Search Results - Human-centered computing—Visualization—Visualization techniques

Visualization of Eye Tracking Data: A Taxonomy and Survey by Blascheck, T., Kurzhals, K., Raschke, M., Burch, M., Weiskopf, D., Ertl, T.

“…This survey provides an introduction into eye tracking visualization with an overview of existing techniques…”
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Demonstrating PLUME, a toolbox to Record, Replay, Analyze and Share 6DoF XR Experimental Data by Javerliat, Charles, Villenave, Sophie, Raimbaud, Pierre, Lavoue, Guillaume

“…PLUME is an open-source software toolbox (PLUME Recorder, PLUME Viewer, PLUME Python) for recording, replaying, and analyzing behavioral and physiological data…”
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Quality Metrics for Information Visualization by Behrisch, M., Blumenschein, M., Kim, N. W., Shao, L., El‐Assady, M., Fuchs, J., Seebacher, D., Diehl, A., Brandes, U., Pfister, H., Schreck, T., Weiskopf, D., Keim, D. A.

“…The visualization community has developed to date many intuitions and understandings of how to judge the quality of views in visualizing data. The computation…”
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Matrix Reordering Methods for Table and Network Visualization by Behrisch, Michael, Bach, Benjamin, Henry Riche, Nathalie, Schreck, Tobias, Fekete, Jean-Daniel

“…This survey provides a description of algorithms to reorder visual matrices of tabular data and adjacency matrix of Networks. The goal of this survey is to…”
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Are LLMs ready for Visualization? by Vazquez, Pere-Pau

“…Generative models have received a lot of attention in many areas of academia and the industry. Their capabilities span many areas, from the invention of images…”
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Power, Performance, and Image Quality Tradeoffs in Foveated Rendering by Singh, Rahul, Huzaifa, Muhammad, Liu, Jeffrey, Patney, Anjul, Sharif, Hashim, Zhao, Yifan, Adve, Sarita

“…Extended reality (XR) devices, including augmented, virtual, and mixed reality, provide a deeply immersive experience. However, practical limitations like…”
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Utilizing Typographic Layout to Faithfully and Metaphorically Visualize One Dimensional Chaos by Wang, Dongyang, Lyu, Ruimin, Yang, Guoying

“… The key contributions are twofold: first, a quantitative evaluation of classical chaos visualization techniques is presented, assessing their fidelity in representing chaos intensity…”
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PartFlow: A Visualization Tool for Application Partitioning and Workload Offloading in Mobile Edge Computing by Li, Boda, Li, Minghao, Zhao, Jian, Cai, Wei

“…In mobile edge computing (MEC), one optimization strategy for mobile applications is to offload heavy computing tasks to cloud and edge servers. Constructing…”
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Towards Immersive Comprehension of Software Systems Using Augmented Reality - An Empirical Evaluation by Mehra, Rohit, Sharma, Vibhu Saujanya, Kaulgud, Vikrant, Podder, Sanjay, Burden, Adam P.

“…While traditionally, software comprehension relies on approaches like reading through the code or looking at charts on screens, which are 2D mediums, there…”
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Adaptable Radial Axes Plots for Improved Multivariate Data Visualization by Rubio‐Sánchez, M., Sanchez, A., Lehmann, D. J.

“…Radial axes plots are multivariate visualization techniques that extend scatterplots in order to represent high…”
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SNNVis: Visualizing Graph Embedding of Evolutionary Optimization for Spiking Neural Networks by Chae, Junghoon, Lim, Seung-Hwan, Kulkarni, Shruti, Schuman, Catherine

“…While Spiking Neural Networks (SNNs) show a lot of promise, it is difficult to optimize them because applying traditional gradient-based optimization techniques is difficult…”
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A study of the influence of AR on the perception, comprehension and projection levels of situation awareness by Truong-Allie, Camille, Herbeth, Martin, Paljic, Alexis

“…In this work, we examine how Augmented Reality (AR) impacts user's situation awareness (SA) on elements secondary to an AR-assisted main task, i.e. not…”
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Tapping with a Handheld Stick in VR: Redirection Detection Thresholds for Passive Haptic Feedback by Zhou, Yuqi, Popescu, Voicu

“…This paper investigates providing grounded passive haptic feedback to a user of a VR application through a handheld stick with which the user taps virtual…”
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ParkView: Visualizing Monotone Interleavings by Beurskens, Thijs, Van Den Broek, Steven, Simons, Arjen, Sonke, Willem, Verbeek, Kevin, Ophelders, Tim, Hoffmann, Michael, Speckmann, Bettina

“…Merge trees are a powerful tool from topological data analysis that is frequently used to analyze scalar fields. The similarity between two merge trees can be…”
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Visualization for Spectators in Cybersecurity Competitions by Peng, Chao, Schwartz, David, Johnson, Daryl, Stackpole, Bill, Weeden, Chad, Marcovecchio, Jacob, Richards, Drake, Fogle, Chris, Brown, Christopher, Walrond, Victoria

“…The goal is to raise awareness and encourage learning cybersecurity principles by making competitions appealing to a wider audience. In an effort to make…”
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The State of the Art in Sentiment Visualization by Kucher, Kostiantyn, Paradis, Carita, Kerren, Andreas

“… From basic pie and bar charts used to illustrate customer reviews to extensive visual analytics systems involving novel representations, sentiment visualization techniques have evolved to deal…”
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Detangler: Visual Analytics for Multiplex Networks by Renoust, B., Melançon, G., Munzner, T.

“… We contribute two novel techniques that allow the user to analyze the complex structure of the multiplex network without the extreme visual clutter that would result from simply showing it directly…”
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Interactive Attention Model Explorer for Natural Language Processing Tasks with Unbalanced Data Sizes by Dong, Zhihang, Wu, Tongshuang, Song, Sicheng, Zhang, Mingrui

“…Conventional attention visualization tools compromise either the readability or the information conveyed when documents are lengthy, especially when these…”
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IATK: An Immersive Analytics Toolkit by Cordeil, Maxime, Cunningham, Andrew, Bach, Benjamin, Hurter, Christophe, Thomas, Bruce H., Marriott, Kim, Dwyer, Tim

“…We introduce IATK, the Immersive Analytics Toolkit, a software package for Unity that allows interactive authoring and exploration of data visualisation in…”
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Are We There Yet? A Roadmap of Network Visualization from Surveys to Task Taxonomies by Filipov, Velitchko, Arleo, Alessio, Miksch, Silvia

“…Networks are and ubiquitous data structures, defined as a set of data points and relationships between them. Network visualization provides meaningful…”
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