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• W2171036274 abstract "In today's applications data is produced at unprecedented rates. While the capacity to collect and store new data grows rapidly, the ability to analyze these data volumes increases at much lower pace. This gap leads to new challenges in the analysis process, since analysts, decision makers, engineers, or emergency response teams depend on information concealed in the data. The emerging field of visual analytics focuses on handling massive, heterogenous, and dynamic volumes of information through integration of human judgement by means of visual representations and interaction techniques in the analysis process. Furthermore, it is the combination of related research areas including visualization, data mining, and statistics that turns visual analytics into a promising field of research. This paper aims at providing an overview of visual analytics, its scope and concepts, and details the most important technical research challenges in the field" @default.
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• W2171036274 date "2006-08-03" @default.
• W2171036274 modified "2023-10-17" @default.
• W2171036274 title "Challenges in Visual Data Analysis" @default.
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• W2171036274 doi "https://doi.org/10.1109/iv.2006.31" @default.
• W2171036274 hasPublicationYear "2006" @default.
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