| 0 | -- | 0 | Leila De Floriani. Message from the Editor-in-Chief |
| 0 | -- | 0 | Cláudio T. Silva. IEEE Visualization and Graphics Technical Committee (VGTC) |
| 0 | -- | 0 | Jeffrey Heer. The 2017 Visualization Technical Achievement Award |
| 0 | -- | 0 | Charles Hansen. The 2017 Visualization Career Award |
| 0 | -- | 0 | Tim Dwyer, Niklas Elmqvist, Brian Fisher, Steve Franconeri, Ingrid Hotz, Robert M. Mike Kirby, Shixia Liu, Tobias Schreck, Xiaoru Yuan. Preface |
| 1 | -- | 12 | Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg. Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow |
| 13 | -- | 22 | Manuel Stein, Halldor Janetzko, Andreas Lamprecht, Thorsten Breitkreutz, Philipp Zimmermann, Bastian Goldlücke, Tobias Schreck, Gennady L. Andrienko, Michael Grossniklaus, Daniel A. Keim. Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis |
| 23 | -- | 33 | Nan Cao, Chaoguang Lin, Qiuhan Zhu, Yu-Ru Lin, Xian Teng, Xidao Wen. Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data |
| 34 | -- | 44 | Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia. Clustering Trajectories by Relevant Parts for Air Traffic Analysis |
| 45 | -- | 55 | Yuanzhe Chen, Panpan Xu, Liu Ren. Sequence Synopsis: Optimize Visual Summary of Temporal Event Data |
| 56 | -- | 65 | Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao. EventThread: Visual Summarization and Stage Analysis of Event Sequence Data |
| 66 | -- | 76 | Andrea Unger, Nadine Drager, Mike Sips, Dirk J. Lehmann. Understanding a Sequence of Sequences: Visual Exploration of Categorical States in Lake Sediment Cores |
| 77 | -- | 87 | Mengchen Liu, Jiaxin Shi, Kelei Cao, Jun Zhu, Shixia Liu. Analyzing the Training Processes of Deep Generative Models |
| 88 | -- | 97 | Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng (Polo) Chau. ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models |
| 98 | -- | 108 | Nicola Pezzotti, Thomas Höllt, Jan van Gemert, Boudewijn P. F. Lelieveldt, Elmar Eisemann, Anna Vilanova. DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks |
| 109 | -- | 119 | Alexander Kumpf, Bianca Tost, Marlene Baumgart, Michael Riemer, Rüdiger Westermann, Marc Rautenhaus. Visualizing Confidence in Cluster-Based Ensemble Weather Forecast Analyses |
| 120 | -- | 130 | Dominik Sacha, Matthias Kraus, Jürgen Bernard, Michael Behrisch, Tobias Schreck, Yuki Asano, Daniel A. Keim. SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance |
| 131 | -- | 141 | John E. Wenskovitch, Ian Crandell, Naren Ramakrishnan, Leanna House, Scotland Leman, Chris North. Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics |
| 142 | -- | 151 | Bum chul Kwon, Ben Eysenbach, Janu Verma, Kenney Ng, Christopher deFilippi, Walter F. Stewart, Adam Perer. Clustervision: Visual Supervision of Unsupervised Clustering |
| 152 | -- | 162 | Bilal Alsallakh, Amin Jourabloo, Mao Ye, Xiaoming Liu 0002, Liu Ren. Do Convolutional Neural Networks Learn Class Hierarchy? |
| 163 | -- | 173 | Shixia Liu, Jiannan Xiao, Junlin Liu, Xiting Wang, Jing Wu, Jun Zhu. Visual Diagnosis of Tree Boosting Methods |
| 174 | -- | 183 | Thomas Mühlbacher, Lorenz Linhardt, Torsten Möller, Harald Piringer. TreePOD: Sensitivity-Aware Selection of Pareto-Optimal Decision Trees |
| 184 | -- | 194 | Angus Graeme Forbes, Andrew Burks, Kristine Lee, Xing Li, Pierre Boutillier, Jean Krivine, Walter Fontana. Dynamic Influence Networks for Rule-Based Models |
