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values | Year int64 1.99k 2.03k | Title stringlengths 8 187 | DOI stringlengths 16 32 | Abstract stringlengths 128 7.15k ⌀ | Accessible bool 2
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Vis | 2,021 | Loon: Using Exemplars to Visualize Large-Scale Microscopy Data | 10.1109/TVCG.2021.3114766 | Which drug is most promising for a cancer patient? A new microscopy-based approach for measuring the mass of individual cancer cells treated with different drugs promises to answer this question in only a few hours. However, the analysis pipeline for extracting data from these images is still far from complete automati... | false | false | [
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Vis | 2,021 | Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis | 10.1109/TVCG.2021.3114827 | Visual data analysis tools provide people with the agency and flexibility to explore data using a variety of interactive functionalities. However, this flexibility may introduce potential consequences in situations where users unknowingly overemphasize or underemphasize specific subsets of the data or attribute space t... | false | false | [
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Vis | 2,021 | M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis | 10.1109/TVCG.2021.3114794 | Multimodal sentiment analysis aims to recognize people's attitudes from multiple communication channels such as verbal content (i.e., text), voice, and facial expressions. It has become a vibrant and important research topic in natural language processing. Much research focuses on modeling the complex intra- and inter-... | false | false | [
"Xingbo Wang 0001",
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"Zhihua Jin",
"Muqiao Yang",
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Vis | 2,021 | matExplorer: Visual Exploration on Predicting Ionic Conductivity for Solid-state Electrolytes | 10.1109/TVCG.2021.3114812 | Lithium ion batteries (LIBs) are widely used as important energy sources for mobile phones, electric vehicles, and drones. Experts have attempted to replace liquid electrolytes with solid electrolytes that have wider electrochemical window and higher stability due to the potential safety risks, such as electrolyte leak... | false | false | [
"Jiansu Pu",
"Hui Shao",
"Boyang Gao",
"Zhengguo Zhu",
"Yanlin Zhu",
"Yunbo Rao",
"Yong Xiang"
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Vis | 2,021 | Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections | 10.1109/TVCG.2021.3114833 | We propose Steadiness and Cohesiveness, two novel metrics to measure the inter-cluster reliability of multidimensional projection (MDP), specifically how well the inter-cluster structures are preserved between the original high-dimensional space and the low-dimensional projection space. Measuring inter-cluster reliabil... | false | false | [
"Hyeon Jeon",
"Hyung-Kwon Ko",
"Jaemin Jo",
"Youngtaek Kim",
"Jinwook Seo"
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Vis | 2,021 | MiningVis: Visual Analytics of the Bitcoin Mining Economy | 10.1109/TVCG.2021.3114821 | We present a visual analytics tool, MiningVis, to explore the long-term historical evolution and dynamics of the Bitcoin mining ecosystem. Bitcoin is a cryptocurrency that attracts much attention but remains difficult to understand. Particularly important to the success, stability, and security of Bitcoin is a componen... | false | false | [
"Natkamon Tovanich",
"Nicolas Soulié",
"Nicolas Heulot",
"Petra Isenberg"
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Vis | 2,021 | Modeling Just Noticeable Differences in Charts | 10.1109/TVCG.2021.3114874 | One of the fundamental tasks in visualization is to compare two or more visual elements. However, it is often difficult to visually differentiate graphical elements encoding a small difference in value, such as the heights of similar bars in bar chart or angles of similar sections in pie chart. Perceptual laws can be u... | false | false | [
"Min Lu 0002",
"Joel Lanir",
"Chufeng Wang",
"Yucong Yao",
"Wen Zhang",
"Oliver Deussen",
"Hui Huang 0004"
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Vis | 2,021 | MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation | 10.1109/TVCG.2021.3114826 | We contribute a deep-learning-based method that assists in designing analytical dashboards for analyzing a data table. Given a data table, data workers usually need to experience a tedious and time-consuming process to select meaningful combinations of data columns for creating charts. This process is further complicat... | false | false | [
"Aoyu Wu",
"Yun Wang 0012",
"Mengyu Zhou",
"Xinyi He",
"Haidong Zhang",
"Huamin Qu",
"Dongmei Zhang 0001"
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Vis | 2,021 | Natural Language to Visualization by Neural Machine Translation | 10.1109/TVCG.2021.3114848 | Supporting the translation from natural language (NL) query to visualization (NL2VIS) can simplify the creation of data visualizations because if successful, anyone can generate visualizations by their natural language from the tabular data. The state-of-the-art NL2VIS approaches (e.g., NL4DV and FlowSense) are based o... | false | false | [
"Yuyu Luo",
"Nan Tang 0001",
"Guoliang Li 0001",
"Jiawei Tang",
"Chengliang Chai",
"Xuedi Qin"
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Vis | 2,021 | NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks | 10.1109/TVCG.2021.3114858 | Existing research on making sense of deep neural networks often focuses on neuron-level interpretation, which may not adequately capture the bigger picture of how concepts are collectively encoded by multiple neurons. We present Neurocartography, an interactive system that scalably summarizes and visualizes concepts le... | false | false | [
"Haekyu Park",
"Nilaksh Das",
"Rahul Duggal",
"Austin P. Wright",
"Omar Shaikh",
"Fred Hohman",
"Polo Chau"
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Vis | 2,021 | Perception! Immersion! Empowerment! Superpowers as Inspiration for Visualization | 10.1109/TVCG.2021.3114844 | We explore how the lens of fictional superpowers can help characterize how visualizations empower people and provide inspiration for new visualization systems. Researchers and practitioners often tout visualizations' ability to “make the invisible visible” and to “enhance cognitive abilities.” Meanwhile superhero comic... | false | false | [
"Wesley Willett",
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"Sheelagh Carpendale",
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"Yvonne Jansen",
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"Petra Isenberg"
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Vis | 2,021 | Probabilistic Occlusion Culling using Confidence Maps for High-Quality Rendering of Large Particle Data | 10.1109/TVCG.2021.3114788 | Achieving high rendering quality in the visualization of large particle data, for example from large-scale molecular dynamics simulations, requires a significant amount of sub-pixel super-sampling, due to very high numbers of particles per pixel. Although it is impossible to super-sample all particles of large-scale da... | false | false | [
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"Peter Rautek",
"Guido Reina",
"Marco Agus",
"Markus Hadwiger"
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Vis | 2,021 | Professional Differences: A Comparative Study of Visualization Task Performance and Spatial Ability Across Disciplines | 10.1109/TVCG.2021.3114805 | Problem-driven visualization work is rooted in deeply understanding the data, actors, processes, and workflows of a target domain. However, an individual's personality traits and cognitive abilities may also influence visualization use. Diverse user needs and abilities raise natural questions for specificity in visuali... | false | false | [
