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Visualization of Heterogeneous Data [PDF]
Both the Resource Description Framework (RDF), used in the semantic web, and Maya Viz u-forms represent data as a graph of objects connected by labeled edges. Existing systems for flexible visualization of this kind of data require manual specification of the possible visualization roles for each data attribute. When the schema is large and unfamiliar,
Mike Cammarano +6 more
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AimThe term “Cuproptosis” was coined to describe a novel type of cell death triggered by intracellular copper buildup that is fundamentally distinct from other recognized types such as autophagy, ferroptosis, and pyroptosis in recent days.
Xufeng Huang +5 more
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A systematic comparison of deep learning methods for EEG time series analysis
Analyzing time series data like EEG or MEG is challenging due to noisy, high-dimensional, and patient-specific signals. Deep learning methods have been demonstrated to be superior in analyzing time series data compared to shallow learning methods which ...
Dominik Walther +4 more
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The HAInich: A multidisciplinary vision data-set for a better understanding of the forest ecosystem
We present a multidisciplinary forest ecosystem 3D perception dataset. The dataset was collected in the Hainich-Dün region in central Germany, which includes two dedicated areas, which are part of the Biodiversity Exploratories - a long term research ...
Stefan Milz +9 more
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Using Noisy Evaluation to Accelerate Parameter Optimization of Medical Image Segmentation Ensembles
An important concern with regard to the ensembles of algorithms is that using the individually optimal parameter settings of the members does not necessarily maximize the performance of the ensemble itself.
János Tóth +3 more
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Data Visualization in Sociology [PDF]
Visualizing data is central to social scientific work. Despite a promising early beginning, sociology has lagged in the use of visual tools. We review the history and current state of visualization in sociology. Using examples throughout, we discuss recent developments in ways of seeing raw data and presenting the results of statistical modeling.
Kieran, Healy, James, Moody
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Fully automatic wound segmentation with deep convolutional neural networks
Acute and chronic wounds have varying etiologies and are an economic burden to healthcare systems around the world. The advanced wound care market is expected to exceed $22 billion by 2024.
Chuanbo Wang +7 more
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Visualization of meteorological data
This paper is focused on the methods used to visualize meteorological factors based on the given data. Properties of the factors for which the data can be gathered were described and the methods of visualizing those properties have been examined. The program solution is centered around interaction with the weather data. The data itself is based on real
Ivan Hakstok, Zeljka Mihajlovic
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Composable data visualizations [PDF]
Let’s say we want to create the two charts in Figure 1. The chart on the left is a bar chart that shows two different values for each bar. The chart on the right consists of two line charts that share the x axis with parts of the timeline highlighted using two different colors.
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Measuring the Adoption of Drones: A Case Study of the United States Agricultural Aircraft Sector
Unmanned aircraft systems (UAS), commonly referred to as drones, are an emerging technology that has changed the way many industries conduct business.
Roberto Rodriguez
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