| 195 | -- | 204 | Jian Zhao, Maoyuan Sun, Francine Chen, Patrick Chiu. BiDots: Visual Exploration of Weighted Biclusters |
| 205 | -- | 214 | Siwei Fu, Hao Dong, Weiwei Cui, Jian Zhao, Huamin Qu. How Do Ancestral Traits Shape Family Trees Over Generations? |
| 215 | -- | 225 | Robert Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin A. Roundy, Chris Gates, Shamkant B. Navathe, Duen Horng Chau. VIGOR: Interactive Visual Exploration of Graph Query Results |
| 226 | -- | 235 | Arjun Srinivasan, Hyunwoo Park, Alex Endert, Rahul C. Basole. Graphiti: Interactive Specification of Attribute-Based Edges for Network Modeling and Visualization |
| 236 | -- | 245 | Jiazhi Xia, Fenjin Ye, Wei Chen 0001, Yusi Wang, Weifeng Chen, Yuxin Ma, Anthony K. H. Tung. LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets |
| 246 | -- | 255 | Xun Zhao, Yanhong Wu, Weiwei Cui, Xinnan Du, Yuan Chen, Yong Wang, Dik Lun Lee, Huamin Qu. SkyLens: Visual Analysis of Skyline on Multi-Dimensional Data |
| 256 | -- | 266 | Leland Wilkinson. Visualizing Big Data Outliers Through Distributed Aggregation |
| 267 | -- | 277 | Darren Edge, Nathalie Henry Riche, Jonathan Larson, Christopher White. Beyond Tasks: An Activity Typology for Visual Analytics |
| 278 | -- | 287 | Andrea Batch, Niklas Elmqvist. The Interactive Visualization Gap in Initial Exploratory Data Analysis |
| 288 | -- | 297 | Emily Wall, Subhajit Das, Ravish Chawla, Bharath Kalidindi, Eli T. Brown, Alex Endert. Podium: Ranking Data Using Mixed-Initiative Visual Analytics |
| 298 | -- | 308 | Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Dieter W. Fellner, Michael Sedlmair. Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study |
| 309 | -- | 318 | Enamul Hoque, Vidya Setlur, Melanie Tory, Isaac Dykeman. Applying Pragmatics Principles for Interaction with Visual Analytics |
| 319 | -- | 329 | Jie Liu, Tim Dwyer, Kim Marriott, Jeremy Millar, Annette Haworth. Understanding the Relationship Between Interactive Optimisation and Visual Analytics in the Context of Prostate Brachytherapy |
| 330 | -- | 339 | Roger A. Leite, Theresia Gschwandtner, Silvia Miksch, Simone Kriglstein, Margit Pohl, Erich Gstrein, Johannes Kuntner. EVA: Visual Analytics to Identify Fraudulent Events |
| 340 | -- | 350 | Jian Zhao, Michael Glueck, Petra Isenberg, Fanny Chevalier, Azam Khan. Supporting Handoff in Asynchronous Collaborative Sensemaking Using Knowledge-Transfer Graphs |
| 351 | -- | 360 | Xumeng Wang, Jia-Kai Chou, Wei Chen 0001, Huihua Guan, Wenlong Chen, Tianyi Lao, Kwan-Liu Ma. A Utility-Aware Visual Approach for Anonymizing Multi-Attribute Tabular Data |
| 361 | -- | 370 | Deok Gun Park, Seungyeon Kim, Jurim Lee, Jaegul Choo, Nicholas Diakopoulos, Niklas Elmqvist. ConceptVector: Text Visual Analytics via Interactive Lexicon Building Using Word Embedding |
| 371 | -- | 381 | Michael Glueck, Mahdi Pakdaman Naeini, Finale Doshi-Velez, Fanny Chevalier, Azam Khan, Daniel Wigdor, Michael Brudno. PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models |
| 382 | -- | 391 | Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel A. Keim, Christopher Collins. Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework |
| 392 | -- | 401 | Danielle Albers Szafir. Modeling Color Difference for Visualization Design |
