniel Archambault, Hammad Haleem, Torsten Moeller, Yanhong Wu, Huamin Qu
Video Preview | VIS 2019 Talk
Interactive Bicluster Aggregation in Bipartite Graphs (C)
Authors: Maoyuan Sun, David Koop, Jian Zhao, Chris North, Naren Ramakrishnan
Video Preview | VIS 2019 Talk
Overlap-Free Drawing of Generalized Pythagoras Trees for Hierarchy Visualization (C)
Authors: Tanja Munz, Michael Burch, Toon van Benthem, Yoeri Poels, Fabian Beck, Daniel Weiskopf
Video Preview | VIS 2019 Talk
FRIDAY, OCTOBER 25
9:00-10:30AM
Room: Ballroom A
Influencers
Session Chair: Qing Chen
[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
Video Preview | DOI
[V] Galex: Exploring the Evolution and Intersection of Disciplines (J)
Authors: Zeyu Li, Changhong Zhang, Shichao Jia, Jiawan Zhang
Video Preview | VIS 2019 Talk | DOI
[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
Video Preview | VIS 2019 Talk | DOI
[V] Influence Flowers of Academic Entities (C)
Authors: Minjeong Shin, Alexander Soen, Benjamin T. Readshaw, Stephen Michael Blackburn, Mitchell Whitelaw, Lexing Xie
Video Preview | VIS 2019 Talk
[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
Video Preview | VIS 2019 Talk | DOI
[V] R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media (J)
Authors: Shuai Chen, Sihang Li, Siming Chen, Xiaoru Yuan
Video Preview | VIS 2019 Talk | DOI
FRIDAY, OCTOBER 25
9:00-10:30AM
Room: Ballroom B
Color
Session Chair: Kenneth Moreland
[I] Color Crafting: Automating the Construction of Designer Quality Color Ramps (J)
Authors: Stephen Smart, Keke Wu, Danielle Albers Szafir
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[I] Estimating color-concept associations from image statistics (J)
Authors: Ragini Rathore, Zachary Leggon, Laurent Lessard, Karen Schloss
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[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
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[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
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[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
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FRIDAY, OCTOBER 25
9:00-10:30AM
Room: Ballroom C
Searching & Querying
Session Chair: Alvita Ottley
[I] Searching the Visual Style and Structure of D3 Visualizations (J)
Authors: Enamul Hoque, Maneesh Agrawala
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[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
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[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
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[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
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[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
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[V] TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling (C)
Authors: Hannah Kim, Dongjin Choi, Barry Drake, Alex Endert, Haesun Park
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FRIDAY, OCTOBER 25
9:00-10:30AM
Room: Room 1
Short Papers: Scalar, Vector, and Tensor Fields
Session Chair: Bei Wang
Efficient Space Skipping and Adaptive Sampling of Unstructured Volumes using Hardware Accelerated Ray Tracing (C)
Authors: Nate Morrical, Will Usher, Ingo Wald, Valerio Pascucci
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Hybrid Grids for Sparse Volume Rendering (C)
Authors: Stefan Zellmann, Deborah Meurer, Ulrich Lang
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Data-Driven Colormap Optimization for 2D Scalar Field Visualization (C)
Authors: Qiong Zeng, Yinqiao Wang, Ivan Viola, Wenting Zhang, Jian Zhang, Changhe Tu, Yunhai Wang
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Evaluating Gradient Perception in Color-coded Scalar Fields (C)
Authors: Khairi Reda, Michael E. Papka
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GalStamps: Analyzing Real and Simulated Galaxy Observations (C)
Authors: Nina McCurdy, Miriah Meyer
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Point Movement in a DSL for Higher-Order FEM Visualization (C)
Authors: Teodoro Collin, Charisee Chiw, L. Ridgway Scott, John Reppy, Gordon L Kindlmann
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Unsteady Flow Visualization via Physics based Pathline Exploration (C)
Authors: Duong Nguyen, Lei Zhang, Robert S. Laramee, David Thompson, Rodolfo Ostilla Monico, Guoning Chen
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Visualization of Symmetries in Fourth-Order Stiffness Tensors (C)
Authors: Chiara Hergl, Thomas Nagel, Olaf Kolditz, Gerik Scheuermann
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