Search Results - Challenges for scalable interactive visualization

Scalable Interactive Visualization by Gunther H. Weber (Ed.), Achim Ebert (Ed.)

“…—similarities, outliers, structures, origin, etc. Interactive visualization provides an interface to this data that can help gleaning valuable information from it, thus…”
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Gosling: A Grammar-based Toolkit for Scalable and Interactive Genomics Data Visualization by LYi, Sehi, Wang, Qianwen, Lekschas, Fritz, Gehlenborg, Nils

“… To address this challenge, we designed Gosling-a grammar for interactive and scalable genomics data visualization…”
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Scalable Interactive Visualization for Connectomics by Haehn, Daniel, Hoffer, John, Matejek, Brian, Suissa-Peleg, Adi, Al-Awami, Ali, Kamentsky, Lee, Gonda, Felix, Meng, Eagon, Zhang, William, Schalek, Richard, Wilson, Alyssa, Parag, Toufiq, Beyer, Johanna, Kaynig, Verena, Jones, Thouis, Tompkin, James, Hadwiger, Markus, Lichtman, Jeff, Pfister, Hanspeter

“… As such, we present the BUTTERFLY middleware, a scalable platform that can handle massive data for interactive visualization in connectomics…”
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reVISit: Supporting Scalable Evaluation of Interactive Visualizations by Ding, Yiren, Wilburn, Jack, Shrestha, Hilson, Ndlovu, Akim, Gadhave, Kiran, Nobre, Carolina, Lex, Alexander, Harrison, Lane

“… These challenges are amplified as research norms trend towards more complex and rigorous study methodologies, alongside a growing need to evaluate more complex interactive visualizations…”
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Matreex: Compact and Interactive Visualization for Scalable Studies of Large Gene Families by Rossier, Victor, Train, Clement, Nevers, Yannis, Robinson-Rechavi, Marc, Dessimoz, Christophe

“…Studying gene family evolution strongly benefits from insightful visualizations. However, the ever-growing number of sequenced genomes is leading to increasingly larger gene families, which challenges existing gene tree visualizations…”
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FluMapper: A cyberGIS application for interactive analysis of massive location-based social media by Padmanabhan, Anand, Wang, Shaowen, Cao, Guofeng, Hwang, Myunghwa, Zhang, Zhenhua, Gao, Yizhao, Soltani, Kiumars, Liu, Yan

“… However, because location‐based social media data are often massive, generated dynamically, and unstructured, significant computation, data, and visualization challenges need to be resolved…”
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Interactive Systems for Scalable Visualization and Analysis by Moritz, Dominik

“… In response to these challenges, this thesis contributes new languages and models for visualization design that power interactive systems for scalable data analysis…”
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A modular and scalable computational framework for interactive immersion into imaging data with a holographic augmented reality interface by Velazco-Garcia, Jose D., Shah, Dipan J., Leiss, Ernst L., Tsekos, Nikolaos V.

“…•Framework for interactive immersion into imaging data.•3D/4D holographic visualization and interaction with a head mounted display…”
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Temporal Lensing: An Interactive and Scalable Technique for Web3D/WebXR Applications in Cultural Heritage by Fanini, Bruno, Ferdani, Daniele, Demetrescu, Emanuel

“…Today, Web3D technologies and the rise of new standards, combined with faster browsers and better hardware integration, allow the creation of engaging and interactive web applications that target…”
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Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly- Throughs by Turki, Haithem, Ramanan, Deva, Satyanarayanan, Mahadev

“…) significant challenges for fast rendering that would enable interactive fly-throughs. To address these challenges, we begin by analyzing visi-bility statistics for large…”
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Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces by Andrienko, Natalia, Andrienko, Gennady, Fuchs, Georg, Jankowski, Piotr

“…Mobility diaries of a large number of people are needed for assessing transportation infrastructure and spatial development planning. Acquisition of personal…”
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Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications by Liu, Shusen, Gaffney, Jim, Peterson, Luc, Robinson, Peter B., Bhatia, Harsh, Pascucci, Valerio, Spears, Brian K., Bremer, Peer-Timo, Wang, Di, Maljovec, Dan, Anirudh, Rushil, Thiagarajan, Jayaraman J., Jacobs, Sam Ade, Van Essen, Brian C., Hysom, David, Yeom, Jae-Seung

“…With the rapid adoption of machine learning techniques for large-scale applications in science and engineering comes the convergence of two grand challenges in visualization…”
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Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations by Hohman, Fred, Park, Haekyu, Robinson, Caleb, Polo Chau, Duen Horng

“…Deep learning is increasingly used in decision-making tasks. However, understanding how neural networks produce final predictions remains a fundamental challenge…”
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Scalable Extraction and Visualization of Scientific Features with Load-Balanced Parallelism by Xu, Jiayi

“… is partitioned and distributed over parallel processors. Three challenges arise for feature extraction and visualization on scientific applications…”
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Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications by Liu, Shusen, Gaffney, Jim, Peterson, Luc, Robinson, Peter B., Bhatia, Harsh, Pascucci, Valerio, Spears, Brian K., Bremer, Peer-Timo, Wang, Di, Maljovec, Dan, Anirudh, Rushil, Thiagarajan, Jayaraman J., Jacobs, Sam Ade, Van Essen, Brian C., Hysom, David, Yeom, Jae-Seung

“…With the rapid adoption of machine learning techniques for large-scale applications in science and engineering comes the convergence of two grand challenges in visualization…”
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AggreSet: Rich and Scalable Set Exploration using Visualizations of Element Aggregations by Yalcin, M. Adil, Elmqvist, Niklas, Bederson, Benjamin B.

“… Increasing the number of sets results in a combinatorial growth of relations and creates scalability challenges. Exploratory tasks (e.g…”
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Iterative Integration of Visual Insights during Scalable Patent Search and Analysis by Koch, S, Bosch, H, Giereth, M, Ertl, T

“… Already the amount of patent data to be analyzed poses challenges with respect to scalability…”
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Tuoris: A middleware for visualizing dynamic graphics in scalable resolution display environments by Martínez, Víctor, Fernando, Senaka, Molina-Solana, Miguel, Guo, Yike

“…In the era of big data, large-scale information visualization has become an important challenge…”
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Scalable Scientific Interactive Research Computing With Project Scinco by Stubbs, Joe, Jamthe, Anagha, Freeman, Nathan, Packard, Mike, Curbelo, Gilbert, Hammock, Cody

“…Interactive computing with Jupyter Notebooks has transformed the state of the art of scientific research computing…”
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Scalable graph exploration and visualization: Sensemaking challenges and opportunities by Pienta, Robert, Abello, James, Kahng, Minsuk, Duen Horng Chau

“… We survey research on graph exploration and visualization approaches aimed at addressing this challenge…”
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