"Kyle Wm. Hall",
"Anthony Kouroupis",
"Anastasia Bezerianos",
"Danielle Albers Szafir",
"Christopher Collins 0001"
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Vis | 2,021 | Propagating Visual Designs to Numerous Plots and Dashboards | 10.1109/TVCG.2021.3114828 | In the process of developing an infrastructure for providing visualization and visual analytics (VIS) tools to epidemiologists and modeling scientists, we encountered a technical challenge for applying a number of visual designs to numerous datasets rapidly and reliably with limited development resources. In this paper... | false | false | [
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"Alfie Abdul-Rahman",
"Benjamin Bach",
"Min Chen 0001",
"Euan Freeman",
"Cagatay Turkay"
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Vis | 2,021 | Pyramid-based Scatterplots Sampling for Progressive and Streaming Data Visualization | 10.1109/TVCG.2021.3114880 | We present a pyramid-based scatterplot sampling technique to avoid overplotting and enable progressive and streaming visualization of large data. Our technique is based on a multiresolution pyramid-based decomposition of the underlying density map and makes use of the density values in the pyramid to guide the sampling... | false | false | [
"Xin Chen",
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"Chi-Wing Fu",
"Jean-Daniel Fekete",
"Yunhai Wang"
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Vis | 2,021 | Rapid Labels: Point-Feature Labeling on GPU | 10.1109/TVCG.2021.3114854 | Labels, short textual annotations are an important component of data visualizations, illustrations, infographics, and geographical maps. In interactive applications, the labeling method responsible for positioning the labels should not take the resources from the application itself. In other words, the labeling method ... | false | false | [
"Vaclav Pavlovec",
"Ladislav Cmolík"
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Vis | 2,021 | Real-Time Visual Analysis of High-Volume Social Media Posts | 10.1109/TVCG.2021.3114800 | Breaking news and first-hand reports often trend on social media platforms before traditional news outlets cover them. The real-time analysis of posts on such platforms can reveal valuable and timely insights for journalists, politicians, business analysts, and first responders, but the high number and diversity of new... | false | false | [
"Johannes Knittel",
"Steffen Koch 0001",
"Tan Tang",
"Wei Chen 0001",
"Yingcai Wu",
"Shixia Liu",
"Thomas Ertl"
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"url": "http://arxiv.org/pdf/2108.03052v1",
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Vis | 2,021 | Rethinking the Ranks of Visual Channels | 10.1109/TVCG.2021.3114684 | Data can be visually represented using visual channels like position, length or luminance. An existing ranking of these visual channels is based on how accurately participants could report the ratio between two depicted values. There is an assumption that this ranking should hold for different tasks and for different n... | false | false | [
"Caitlyn M. McColeman",
"Fumeng Yang",
"Timothy F. Brady",
"Steven Franconeri"
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"url": "http://arxiv.org/pdf/2107.11367v1",
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Vis | 2,021 | Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study | 10.1109/TVCG.2021.3114694 | Dimensionality Reduction (DR) techniques can generate 2D projections and enable visual exploration of cluster structures of high-dimensional datasets. However, different DR techniques would yield various patterns, which significantly affect the performance of visual cluster analysis tasks. We present the results of a u... | false | false | [
"Jiazhi Xia",
"Yuchen Zhang",
"Jie Song",
"Yang Chen",
"Yunhai Wang",
"Shixia Liu"
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Vis | 2,021 | Rotate or Wrap? Interactive Visualisations of Cyclical Data on Cylindrical or Toroidal Topologies | 10.1109/TVCG.2021.3114693 | In this paper, we report on a study of visual representations for cyclical data and the effect of interactively wrapping a bar chart ‘around its boundaries’. Compared to linear bar chart, polar (or radial) visualisations have the advantage that cyclical data can be presented continuously without mentally bridging the v... | false | false | [
"Kun-Ting Chen",
"Tim Dwyer",
"Benjamin Bach",
"Kim Marriott"
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Vis | 2,021 | Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data | 10.1109/TVCG.2021.3114786 | Inspection of tissues using a light microscope is the primary method of diagnosing many diseases, notably cancer. Highly multiplexed tissue imaging builds on this foundation, enabling the collection of up to 60 channels of molecular information plus cell and tissue morphology using antibody staining. This provides uniq... | false | false | [
"Jared Jessup",
"Robert Krüger",
"Simon Warchol",
"John Hoffer",
"Jeremy Muhlich",
"Cecily C. Ritch",
"Giorgio Gaglia",
"Shannon Coy",
"Yu-An Chen",
"Jia-Ren Lin",
"Sandro Santagata",
"Peter K. Sorger",
"Hanspeter Pfister"
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"name": "Fast Forward",
"url": "https://youtu.be/Y2tGl2r8v6U",
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Vis | 2,021 | Seek for Success: A Visualization Approach for Understanding the Dynamics of Academic Careers | 10.1109/TVCG.2021.3114790 | How to achieve academic career success has been a long-standing research question in social science research. With the growing availability of large-scale well-documented academic profiles and career trajectories, scholarly interest in career success has been reinvigorated, which has emerged to be an active research do... | false | false | [
"Yifang Wang 0001",
"Tai-Quan Peng",
"Huihua Lu",
"Haoren Wang",
"Xiao Xie",
"Huamin Qu",
"Yingcai Wu"
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Vis | 2,021 | Semantic Snapping for Guided Multi-View Visualization Design | 10.1109/TVCG.2021.3114860 | Visual information displays are typically composed of multiple visualizations that are used to facilitate an understanding of the underlying data. A common example are dashboards, which are frequently used in domains such as finance, process monitoring and business intelligence. However, users may not be aware of exist... | false | false | [
"Yngve Sekse Kristiansen",
"Laura A. Garrison",
"Stefan Bruckner"
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Vis | 2,021 | Sequen-C: A Multilevel Overview of Temporal Event Sequences | 10.1109/TVCG.2021.3114868 | Building a visual overview of temporal event sequences with an optimal level-of-detail (i.e. simplified but informative) is an ongoing challenge - expecting the user to zoom into every important aspect of the overview can lead to missing insights. We propose a technique to build a multilevel overview of event sequences... | false | false | [
"Jessica Magallanes",
"Tony Stone",
"Paul D. Morris",
"Suzanne Mason",
"Steven Wood",
"Maria-Cruz Villa-Uriol"
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Vis | 2,021 | Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making | 10.1109/TVCG.2021.3114864 | Machine learning (ML) is being applied to a diverse and ever-growing set of domains. In many cases, domain experts - who often have no expertise in ML or data science - are asked to use ML predictions to make high-stakes decisions. Multiple ML usability challenges can appear as result, such as lack of user trust in the... | false | false | [
