Search Results - "Munzner, Tamara"

Evidence-based design and evaluation of a whole genome sequencing clinical report for the reference microbiology laboratory by Crisan, Anamaria, McKee, Geoffrey, Munzner, Tamara, Gardy, Jennifer L

“…Microbial genome sequencing is now being routinely used in many clinical and public health laboratories. Understanding how to report complex genomic test…”
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InnateDB: facilitating systems-level analyses of the mammalian innate immune response by Lynn, David J, Brinkman, Fiona S L, Winsor, Geoffrey L, Chan, Calvin, Richard, Nicolas, Laird, Matthew R, Barsky, Aaron, Gardy, Jennifer L, Roche, Fiona M, Chan, Timothy H W, Shah, Naisha, Lo, Raymond, Naseer, Misbah, Que, Jaimmie, Yau, Melissa, Acab, Michael, Tulpan, Dan, Whiteside, Matthew D, Chikatamarla, Avinash, Mah, Bernadette, Munzner, Tamara, Hokamp, Karsten, Hancock, Robert E W

“…Although considerable progress has been made in dissecting the signaling pathways involved in the innate immune response, it is now apparent that this response…”
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"Making Data the Drug": A Pragmatic Pilot Feasibility Randomized Crossover Trial of Data Visualization as an Intervention for Pediatric Chronic Pain by Boerner, Katelynn E, Desai, Unma, Luu, Jessica, MacLean, Karon E, Munzner, Tamara, Foladare, Haley, Shen, Jane, Gill, Javed, Oberlander, Tim F

“…Data tracking is a common feature of pain e-health applications, however, viewing visualizations of this data has not been investigated for its potential as an…”
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A Multi-Level Typology of Abstract Visualization Tasks by Brehmer, Matthew, Munzner, Tamara

“…The considerable previous work characterizing visualization usage has focused on low-level tasks or interactions and high-level tasks, leaving a gap between…”
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Data visualization as an intervention for pediatric chronic pain: a pilot feasibility study protocol for a randomized controlled crossover trial by Boerner, Katelynn E, Desai, Unma, MacLean, Karon E, Munzner, Tamara, Foladare, Haley, Gill, Javed, Oberlander, Tim F

“…Chronic pain is a common and costly condition in youth, associated with negative implications that reach far beyond the pain experience itself (e.g.,…”
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2023 VGTC Visualization Service Award

“…The 2023 VGTC Visualization Service Award goes to Tamara Munzner in recognition of her passionate commitment the community for over two decades including her…”
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A Novel Methodology for Characterizing Cell Subpopulations in Automated Time-lapse Microscopy by Hattab, Georges, Wiesmann, Veit, Becker, Anke, Munzner, Tamara, Nattkemper, Tim W

“…Time-lapse imaging of cell colonies in microfluidic chambers provides time series of bioimages, i.e., biomovies. They show the behavior of cells over time…”
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Iceberg Sensemaking: A Process Model for Critical Data Analysis by Berret, Charles, Munzner, Tamara

“…We offer a new model of the sensemaking process for data analysis and visualization. Whereas past sensemaking models have been grounded in positivist…”
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A Nested Model for Visualization Design and Validation by Munzner, Tamara

“…We present a nested model for the visualization design and validation with four layers: characterize the task and data in the vocabulary of the problem domain,…”
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VizSnippets: Compressing Visualization Bundles Into Representative Previews for Browsing Visualization Collections by Oppermann, Michael, Munzner, Tamara

“…Visualization collections, accessed by platforms such as Tableau Online or Power Bl, are used by millions of people to share and access diverse analytical…”
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Ocupado: Visualizing Location‐Based Counts Over Time Across Buildings by Oppermann, Michael, Munzner, Tamara

“…Understanding how spaces in buildings are being used is vital for optimizing space utilization, for improving resource allocation, and for the design of new…”
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VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations by Oppermann, Michael, Kincaid, Robert, Munzner, Tamara

“…Cloud-based visualization services have made visual analytics accessible to a much wider audience than ever before. Systems such as Tableau have started to…”
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Empirical Guidance on Scatterplot and Dimension Reduction Technique Choices by Sedlmair, Michael, Munzner, Tamara, Tory, Melanie

“…To verify cluster separation in high-dimensional data, analysts often reduce the data with a dimension reduction (DR) technique, and then visualize it with 2D…”
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Table Scraps: An Actionable Framework for Multi-Table Data Wrangling From An Artifact Study of Computational Journalism by Kasica, Stephen, Berret, Charles, Munzner, Tamara

“…For the many journalists who use data and computation to report the news, data wrangling is an integral part of their work. Despite an abundance of literature…”
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Dimensionality reduction for documents with nearest neighbor queries by Ingram, Stephen, Munzner, Tamara

“…Document collections are often stored as sets of sparse, high-dimensional feature vectors. Performing dimensionality reduction (DR) on such high-dimensional…”
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Bridging from Goals to Tasks with Design Study Analysis Reports by Lam, Heidi, Tory, Melanie, Munzner, Tamara

“…Visualization researchers and practitioners engaged in generating or evaluating designs are faced with the difficult problem of transforming the questions…”
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Aggregated Dendrograms for Visual Comparison between Many Phylogenetic Trees by Liu, Zipeng, Zhan, Shing Hei, Munzner, Tamara

“…We address the visual comparison of multiple phylogenetic trees that arises in evolutionary biology, specifically between one reference tree and a collection…”
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Visualizing Graph Neural Networks With CorGIE: Corresponding a Graph to Its Embedding by Liu, Zipeng, Wang, Yang, Bernard, Jurgen, Munzner, Tamara

“…Graph neural networks (GNNs) are a class of powerful machine learning tools that model node relations for making predictions of nodes or links. GNN developers…”
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Timelines Revisited: A Design Space and Considerations for Expressive Storytelling by Brehmer, Matthew, Bongshin Lee, Bach, Benjamin, Riche, Nathalie Henry, Munzner, Tamara

“…There are many ways to visualize event sequences as timelines. In a storytelling context where the intent is to convey multiple narrative points, a richer set…”
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Design Study Methodology: Reflections from the Trenches and the Stacks by Sedlmair, M., Meyer, M., Munzner, T.

“…Design studies are an increasingly popular form of problem-driven visualization research, yet there is little guidance available about how to do them…”
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