Search Results - [Human‐centred computing → Visual analytics]: Visualization application domains–Visual analytics

Human-Centered Computing and Visual Analytics for Future of Work in Construction by Nath, Nipun Deb

“…Artificial intelligence (AI) is revolutionizing various systems within the Architecture, Engineering, Construction, and Facilities Management (AEC/FM) domains…”
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Viewing Visual Analytics as Model Building by Andrienko, N., Lammarsch, T., Andrienko, G., Fuchs, G., Keim, D., Miksch, S., Rind, A.

“…To complement the currently existing definitions and conceptual frameworks of visual analytics, which focus mainly on activities performed by analysts and types of techniques they use, we attempt…”
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Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement by Luboschik, M., Röhlig, M., Bittig, A.T., Andrienko, N., Schumann, H., Tominski, C.

“…’ dependency on parameters that govern the processes behind the movement. We propose a visual analytics approach combining analytic, visual, and interactive means to deal with the added complexity…”
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PunyVis: A Visual Analytics Approach for Identifying Homograph Phishing Attacks by Fouss, Brett, Ross, Dennis M., Wollaber, Allan B., Gomez, Steven R.

“… looking for evidence of homograph phishing.To address this problem, we present PunyVis, a visual…”
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SymNav: Visually Assisting Symbolic Execution by Angelini, Marco, Blasilli, Graziano, Borzacchiello, Luca, Coppa, Emilio, D'Elia, Daniele Cono, Demetrescu, Camil, Lenti, Simone, Nicchi, Simone, Santucci, Giuseppe

“… the computation to achieve the desired goals faster. In this paper we explore how visual analytics techniques can help the user to grasp properties of the ongoing analysis and use such insights to refine the symbolic exploration process…”
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MARS: A Cross-Platform Mobile AR System for Remote Collaborative Instruction and Installation Support using Digital Twins by Tadeja, Slawomir K., Janik, Diana, Stachura, Przemyslaw, Tomecki, Maciej, Ksiazczak, Karol, Walas, Krzysztof

“…This paper describes a multi-user, mobile, cross-platform AR system that allows real-time remote collaboration utilizing the digital twinning concept. Thanks…”
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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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DRAVA: Aligning Human Concepts with Machine Learning Latent Dimensions for the Visual Exploration of Small Multiples by Wang, Qianwen, L'Yi, Sehi, Gehlenborg, Nils

“… To address this issue, we propose Drava, a visual analytics system that supports users in 1…”
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EHRFlow: A Visual Analytics Approach to Studying Healthcare Professionals' Communication Effectiveness and Efficiency by Lu, Hsiao- Ying, Li, Yiran, Ma, Kwan-Liu

“… This paper introduces EHRFlow, a visual analytics system designed to study the effectiveness and efficiency of temporal communication networks mediated by the EHR system…”
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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

“… because of the complex characteristics and huge population size. We propose visual analytics with novel graph embedding for evolutionary SNNs to address the challenges…”
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Angular-based Edge Bundled Parallel Coordinates Plot for the Visual Analysis of Large Ensemble Simulation Data by Watanabe, Keita, Sakamoto, Naohisa, Nonaka, Jorji, Maejima, Yasumitsu

“…With the continuous increase in the computational power and resources of modern high-performance computing (HPC…”
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HybridAxes: An Immersive Analytics Tool With Interoperability Between 2D and Immersive Reality Modes by Seraji, Mohammad Rajabi, Stuerzlinger, Wolfgang

“…Throughout the visual analytics process, users create visualizations with different dimensionalities…”
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Leveraging National Science Data Fabric Services to Train Data Scientists by Taufer, Michela, Martinez, Heberth, Panta, Aashish, Olaya, Paula, Marquez, Jack, Gooch, Amy, Scorzelli, Giorgio, Pascucci, Valerio

“… The tutorial emphasizes NSDF's role in supporting visualization conference themes by providing scalable visualization and visual analytics solutions…”
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Optimizing Uncertainty Estimation on Scientific Visualizations Using Learning Models by Almeida, Clara J., Guerrero-Pantoja, David, Pautsch, Erik, Rizzi, Silvio, Thiruvathukal, George K., Pantoja, Maria

“…Scientific visualizations (SciVis) translate numerical and spatial data as images, enabling scientists to better understand the phenomena described by the data and gain insights that may be overlooked by statistical methods alone…”
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MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models by Guo, Grace, Deng, Lifu, Tandon, Animesh, Endert, Alex, Kwon, Bum Chul

“…The recent prevalence of publicly accessible, large medical imaging datasets has led to a proliferation of artificial intelligence (AI) models for…”
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Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy by Rind, Alexander, Slijepcevic, Djordje, Zeppelzauer, Matthias, Unglaube, Fabian, Kranzl, Andreas, Horsak, Brian

“… We propose gaitXplorer, a visual analytics approach for the classification of CP-related gait patterns that integrates Grad-CAM, a well-established explainable artificial intelligence algorithm…”
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COVID-19 EnsembleVis: Visual Analysis of County-Level Ensemble Forecast Models by Srabanti, Sanjana, Marai, G. Elisabeta, Miranda, Fabio

“…The spread of the SARS-Co V- 2 virus and its contagious disease COVID-19 has impacted countries to an extent not seen since the 1918 flu pandemic. In the…”
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Newsalyze: Effective Communication of Person-Targeting Biases in News Articles by Hamborg, Felix, Heinser, Kim, Zhukova, Anastasia, Donnay, Karsten, Gipp, Bela

“… Second, we devise bias-sensitive visualizations to communicate bias in news articles to non-expert news consumers…”
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Evaluating NeRF Fidelity using Virtual Environments by Talley, Ander, Jones, J. Adam

“…Neural Radiance Fields (NeRF) are a promising form of 3D Reconstruction that utilize sparse 2D imagery to recreate synthetic and real scenes. Since NeRF was…”
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Enabling Longitudinal Exploratory Analysis of Clinical COVID Data by Borland, David, Brain, Irena, Fecho, Karamarie, Pfaff, Emily, Xu, Hao, Champion, James, Bizon, Chris, Gotz, David

“… Recognizing the potential for visual analytics technologies to support exploratory analysis and hypothesis generation from longitudinal clinical data, a team of collaborators worked to apply existing…”
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