"Alexandra Zytek",
"Dongyu Liu",
"Rhema Vaithianathan",
"Kalyan Veeramachaneni"
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Vis | 2,021 | SightBi: Exploring Cross-View Data Relationships with Biclusters | 10.1109/TVCG.2021.3114801 | Multiple-view visualization (MV) has been heavily used in visual analysis tools for sensemaking of data in various domains (e.g., bioinformatics, cybersecurity and text analytics). One common task of visual analysis with multiple views is to relate data across different views. For example, to identify threats, an intel... | false | false | [
"Maoyuan Sun",
"Abdul Rahman Shaikh",
"Hamed Alhoori",
"Jian Zhao 0010"
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Vis | 2,021 | Simultaneous Matrix Orderings for Graph Collections | 10.1109/TVCG.2021.3114773 | Undirected graphs are frequently used to model phenomena that deal with interacting objects, such as social networks, brain activity and communication networks. The topology of an undirected graph $G$ can be captured by an adjacency matrix; this matrix in turn can be visualized directly to give insight into the graph s... | false | false | [
"Nathan van Beusekom",
"Wouter Meulemans",
"Bettina Speckmann"
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Vis | 2,021 | SPEULER: Semantics-preserving Euler Diagrams | 10.1109/TVCG.2021.3114834 | Creating comprehensible visualizations of highly overlapping set-typed data is a challenging task due to its complexity. To facilitate insights into set connectivity and to leverage semantic relations between intersections, we propose a fast two-step layout technique for Euler diagrams that are both well-matched and we... | false | false | [
"Rebecca Kehlbeck",
"Jochen Görtler",
"Yunhai Wang",
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Vis | 2,021 | STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes | 10.1109/TVCG.2021.3114815 | We present STNet, an end-to-end generative framework that synthesizes spatiotemporal super-resolution volumes with high fidelity for time-varying data. STNet includes two modules: a generator and a spatiotemporal discriminator. The input to the generator is two low-resolution volumes at both ends, and the output is the... | false | false | [
"Jun Han 0010",
"Hao Zheng 0006",
"Danny Ziyi Chen",
"Chaoli Wang 0001"
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Vis | 2,021 | STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations | 10.1109/TVCG.2021.3114756 | Node-link visualizations are a familiar and powerful tool for displaying the relationships in a network. The readability of these visualizations highly depends on the spatial layout used for the nodes. In this paper, we focus on computing layered layouts, in which nodes are aligned on a set of parallel axes to better e... | false | false | [
"Sara Di Bartolomeo",
"Mirek Riedewald",
"Wolfgang Gatterbauer",
"Cody Dunne"
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Vis | 2,021 | TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports | 10.1109/TVCG.2021.3114832 | Event sequence mining is often used to summarize patterns from hundreds of sequences but faces special challenges when handling racket sports data. In racket sports (e.g., tennis and badminton), a player hitting the ball is considered a multivariate event consisting of multiple attributes (e.g., hit technique and ball ... | false | false | [
"Jiang Wu",
"Dongyu Liu",
"Ziyang Guo",
"Qingyang Xu",
"Yingcai Wu"
] | [] | [] | [] |
Vis | 2,021 | THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy | 10.1109/TVCG.2021.3114810 | Although cancer patients survive years after oncologic therapy, they are plagued with long-lasting or permanent residual symptoms, whose severity, rate of development, and resolution after treatment vary largely between survivors. The analysis and interpretation of symptoms is complicated by their partial co-occurrence... | false | false | [
"Carla Floricel",
"Nafiul Nipu",
"Mikayla Biggs",
"Andrew Wentzel",
"Guadalupe Canahuate",
"Lisanne van Dijk",
"Abdallah Sherif Radwan Mohamed",
"Clifton D. Fuller",
"G. Elisabeta Marai"
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Vis | 2,021 | The Weighted Average Illusion: Biases in Perceived Mean Position in Scatterplots | 10.1109/TVCG.2021.3114783 | Scatterplots can encode a third dimension by using additional channels like size or color (e.g. bubble charts). We explore a potential misinterpretation of trivariate scatterplots, which we call the weighted average illusion, where locations of larger and darker points are given more weight toward x- and y-mean estimat... | false | false | [
"Matt-Heun Hong",
"Jessica K. Witt",
"Danielle Albers Szafir"
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Vis | 2,021 | ThreadStates: State-based Visual Analysis of Disease Progression | 10.1109/TVCG.2021.3114840 | A growing number of longitudinal cohort studies are generating data with extensive patient observations across multiple timepoints. Such data offers promising opportunities to better understand the progression of diseases. However, these observations are usually treated as general events in existing visual analysis too... | false | false | [
"Qianwen Wang",
"Tali Mazor",
"Theresa Harbig",
"Ethan Cerami",
"Nils Gehlenborg"
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"name": "Fast Forward",
"url": "https://youtu.be/BuripTHkSKk",
"icon": "video"
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] |
Vis | 2,021 | TIVEE: Visual Exploration and Explanation of Badminton Tactics in Immersive Visualizations | 10.1109/TVCG.2021.3114861 | Tactic analysis is a major issue in badminton as the effective usage of tactics is the key to win. The tactic in badminton is defined as a sequence of consecutive strokes. Most existing methods use statistical models to find sequential patterns of strokes and apply 2D visualizations such as glyphs and statistical chart... | false | false | [
"Xiangtong Chu",
"Xiao Xie",
"Shuainan Ye",
"Haolin Lu",
"Hongguang Xiao",
"Zeqing Yuan",
"Zhutian Chen",
"Hui Zhang 0051",
"Yingcai Wu"
] | [] | [
"V"
] | [
{
"name": "Fast Forward",
"url": "https://youtu.be/9iJprmMHhfc",
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] |
Vis | 2,021 | Towards replacing physical testing of granular materials with a Topology-based Model | 10.1109/TVCG.2021.3114819 | In the study of packed granular materials, the performance of a sample (e.g., the detonation of a high-energy explosive) often correlates to measurements of a fluid flowing through it. The “effective surface area,” the surface area accessible to the airflow, is typically measured using a permeametry apparatus that rela... | false | false | [
"Aniketh Venkat",
"Attila Gyulassy",
"Graham Kosiba",
"Amitesh Maiti",
"Henry Reinstein",
"Richard Gee",
"Peer-Timo Bremer",
"Valerio Pascucci"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2109.08777v1",
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Vis | 2,021 | Towards Understanding Sensory Substitution for Accessible Visualization: An Interview Study | 10.1109/TVCG.2021.3114829 | For all its potential in supporting data analysis, particularly in exploratory situations, visualization also creates barriers: accessibility for blind and visually impaired individuals. Regardless of how effective a visualization is, providing equal access for blind users requires a paradigm shift for the visualizatio... | false | false | [
"Pramod Chundury",