| 402 | -- | 412 | Alper Sarikaya, Michael Gleicher. Scatterplots: Tasks, Data, and Designs |
| 413 | -- | 423 | Michael Gleicher. Considerations for Visualizing Comparison |
| 424 | -- | 434 | Romain Vuillemot, Jeremy Boy. Structuring Visualization Mock-Ups at the Graphical Level by Dividing the Display Space |
| 435 | -- | 445 | Heidi Lam, Melanie Tory, Tamara Munzner. Bridging from Goals to Tasks with Design Study Analysis Reports |
| 446 | -- | 456 | Jessica Hullman, Matthew Kay, Yea-Seul Kim, Samana Shrestha. Imagining Replications: Graphical Prediction & Discrete Visualizations Improve Recall & Estimation of Effect Uncertainty |
| 457 | -- | 467 | Benjamin Bach, Ronell Sicat, Johanna Beyer, Maxime Cordeil, Hanspeter Pfister. The Hologram in My Hand: How Effective is Interactive Exploration of 3D Visualizations in Immersive Tangible Augmented Reality? |
| 468 | -- | 477 | Zening Qu, Jessica Hullman. Keeping Multiple Views Consistent: Constraints, Validations, and Exceptions in Visualization Authoring |
| 478 | -- | 488 | Oh-Hyun Kwon, Tarik Crnovrsanin, Kwan-Liu Ma. What Would a Graph Look Like in this Layout? A Machine Learning Approach to Large Graph Visualization |
| 489 | -- | 499 | Yunhai Wang, Yanyan Wang, Yinqi Sun, Lifeng Zhu, Kecheng Lu, Chi-Wing Fu, Michael Sedlmair, Oliver Deussen, Baoquan Chen. Revisiting Stress Majorization as a Unified Framework for Interactive Constrained Graph Visualization |
| 500 | -- | 510 | Christophe Hurter, Stéphane Puechmorel, Florence Nicol, Alexandru Telea. Functional Decomposition for Bundled Simplification of Trail Sets |
| 511 | -- | 521 | Arjun Srinivasan, John Stasko. Orko: Facilitating Multimodal Interaction for Visual Exploration and Analysis of Networks |
| 522 | -- | 531 | Fritz Lekschas, Benjamin Bach, Peter Kerpedjiev, Nils Gehlenborg, Hanspeter Pfister. HiPiler: Visual Exploration of Large Genome Interaction Matrices with Interactive Small Multiples |
| 532 | -- | 541 | Bram C. M. Cappers, Jarke J. van Wijk. Exploring Multivariate Event Sequences Using Rules, Aggregations, and Selections |
| 542 | -- | 552 | Jose Matute, Alexandru C. Telea, Lars Linsen. Skeleton-Based Scagnostics |
| 553 | -- | 562 | Shusen Liu, Peer-Timo Bremer, Jayaraman J. Thiagarajan, Vivek Srikumar, Bei Wang, Yarden Livnat, Valerio Pascucci. Visual Exploration of Semantic Relationships in Neural Word Embeddings |
| 563 | -- | 573 | Laura E. Matzen, Michael J. Haass, Kristin M. Divis, Zhiyuan Wang, Andrew T. Wilson. Data Visualization Saliency Model: A Tool for Evaluating Abstract Data Visualizations |
| 574 | -- | 583 | David Burlinson, Kalpathi R. Subramanian, Paula Goolkasian. Open vs. Closed Shapes: New Perceptual Categories? |
| 584 | -- | 594 | André Calero Valdez, Martina Ziefle, Michael Sedlmair. Priming and Anchoring Effects in Visualization |
| 595 | -- | 604 | Nam Wook Kim, Benjamin Bach, Hyejin Im, Sasha Schriber, Markus H. Gross, Hanspeter Pfister. Visualizing Nonlinear Narratives with Story Curves |
| 605 | -- | 615 | Philipp Koytek, Charles Perin, Jo Vermeulen, Elisabeth André, Sheelagh Carpendale. MyBrush: Brushing and Linking with Personal Agency |
| 616 | -- | 625 | Nils Rodriguez, Daniel Weiskopf. Nonlinear Dot Plots |
| 626 | -- | 636 | Ricardo Langner, Tom Horak, Raimund Dachselt. VisTiles: Coordinating and Combining Co-located Mobile Devices for Visual Data Exploration |