"Biswaksen Patnaik",
"Yasmin Reyazuddin",
"Christine Tang",
"Jonathan Lazar",
"Niklas Elmqvist"
] | [] | [] | [] |
Vis | 2,021 | Towards Visual Explainable Active Learning for Zero-Shot Classification | 10.1109/TVCG.2021.3114793 | Zero-shot classification is a promising paradigm to solve an applicable problem when the training classes and test classes are disjoint. Achieving this usually needs experts to externalize their domain knowledge by manually specifying a class-attribute matrix to define which classes have which attributes. Designing a s... | false | false | [
"Shichao Jia",
"Zeyu Li 0003",
"Nuo Chen",
"Jiawan Zhang"
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{
"name": "Fast Forward",
"url": "https://youtu.be/uDq00Plsct4",
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Vis | 2,021 | Understanding Data Visualization Design Practice | 10.1109/TVCG.2021.3114959 | Professional roles for data visualization designers are growing in popularity, and interest in relationships between the academic research and professional practice communities is gaining traction. However, despite the potential for knowledge sharing between these communities, we have little understanding of the ways i... | false | false | [
"Paul Parsons"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2108.07855v1",
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Vis | 2,021 | Untidy Data: The Unreasonable Effectiveness of Tables | 10.1109/TVCG.2021.3114830 | Working with data in table form is usually considered a preparatory and tedious step in the sensemaking pipeline; a way of getting the data ready for more sophisticated visualization and analytical tools. But for many people, spreadsheets — the quintessential table tool — remain a critical part of their information eco... | false | false | [
"Lyn Bartram",
"Michael Correll",
"Melanie Tory"
] | [] | [
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"V"
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"url": "http://arxiv.org/pdf/2106.15005v1",
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{
"name": "Fast Forward",
"url": "https://youtu.be/XZl6DopUlDo",
"icon": "video"
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] |
Vis | 2,021 | VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models | 10.1109/TVCG.2021.3114836 | Machine learning (ML) is increasingly applied to Electronic Health Records (EHRs) to solve clinical prediction tasks. Although many ML models perform promisingly, issues with model transparency and interpretability limit their adoption in clinical practice. Directly using existing explainable ML techniques in clinical ... | false | false | [
"Furui Cheng",
"Dongyu Liu",
"Fan Du",
"Yanna Lin",
"Alexandra Zytek",
"Haomin Li",
"Huamin Qu",
"Kalyan Veeramachaneni"
] | [
"HM"
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"url": "http://arxiv.org/pdf/2108.02550v2",
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{
"name": "Fast Forward",
"url": "https://youtu.be/PnAxWRLKgFY",
"icon": "video"
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] |
Vis | 2,021 | VideoModerator: A Risk-aware Framework for Multimodal Video Moderation in E-Commerce | 10.1109/TVCG.2021.3114781 | Video moderation, which refers to remove deviant or explicit content from e-commerce livestreams, has become prevalent owing to social and engaging features. However, this task is tedious and time consuming due to the difficulties associated with watching and reviewing multimodal video content, including video frames a... | false | false | [
"Tan Tang",
"Yanhong Wu",
"Yingcai Wu",
"Lingyun Yu 0001",
"Yuhong Li"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2109.03479v1",
"icon": "paper"
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] |
Vis | 2,021 | VisQA: X-raying Vision and Language Reasoning in Transformers | 10.1109/TVCG.2021.3114683 | Visual Question Answering systems target answering open-ended textual questions given input images. They are a testbed for learning high-level reasoning with a primary use in HCI, for instance assistance for the visually impaired. Recent research has shown that state-of-the-art models tend to produce answers exploiting... | false | false | [
"Theo Jaunet",
"Corentin Kervadec",
"Romain Vuillemot",
"Grigory Antipov",
"Moez Baccouche",
"Christian Wolf 0001"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2104.00926v2",
"icon": "paper"
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] |
Vis | 2,021 | Visual Analysis of Hyperproperties for Understanding Model Checking Results | 10.1109/TVCG.2021.3114866 | Model checkers provide algorithms for proving that a mathematical model of a system satisfies a given specification. In case of a violation, a counterexample that shows the erroneous behavior is returned. Understanding these counterexamples is challenging, especially for hyperproperty specifications, i.e., specificatio... | false | false | [
"Tom Horak",
"Norine Coenen",
"Niklas Metzger 0001",
"Christopher Hahn",
"Tamara Flemisch",
"Julián Méndez 0001",
"Dennis Dimov",
"Bernd Finkbeiner",
"Raimund Dachselt"
] | [] | [
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"V"
] | [
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"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2108.03698v1",
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{
"name": "Fast Forward",
"url": "https://youtu.be/Si3Hw35NWXg",
"icon": "video"
}
] |
Vis | 2,021 | Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways | 10.1109/TVCG.2021.3114823 | Well-designed data visualizations can lead to more powerful and intuitive processing by a viewer. To help a viewer intuitively compare values to quickly generate key takeaways, visualization designers can manipulate how data values are arranged in a chart to afford particular comparisons. Using simple bar charts as a c... | false | false | [
"Cindy Xiong",
"Vidya Setlur",
"Benjamin Bach",
"Eunyee Koh",
"Kylie Lin",
"Steven Franconeri"
] | [] | [
"P",
"V"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2108.06370v1",
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{
"name": "Fast Forward",
"url": "https://youtu.be/uQWXEvr8Qlc",
"icon": "video"
}
] |
Vis | 2,021 | Visual Evaluation for Autonomous Driving | 10.1109/TVCG.2021.3114777 | Autonomous driving technologies often use state-of-the-art artificial intelligence algorithms to understand the relationship between the vehicle and the external environment, to predict the changes of the environment, and then to plan and control the behaviors of the vehicle accordingly. The complexity of such technolo... | false | false | [
"Yijie Hou",
"Chengshun Wang",
"Junhong Wang",
"Xiangyang Xue",
"Xiaolong Zhang 0001",
"Jun Zhu",
"Dongliang Wang",
"Siming Chen 0001"
] | [] | [
"V"
] | [
{
"name": "Fast Forward",
"url": "https://youtu.be/r2DuL5JMX_0",
"icon": "video"
}
] |
Vis | 2,021 | Visualization Equilibrium | 10.1109/TVCG.2021.3114842 | In many real-world strategic settings, people use information displays to make decisions. In these settings, an information provider chooses which information to provide to strategic agents and how to present it, and agents formulate a best response based on the information and their anticipation of how others will beh... | false | false | [
"Paula Kayongo",
"Glenn Sun",
"Jason D. Hartline",
"Jessica Hullman"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2108.04953v1",
"icon": "paper"
}
] |
Vis | 2,021 | Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs) | 10.1109/TVCG.2021.3114679 | Probabilistic graphs are challenging to visualize using the traditional node-link diagram. Encoding edge probability using visual variables like width or fuzziness makes it difficult for users of static network visualizations to estimate network statistics like densities, isolates, path lengths, or clustering under unc... | false | false | [
"Dongping Zhang",
"Eytan Adar",
"Jessica Hullman"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2108.09870v1",
"icon": "paper"
}
] |
Vis | 2,021 | VITALITY: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics | 10.1109/TVCG.2021.3114820 | There are a few prominent practices for conducting reviews of academic literature, including searching for specific keywords on Google Scholar or checking citations from some initial seed paper(s). These approaches serve a critical purpose for academic literature reviews, yet there remain challenges in identifying rele... | false | false | [
"Arpit Narechania",
"Alireza Karduni",
"Ryan Wesslen",
"Emily Wall"
] | [] | [] | [] |
Vis | 2,021 | VizLinter: A Linter and Fixer Framework for Data Visualization | 10.1109/TVCG.2021.3114804 | Despite the rising popularity of automated visualization tools, existing systems tend to provide direct results which do not always fit the input data or meet visualization requirements. Therefore, additional specification adjustments are still required in real-world use cases. However, manual adjustments are difficult... | false | false | [
"Qing Chen 0001",
"Fuling Sun",
"Xinyue Xu",
"Zui Chen",
"Jiazhe Wang",
"Nan Cao"
] | [] | [
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"V"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2108.10299v1",
"icon": "paper"
},
{
"name": "Fast Forward",
"url": "https://youtu.be/GGLacuuuUdo",
"icon": "video"
}
] |
Vis | 2,021 | VizSnippets: Compressing Visualization Bundles Into Representative Previews for Browsing Visualization Collections | 10.1109/TVCG.2021.3114841 | Visualization collections, accessed by platforms such as Tableau Online or Power Bl, are used by millions of people to share and access diverse analytical knowledge in the form of interactive visualization bundles. Result snippets, compact previews of these bundles, are presented to users to help them identify relevant... | false | false | [
"Michael Oppermann",
"Tamara Munzner"
] | [
"HM"
] | [
"V"
] | [
{
"name": "Fast Forward",
"url": "https://youtu.be/3Wrf2_kXLEg",
"icon": "video"
}
] |
Vis | 2,021 | Wasserstein Distances, Geodesics and Barycenters of Merge Trees | 10.1109/TVCG.2021.3114839 | This paper presents a unified computational framework for the estimation of distances, geodesics and barycenters of merge trees. We extend recent work on the edit distance [104] and introduce a new metric, called the Wasserstein distance between merge trees, which is purposely designed to enable efficient computations ... | false | false | [
"Mathieu Pont",
"Jules Vidal",
"Julie Delon",
"Julien Tierny"
] | [] | [
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"V"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2107.07789v2",
"icon": "paper"
},
{
"name": "Fast Forward",
"url": "https://youtu.be/ifVvH0uMW6k",
"icon": "video"
}
] |
Vis | 2,021 | What's the Situation with Situated Visualization? A Survey and Perspectives on Situatedness | 10.1109/TVCG.2021.3114835 | Situated visualization is an emerging concept within visualization, in which data is visualized in situ, where it is relevant to people. The concept has gained interest from multiple research communities, including visualization, human-computer interaction (HCI) and augmented reality. This has led to a range of explora... | false | false | [
"Nathalie Bressa",
"Henrik Korsgaard",
"Aurélien Tabard",
"Steven Houben",
"Jo Vermeulen"
] | [] | [
"V"
] | [
{
"name": "Fast Forward",
"url": "https://youtu.be/fzHGkDlVKdc",
"icon": "video"
}
] |
Vis | 2,021 | Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects | 10.1109/TVCG.2021.3114855 | Semantic segmentation is a critical component in autonomous driving and has to be thoroughly evaluated due to safety concerns. Deep neural network (DNN) based semantic segmentation models are widely used in autonomous driving. However, it is challenging to evaluate DNN-based models due to their black-box-like nature, a... | false | false | [
"Wenbin He",
"Lincan Zou",
"Arvind Kumar Shekar",
"Liang Gou",
"Ren Liu"
] | [] | [
"V"
] | [
{
"name": "Fast Forward",
"url": "https://youtu.be/8vEHnlzLMes",
"icon": "video"
}
] |
EuroVis | 2,021 | A Deeper Understanding of Visualization-Text Interplay in Geographic Data-driven Stories | 10.1111/cgf.14309 | Data‐driven stories comprise of visualizations and a textual narrative. The two representations coexist and complement each other. Although existing research has explored the design strategies and structure of such stories, it remains an open research question how the two representations play together on a detailed lev... | false | false | [
"Shahid Latif",
"Siming Chen 0001",
"Fabian Beck 0001"
] | [] | [] | [] |
EuroVis | 2,021 | A novel approach for exploring annotated data with interactive lenses | 10.1111/cgf.14315 | We introduce a novel approach for assisting users in exploring 2D data representations with an interactive lens. Focus‐and‐context exploration is supported by translating user actions to the joint adjustments in camera and lens parameters that ensure a good placement and sizing of the lens within the view. This general... | false | false | [
"Fabio Bettio",
"Moonisa Ahsan",
"Fabio Marton",
"Enrico Gobbetti"
] | [] | [] | [] |
EuroVis | 2,021 | A Progressive Approach for Uncertainty Visualization in Diffusion Tensor Imaging | 10.1111/cgf.14317 | Diffusion Tensor Imaging (DTI) is a non‐invasive magnetic resonance imaging technique that, combined with fiber tracking algorithms, allows the characterization and visualization of white matter structures in the brain. The resulting fiber tracts are used, for example, in tumor surgery to evaluate the potential brain f... | false | false | [
"Faizan Siddiqui",
"Thomas Höllt",
"Anna Vilanova"
] | [] | [] | [] |
EuroVis | 2,021 | A Survey of Human-Centered Evaluations in Human-Centered Machine Learning | 10.1111/cgf.14329 | Visual analytics systems integrate interactive visualizations and machine learning to enable expert users to solve complex analysis tasks. Applications combine techniques from various fields of research and are consequently not trivial to evaluate. The result is a lack of structure and comparability between evaluations... | false | false | [
"Fabian Sperrle",
"Mennatallah El-Assady",
"Grace Guo",
"Rita Borgo",
"Duen Horng Chau",
"Alex Endert",
"Daniel A. Keim"
] | [] | [] | [] |
EuroVis | 2,021 | A Visual Designer of Layer-wise Relevance Propagation Models | 10.1111/cgf.14302 | Layer‐wise Relevance Propagation (LRP) is an emerging and widely‐used method for interpreting the prediction results of convolutional neural networks (CNN). LRP developers often select and employ different relevance backpropagation rules and parameters, to compute relevance scores on input images. However, there exists... | false | false | [
"Xinyi Huang",
"Suphanut Jamonnak",
"Ye Zhao 0003",
"Tsung Heng Wu",
"Wei Xu 0020"
] | [] | [] | [] |
EuroVis | 2,021 | Accessible Visualization: Design Space, Opportunities, and Challenges | 10.1111/cgf.14298 | Visualizations are now widely used across disciplines to understand and communicate data. The benefit of visualizations lies in leveraging our natural visual perception. However, the sole dependency on vision can produce unintended discrimination against people with visual impairments. While the visualization field has... | false | false | [
"Nam Wook Kim",
"Shakila Cherise Joyner",
"Amalia Riegelhuth",
"Yea-Seul Kim"
] | [] | [] | [] |