| 637 | -- | 646 | Jorge Poco, Angela Mayhua, Jeffrey Heer. Extracting and Retargeting Color Mappings from Bitmap Images of Visualizations |
| 647 | -- | 656 | Yunhai Wang, Xiaowei Chu, Chen Bao, Lifeng Zhu, Oliver Deussen, Baoquan Chen, Michael Sedlmair. EdWordle: Consistency-Preserving Word Cloud Editing |
| 657 | -- | 666 | Cristian Felix, Steven Franconeri, Enrico Bertini. Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries |
| 667 | -- | 676 | Hendrik Strobelt, Sebastian Gehrmann, Hanspeter Pfister, Alexander M. Rush. LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks |
| 677 | -- | 686 | Christina Niederer, Holger Stitz, Reem Hourieh, Florian Grassinger, Wolfgang Aigner, Marc Streit. TACO: Visualizing Changes in Tables Over Time |
| 687 | -- | 697 | Paulo Ivson, Daniel Nascimento, Waldemar Celes Filho, Simone D. J. Barbosa. CasCADe: A Novel 4D Visualization System for Virtual Construction Planning |
| 698 | -- | 708 | Charles Perin, Tiffany Wun, Richard Pusch, Sheelagh Carpendale. Assessing the Graphical Perception of Time and Speed on 2D+Time Trajectories |
| 709 | -- | 718 | Yingcai Wu, Ji Lan, Xinhuan Shu, Chenyang Ji, Kejian Zhao, Jiachen Wang, Hui Zhang. iTTVis: Interactive Visualization of Table Tennis Data |
| 719 | -- | 728 | Jochen Görtler, Christoph Schulz, Daniel Weiskopf, Oliver Deussen. Bubble Treemaps for Uncertainty Visualization |
| 729 | -- | 738 | Max Sondag, Bettina Speckmann, Kevin Verbeek. Stable Treemaps via Local Moves |
| 739 | -- | 748 | Thomas Höllt, Nicola Pezzotti, Vincent van Unen, Frits Koning, Boudewijn P. F. Lelieveldt, Anna Vilanova. CyteGuide: Visual Guidance for Hierarchical Single-Cell Analysis |
| 749 | -- | 759 | Evanthia Dimara, Anastasia Bezerianos, Pierre Dragicevic. Conceptual and Methodological Issues in Evaluating Multidimensional Visualizations for Decision Support |
| 760 | -- | 769 | Yea-Seul Kim, Katharina Reinecke, Jessica Hullman. Data Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization Interpretation |
| 770 | -- | 780 | Jagoda Walny, Samuel Huron, Charles Perin, Tiffany Wun, Richard Pusch, Sheelagh Carpendale. Active Reading of Visualizations |
| 781 | -- | 790 | Pierre Dragicevic, Yvonne Jansen. Blinded with Science or Informed by Charts? A Replication Study |
| 791 | -- | 801 | Jonathan C. Roberts, Panagiotis D. Ritsos, James R. Jackson, Christopher James Headleand. The Explanatory Visualization Framework: An Active Learning Framework for Teaching Creative Computing Using Explanatory Visualizations |
| 802 | -- | 811 | Karl Bladin, Emil Axelsson, Erik Broberg, Carter Emmart, Patric Ljung, Alexander Bock, Anders Ynnerman. Globe Browsing: Contextualized Spatio-Temporal Planetary Surface Visualization |
| 812 | -- | 821 | Alexander Bock, Harish Doraiswamy, Adam Summers, Cláudio T. Silva. TopoAngler: Interactive Topology-Based Extraction of Fishes |
| 822 | -- | 831 | Bastian Rieck, Ulderico Fugacci, Jonas Lukasczyk, Heike Leitte. Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks |
| 832 | -- | 842 | Julien Tierny, Guillaume Favelier, Joshua A. Levine, Charles Gueunet, Michael Michaux. The Topology ToolKit |
| 843 | -- | 852 | Lawrence Roy, Prashant Kumar, Sanaz Golbabaei, Yue Zhang 0009, Eugene Zhang. Interactive Design and Visualization of Branched Covering Spaces |