EuroVis | 2,021 | Animated Presentation of Static Infographics with InfoMotion | 10.1111/cgf.14325 | By displaying visual elements logically in temporal order, animated infographics can help readers better understand layers of information expressed in an infographic. While many techniques and tools target the quick generation of static infographics, few support animation designs. We propose InfoMotion that automatical... | false | false | [
"Yun Wang 0012",
"Yi Gao",
"Ray Huang",
"Weiwei Cui",
"Haidong Zhang",
"Dongmei Zhang 0001"
] | [] | [] | [] |
EuroVis | 2,021 | AutoClips: An Automatic Approach to Video Generation from Data Facts | 10.1111/cgf.14324 | Data videos, a storytelling genre that visualizes data facts with motion graphics, are gaining increasing popularity among data journalists, non‐profits, and marketers to communicate data to broad audiences. However, crafting a data video is often time‐consuming and asks for various domain knowledge such as data visual... | false | false | [
"D. Shi",
"F. Sun",
"X. Xu",
"Xingyu Lan",
"David Gotz",
"Nan Cao"
] | [] | [] | [] |
EuroVis | 2,021 | Automatic Improvement of Continuous Colormaps in Euclidean Colorspaces | 10.1111/cgf.14313 | Colormapping is one of the simplest and most widely used data visualization methods within and outside the visualization community. Uniformity, order, discriminative power, and smoothness of continuous colormaps are the most important criteria for evaluating and potentially improving colormaps. We present a local and a... | false | false | [
"Pascal Nardini",
"Min Chen 0001",
"Michael Böttinger",
"Gerik Scheuermann",
"Roxana Bujack"
] | [] | [] | [] |
EuroVis | 2,021 | Boundary Objects in Design Studies: Reflections on the Collaborative Creation of Isochrone Maps | 10.1111/cgf.14312 | We propose to take an artifact‐centric approach to design studies by leveraging the concept of boundary object. Design studies typically focus on processes and articulate design decisions in a project‐specific context with a goal of transferability. We argue that design studies could benefit from paying attention to th... | false | false | [
"Romain Vuillemot",
"Ph. Rivière",
"Anaëlle Beignon",
"Aurélien Tabard"
] | [] | [] | [] |
EuroVis | 2,021 | ClusterSets: Optimizing Planar Clusters in Categorical Point Data | 10.1111/cgf.14322 | In geographic data analysis, one is often given point data of different categories (such as facilities of a university categorized by department). Drawing upon recent research on set visualization, we want to visualize category membership by connecting points of the same category with visual links. Existing approaches ... | false | false | [
"Jakob Geiger",
"Sabine Cornelsen",
"Jan-Henrik Haunert",
"Philipp Kindermann",
"Tamara Mchedlidze",
"Martin Nöllenburg",
"Yoshio Okamoto",
"Alexander Wolff 0001"
] | [] | [] | [] |
EuroVis | 2,021 | Color Nameability Predicts Inference Accuracy in Spatial Visualizations | 10.1111/cgf.14288 | Color encoding is foundational to visualizing quantitative data. Guidelines for colormap design have traditionally emphasized perceptual principles, such as order and uniformity. However, colors also evoke cognitive and linguistic associations whose role in data interpretation remains underexplored. We study how two li... | false | false | [
"Khairi Reda",
"Amey A. Salvi",
"Jack Gray",
"Michael E. Papka"
] | [
"BP"
] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "https://osf.io/wdvzt",
"icon": "paper"
}
] |
EuroVis | 2,021 | CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling | 10.1111/cgf.14286 | Communication consists of both meta‐information as well as content. Currently, the automated analysis of such data often focuses either on the network aspects via social network analysis or on the content, utilizing methods from text‐mining. However, the first category of approaches does not leverage the rich content i... | false | false | [
"Maximilian T. Fischer",
"Daniel Seebacher",
"Rita Sevastjanova",
"Daniel A. Keim",
"Mennatallah El-Assady"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2106.06334v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Compressive Neural Representations of Volumetric Scalar Fields | 10.1111/cgf.14295 | We present an approach for compressing volumetric scalar fields using implicit neural representations. Our approach represents a scalar field as a learned function, wherein a neural network maps a point in the domain to an output scalar value. By setting the number of weights of the neural network to be smaller than th... | false | false | [
"Yuzhe Lu",
"Kairong Jiang",
"Joshua A. Levine",
"Matthew Berger"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2104.04523v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Daisen: A Framework for Visualizing Detailed GPU Execution | 10.1111/cgf.14303 | Graphics Processing Units (GPUs) have been widely used to accelerate artificial intelligence, physics simulation, medical imaging, and information visualization applications. To improve GPU performance, GPU hardware designers need to identify performance issues by inspecting a huge amount of simulator‐generated traces.... | false | false | [
"Yifan Sun 0002",
"Yixuan Zhang",
"Ali Mosallaei",
"Michael D. Shah",
"Cody Dunne",
"David R. Kaeli"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2104.00828v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Data to Physicalization: A Survey of the Physical Rendering Process | 10.1111/cgf.14330 | Physical representations of data offer physical and spatial ways of looking at, navigating, and interacting with data. While digital fabrication has facilitated the creation of objects with data‐driven geometry, rendering data as a physically fabricated object is still a daunting leap for many physicalization designers... | false | false | [
"Hessam Djavaherpour",
"Faramarz F. Samavati",
"Ali Mahdavi-Amiri",
"Fatemeh Yazdanbakhsh",
"Samuel Huron",
"Richard Levy",
"Yvonne Jansen",
"Lora Oehlberg"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2102.11175v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Design Patterns and Trade-Offs in Responsive Visualization for Communication | 10.1111/cgf.14321 | Increased access to mobile devices motivates the need to design communicative visualizations that are responsive to varying screen sizes. However, relatively little design guidance or tooling is currently available to authors. We contribute a detailed characterization of responsive visualization strategies in communica... | false | false | [
"Hyeok Kim",
"Dominik Moritz",
"Jessica Hullman"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2104.07724v2",
"icon": "paper"
}
] |
EuroVis | 2,021 | Design Space of Origin-Destination Data Visualization | 10.1111/cgf.14310 | Visualization is an essential tool for observing and analyzing origin‐destination (OD) data, which encodes flows between geographic locations, e.g., in applications concerning commuting, migration, and transport of goods. However, depicting OD data often encounter issues of cluttering and occlusion. To address these is... | false | false | [
"Martijn Tennekes",
"Min Chen 0001"
] | [] | [] | [] |
EuroVis | 2,021 | Exploring Multi-dimensional Data via Subset Embedding | 10.1111/cgf.14290 | Multi‐dimensional data exploration is a classic research topic in visualization. Most existing approaches are designed for identifying record patterns in dimensional space or subspace. In this paper, we propose a visual analytics approach to exploring subset patterns. The core of the approach is a subset embedding netw... | false | false | [
"Peng Xie",
"Wenyuan Tao",
"Jie Li 0006",
"Wentao Huang",
"Siming Chen 0001"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2104.11867v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Guided Stable Dynamic Projections | 10.1111/cgf.14291 | Projections aim to convey the relationships and similarity of high‐dimensional data in a low‐dimensional representation. Most such techniques are designed for static data. When used for time‐dependent data, they usually fail to create a stable and suitable low dimensional representation. We propose two dynamic projecti... | false | false | [
"Eduardo Faccin Vernier",
"João Luiz Dihl Comba",
"Alexandru C. Telea"
] | [] | [] | [] |
EuroVis | 2,021 | Hornero: Thunderstorms Characterization using Visual Analytics | 10.1111/cgf.14308 | Analyzing the evolution of thunderstorms is critical in determining the potential for the development of severe weather events. Existing visualization systems for short‐term weather forecasting (nowcasting) allow for basic analysis and prediction of storm developments. However, they lack advanced visual features for ef... | false | false | [
"Alexandra Diehl",
"Leandro Pelorosso",
"Juan Ruiz 0002",
"Renato Pajarola",
"M. Eduard Gröller",
"Stefan Bruckner"
] | [] | [] | [] |
EuroVis | 2,021 | Implicit Modeling of Patient-Specific Aortic Dissections with Elliptic Fourier Descriptors | 10.1111/cgf.14318 | Aortic dissection is a life‐threatening vascular disease characterized by abrupt formation of a new flow channel (false lumen) within the aortic wall. Survivors of the acute phase remain at high risk for late complications, such as aneurysm formation, rupture, and death. Morphologic features of aortic dissection determ... | false | false | [
"Gabriel Mistelbauer",
"Christian Rössl",
"Kathrin Bäumler",
"Bernhard Preim",
"Dominik Fleischmann"
] | [] | [] | [] |
EuroVis | 2,021 | iQUANT: Interactive Quantitative Investment Using Sparse Regression Factors | 10.1111/cgf.14299 | The model‐based investing using financial factors is evolving as a principal method for quantitative investment. The main challenge lies in the selection of effective factors towards excess market returns. Existing approaches, either hand‐picking factors or applying feature selection algorithms, do not orchestrate both... | false | false | [
"Xuanwu Yue",
"Qiao Gu",
"Deyun Wang",
"Huamin Qu",
"Yong Wang 0021"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2104.11485v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement | 10.1111/cgf.14301 | Mixed‐initiative visual analytics systems support collaborative human‐machine decision‐making processes. However, many multi‐objective optimization tasks, such as topic model refinement, are highly subjective and context‐dependent. Hence, systems need to adapt their optimization suggestions throughout the interactive r... | false | false | [
"Fabian Sperrle",
"Hanna Schäfer",
"Daniel A. Keim",
"Mennatallah El-Assady"
] | [] | [] | [] |
EuroVis | 2,021 | Leveraging Topological Events in Tracking Graphs for Understanding Particle Diffusion | 10.1111/cgf.14304 | Single particle tracking (SPT) of fluorescent molecules provides significant insights into the diffusion and relative motion of tagged proteins and other structures of interest in biology. However, despite the latest advances in high‐resolution microscopy, individual particles are typically not distinguished from clust... | false | false | [
"Torin McDonald",
"Rebika Shrestha",
"Xiyu Yi",
"Harsh Bhatia",
"De Chen",
"Debanjan Goswami",
"Valerio Pascucci",
"Thomas Turbyville",
"Peer-Timo Bremer"
] | [] | [] | [] |
EuroVis | 2,021 | Line Weaver: Importance-Driven Order Enhanced Rendering of Dense Line Charts | 10.1111/cgf.14316 | Line charts are an effective and widely used technique for visualizing series of ordered two‐dimensional data points. The relationship between consecutive points is indicated by connecting line segments, revealing potential trends or clusters in the underlying data. However, when dealing with an increasing number of li... | false | false | [
"Thomas Trautner",
"Stefan Bruckner"
] | [] | [] | [] |
EuroVis | 2,021 | Local Extraction of 3D Time-Dependent Vector Field Topology | 10.1111/cgf.14293 | We present an approach to local extraction of 3D time‐dependent vector field topology. In this concept, Lagrangian coherent structures, which represent the separating manifolds in time‐dependent transport, correspond to generalized streak manifolds seeded along hyperbolic path surfaces (HPSs). Instead of expensive and ... | false | false | [
"Lutz Hofmann",
"Filip Sadlo"
] | [] | [] | [] |
EuroVis | 2,021 | Optimal Axes for Data Value Estimation in Star Coordinates and Radial Axes Plots | 10.1111/cgf.14323 | Radial axes plots are projection methods that represent high‐dimensional data samples as points on a two‐dimensional plane. These techniques define mappings through a set of axis vectors, each associated with a data variable, which users can manipulate interactively to create different plots and analyze data from multi... | false | false | [
"Manuel Rubio-Sánchez",
"Dirk J. Lehmann",
"Alberto Sánchez 0001",
"José Luis Rojo-Álvarez"
] | [] | [] | [] |
EuroVis | 2,021 | Parameterized Splitting of Summed Volume Tables | 10.1111/cgf.14294 | Summed Volume Tables (SVTs) allow one to compute integrals over the data values in any cubical area of a three‐dimensional orthogonal grid in constant time, and they are especially interesting for building spatial search structures for sparse volumes. However, SVTs become extremely memory consuming due to the large val... | false | false | [
"Christian Reinbold",
"Rüdiger Westermann"
] | [] | [] | [] |
EuroVis | 2,021 | ParSetgnostics: Quality Metrics for Parallel Sets | 10.1111/cgf.14314 | While there are many visualization techniques for exploring numeric data, only a few work with categorical data. One prominent example is Parallel Sets, showing data frequencies instead of data points ‐ analogous to parallel coordinates for numerical data. As nominal data does not have an intrinsic order, the design of... | false | false | [
"Frederik L. Dennig",
"Maximilian T. Fischer",
"Michael Blumenschein",
"Johannes Fuchs 0001",
"Daniel A. Keim",
"Evanthia Dimara"
] | [] | [] | [] |
EuroVis | 2,021 | ProBGP: Progressive Visual Analytics of Live BGP Updates | 10.1111/cgf.14287 | The global routing network is the backbone of the Internet. However, it is quite vulnerable to attacks that cause major disruptions or routing manipulations. Prior related works have visualized routing path changes with node link diagrams, but it requires strong domain expertise to understand if a routing change betwee... | false | false | [
"Alex Ulmer",
"David Sessler",
"Jörn Kohlhammer"
] | [] | [] | [] |
EuroVis | 2,021 | Public Data Visualization: Analyzing Local Running Statistics on Situated Displays | 10.1111/cgf.14297 | Popular sports tracking applications allow athletes to share and compare their personal performance data with others. Visualizing this data in relevant public settings can be beneficial in provoking novel types of opportunistic and communal sense‐making. We investigated this premise by situating an analytical visualiza... | false | false | [
"Jorgos Coenen",
"Andrew Vande Moere"
] | [] | [] | [] |
EuroVis | 2,021 | Scalar Field Comparison with Topological Descriptors: Properties and Applications for Scientific Visualization | 10.1111/cgf.14331 | In topological data analysis and visualization, topological descriptors such as persistence diagrams, merge trees, contour trees, Reeb graphs, and Morse–Smale complexes play an essential role in capturing the shape of scalar field data. We present a state‐of‐the‐art report on scalar field comparison using topological d... | false | false | [