| 853 | -- | 861 | Haneen Mohammed, Ali K. Al-Awami, Johanna Beyer, Corrado Calì, Pierre J. Magistretti, Hanspeter Pfister, Markus Hadwiger. Abstractocyte: A Visual Tool for Exploring Nanoscale Astroglial Cells |
| 862 | -- | 872 | Tobias Klein, Ludovic Autin, Barbora Kozlíková, David S. Goodsell, Arthur J. Olson, M. Eduard Gröller, Ivan Viola. Instant Construction and Visualization of Crowded Biological Environments |
| 873 | -- | 882 | Julian Kreiser, Alexander Hann, Eugen Zizer, Timo Ropinski. Decision Graph Embedding for High-Resolution Manometry Diagnosis |
| 883 | -- | 892 | Peter Mindek, David Kouril, Johannes Sorger, Daniel Toloudis, Blair Lyons, Graham Johnson, M. Eduard Gröller, Ivan Viola. Visualization Multi-Pipeline for Communicating Biology |
| 893 | -- | 902 | Michael Kern, Tim Hewson, Filip Sadlo, Rüdiger Westermann, Marc Rautenhaus. Robust Detection and Visualization of Jet-Stream Core Lines in Atmospheric Flow |
| 903 | -- | 912 | Ashok Jallepalli, Julia Docampo-Sánchez, Jennifer K. Ryan, Robert Haimes, Robert M. Kirby. On the Treatment of Field Quantities and Elemental Continuity in FEM Solutions |
| 913 | -- | 922 | G. Elisabeta Marai. Activity-Centered Domain Characterization for Problem-Driven Scientific Visualization |
| 923 | -- | 933 | Roxana Bujack, Terece L. Turton, Francesca Samsel, Colin Ware, David H. Rogers, James P. Ahrens. The Good, the Bad, and the Ugly: A Theoretical Framework for the Assessment of Continuous Colormaps |
| 934 | -- | 943 | Subhashis Hazarika, Ayan Biswas, Han-Wei Shen. Uncertainty Visualization Using Copula-Based Analysis in Mixed Distribution Models |
| 944 | -- | 953 | Mohamed Ibrahim, Patrick Wickenhauser, Peter Rautek, Guido Reina, Markus Hadwiger. Screen-Space Normal Distribution Function Caching for Consistent Multi-Resolution Rendering of Large Particle Data |
| 954 | -- | 963 | Jiang Zhang, Hanqi Guo, Fan Hong, Xiaoru Yuan, Tom Peterka. Dynamic Load Balancing Based on Constrained K-D Tree Decomposition for Parallel Particle Tracing |
| 964 | -- | 973 | Tran Minh Quan, Junyoung Choi, Haejin Jeong, Won-Ki Jeong. An Intelligent System Approach for Probabilistic Volume Rendering Using Hierarchical 3D Convolutional Sparse Coding |
| 974 | -- | 983 | Markus Hadwiger, Ali K. Al-Awami, Johanna Beyer, Marco Agus, Hanspeter Pfister. SparseLeap: Efficient Empty Space Skipping for Large-Scale Volume Rendering |
| 984 | -- | 993 | Jens G. Magnus, Stefan Bruckner. Interactive Dynamic Volume Illumination with Refraction and Caustics |
| 994 | -- | 1003 | Will Usher, Pavol Klacansky, Frederick Federer, Peer-Timo Bremer, Aaron Knoll, Jeff Yarch, Alessandra Angelucci, Valerio Pascucci. A Virtual Reality Visualization Tool for Neuron Tracing |
| 1004 | -- | 1013 | Qiaomu Shen, Wei Zeng, Yu Ye, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard, Huamin Qu. StreetVizor: Visual Exploration of Human-Scale Urban Forms Based on Street Views |
| 1014 | -- | 1024 | Haichao Miao, Elisa De Llano, Johannes Sorger, Yasaman Ahmadi, Tadija Kekic, Tobias Isenberg 0001, M. Eduard Gröller, Ivan Barisic, Ivan Viola. Multiscale Visualization and Scale-Adaptive Modification of DNA Nanostructures |
| 1025 | -- | 1035 | Oliver Rübel, Benjamin P. Bowen. BASTet: Shareable and Reproducible Analysis and Visualization of Mass Spectrometry Imaging Data via OpenMSI |