"Lin Yan",
"Talha Bin Masood",
"Raghavendra Sridharamurthy",
"Farhan Rasheed",
"Vijay Natarajan",
"Ingrid Hotz",
"Bei Wang 0001"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2106.00157v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | SenVis: Interactive Tensor-based Sensitivity Visualization | 10.1111/cgf.14306 | Sobol's method is one of the most powerful and widely used frameworks for global sensitivity analysis, and it maps every possible combination of input variables to an associated Sobol index. However, these indices are often challenging to analyze in depth, due in part to the lack of suitable, flexible enough, and fast‐... | false | false | [
"Haiyan Yang",
"Rafael Ballester-Ripoll",
"Renato Pajarola"
] | [] | [] | [] |
EuroVis | 2,021 | SumRe: Design and Evaluation of a Gist-based Summary Visualization for Incident Reports Triage | 10.1111/cgf.14305 | Incident report triage is a common endeavor in many industry sectors, often coupled with serious public safety implications. For example, at the US Food and Drug Administration (FDA), analysts triage an influx of incident reports to identify previously undiscovered drug safety problems. However, these analysts currentl... | false | false | [
"Tabassum Kakar",
"Xiao Qin 0003",
"Thang La",
"Sanjay K. Sahoo",
"Suranjan De",
"Elke A. Rundensteiner",
"Lane Harrison"
] | [] | [] | [] |
EuroVis | 2,021 | Texture Browser: Feature-based Texture Exploration | 10.1111/cgf.14292 | Texture is a key characteristic in the definition of the physical appearance of an object and a crucial element in the creation process of 3D artists. However, retrieving a texture that matches an intended look from an image collection is difficult. Contrary to most photo collections, for which object recognition has p... | false | false | [
"Xuejiao Luo",
"Leonardo Scandolo",
"Elmar Eisemann"
] | [] | [] | [] |
EuroVis | 2,021 | Thin-Volume Visualization on Curved Domains | 10.1111/cgf.14296 | Thin, curved structures occur in many volumetric datasets. Their analysis using classical volume rendering is difficult because parts of such structures can bend away or hide behind occluding elements. This problem cannot be fully compensated by effective navigation alone, as structure‐adapted navigation in the volume ... | false | false | [
"Felix Herter",
"Hans-Christian Hege",
"Markus Hadwiger",
"Verena Lepper",
"Daniel Baum"
] | [] | [] | [] |
EuroVis | 2,021 | Topography of Violence: Considerations for Ethical and Collaborative Visualization Design | 10.1111/cgf.14285 | Based on a collaborative visualization design process involving sensitive historical data and historiographical expertise, we investigate the relevance of ethical principles in visualization design. While fundamental ethical norms like truthfulness and accuracy are already well‐described and common goals in visualizati... | false | false | [
"Fabian Ehmel",
"Viktoria Brüggemann",
"Marian Dörk"
] | [] | [] | [] |
EuroVis | 2,021 | TourVis: Narrative Visualization of Multi-Stage Bicycle Races | 10.1111/cgf.14327 | There are many multiple‐stage racing competitions in various sports such as swimming, running, or cycling. The wide availability of affordable tracking devices facilitates monitoring the position along with the race of all participants, even for non‐professional contests. Getting real‐time information of contenders is ... | false | false | [
"José Díaz 0003",
"Marta Fort",
"Pere-Pau Vázquez"
] | [] | [] | [] |
EuroVis | 2,021 | Uncertainty-aware Visualization in Medical Imaging - A Survey | 10.1111/cgf.14333 | Medical imaging (image acquisition, image transformation, and image visualization) is a standard tool for clinicians in order to make diagnoses, plan surgeries, or educate students. Each of these steps is affected by uncertainty, which can highly influence the decision‐making process of clinicians. Visualization can he... | false | false | [
"Christina Gillmann",
"Dorothee Saur",
"Thomas Wischgoll",
"Gerik Scheuermann"
] | [] | [] | [] |
EuroVis | 2,021 | Uncertainty-aware Visualization of Regional Time Series Correlation in Spatio-temporal Ensembles | 10.1111/cgf.14326 | Given a time‐varying scalar field, the analysis of correlations between different spatial regions, i.e., the linear dependence of time series within these regions, provides insights into the structural properties of the data. In this context, regions are connected components of the spatial domain with high time series ... | false | false | [
"Marina Evers",
"Karim Huesmann",
"Lars Linsen"
] | [] | [] | [] |
EuroVis | 2,021 | VEHICLE: Validation and Exploration of the Hierarchical Integration of Conflict Event Data | 10.1111/cgf.14284 | The exploration of large‐scale conflicts, as well as their causes and effects, is an important aspect of socio‐political analysis. Since event data related to major conflicts are usually obtained from different sources, researchers developed a semi‐automatic matching algorithm to integrate event data of different origi... | false | false | [
"Benedikt Mayer",
"Kai Lawonn",
"Karsten Donnay",
"Bernhard Preim",
"Monique Meuschke"
] | [] | [] | [] |
EuroVis | 2,021 | VICE: Visual Identification and Correction of Neural Circuit Errors | 10.1111/cgf.14320 | A connectivity graph of neurons at the resolution of single synapses provides scientists with a tool for understanding the nervous system in health and disease. Recent advances in automatic image segmentation and synapse prediction in electron microscopy (EM) datasets of the brain have made reconstructions of neurons p... | false | false | [
"Felix Gonda",
"Xueying Wang",
"Johanna Beyer",
"Markus Hadwiger",
"Jeff W. Lichtman",
"Hanspeter Pfister"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2105.06861v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization | 10.1111/cgf.14300 | During the training phase of machine learning (ML) models, it is usually necessary to configure several hyperparameters. This process is computationally intensive and requires an extensive search to infer the best hyperparameter set for the given problem. The challenge is exacerbated by the fact that most ML models are... | false | false | [
"Angelos Chatzimparmpas",
"Rafael Messias Martins",
"Kostiantyn Kucher",
"Andreas Kerren"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2012.01205v3",
"icon": "paper"
}
] |
EuroVis | 2,021 | Visual Analysis of Electronic Densities and Transitions in Molecules | 10.1111/cgf.14307 | The study of electronic transitions within a molecule connected to the absorption or emission of light is a common task in the process of the design of new materials. The transitions are complex quantum mechanical processes and a detailed analysis requires a breakdown of these processes into components that can be inte... | false | false | [
"Talha Bin Masood",
"Signe Sidwall Thygesen",
"Mathieu Linares",
"Alexei I. Abrikosov",
"Vijay Natarajan",
"Ingrid Hotz"
] | [] | [
"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2106.01215v1",
"icon": "paper"
}
] |
EuroVis | 2,021 | Visual Analysis of Spatio-temporal Phenomena with 1D Projections | 10.1111/cgf.14311 | It is crucial to visually extrapolate the characteristics of their evolution to understand critical spatio‐temporal events such as earthquakes, fires, or the spreading of a disease. Animations embedded in the spatial context can be helpful for understanding details, but have proven to be less effective for overview and... | false | false | [
"Max Franke",
"Henry Martin",
"Steffen Koch 0001",
"Kuno Kurzhals"
] | [] | [] | [] |
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