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Solving Problems with Visual Analytics
Procedia Computer Science, 2011 AbstractVisual analytics is an emerging research discipline aiming at making the best possible use of huge information loads in a wide variety of applications by appropriately combining the strengths of intelligent automatic data analysis with the visual perception and analysis capabilities of the human user.
Margit Pohl +2 more
exaly +3 more sources
The State of the Art in Integrating Machine Learning into Visual Analytics
Computer Graphics Forum, 2017 Visual analytics systems combine machine learning or other analytic techniques with interactive data visualization to promote sensemaking and analytical reasoning. It is through such techniques that people can make sense of large, complex data.
Cagatay Turkay +2 more
exaly +2 more sources
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IEEE Computer Graphics and Applications, 2004
The information revolution is upon us, and it is guaran-teed to change our lives and the way we conduct our daily business. The fact that we have to deal with not just the size but also the variety and complexity of this in-formation makes it a real challenge to survive the revolu-tion.
Pak Chung Wong, James J. Thomas
openaire +3 more sources
The information revolution is upon us, and it is guaran-teed to change our lives and the way we conduct our daily business. The fact that we have to deal with not just the size but also the variety and complexity of this in-formation makes it a real challenge to survive the revolu-tion.
Pak Chung Wong, James J. Thomas
openaire +3 more sources
IEEE Computer Graphics and Applications, 2006
Researchers have made significant progress in disciplines such as scientific and information visualization, statistically based exploratory and confirmatory analysis, data and knowledge representations, and perceptual and cognitive sciences. Although some research is being done in this area, the pace at which new technologies and technical talents are ...
James J. Thomas, Kristin A. Cook
openaire +3 more sources
Researchers have made significant progress in disciplines such as scientific and information visualization, statistically based exploratory and confirmatory analysis, data and knowledge representations, and perceptual and cognitive sciences. Although some research is being done in this area, the pace at which new technologies and technical talents are ...
James J. Thomas, Kristin A. Cook
openaire +3 more sources
Analytical, visual and interactive concepts for geo-visual analytics
Journal of Visual Languages & Computing, 2011Supporting the visual analysis of structured multivariate geo-spatial data is a challenging task involving many different aspects. In this paper, we describe a systematic view of this task based on Chi's data state reference model. The analytical, visual and interaction components of the systematic view will be instantiated with specific examples that ...
Heidrun Schumann, Christian Tominski
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Storyboarding for visual analytics
Information Visualization, 2013Analysts wish to explore different hypotheses, organize their thoughts into visual narratives and present their findings. Some developers have used algorithms to ascertain key events from their data, while others have visualized different states of their exploration and utilized free-form canvases to enable the users to develop their thoughts.
Rick Walker +6 more
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IEEE Transactions on Multimedia, 2016
The analysis of inherent structures of movies plays an important role in studying stylistic devices and specific, content-related questions. Examples are the analysis of personal constellations in movie scenes, dialogue-based content analysis, or the investigation of image-based features.
Kuno Kurzhals +4 more
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The analysis of inherent structures of movies plays an important role in studying stylistic devices and specific, content-related questions. Examples are the analysis of personal constellations in movie scenes, dialogue-based content analysis, or the investigation of image-based features.
Kuno Kurzhals +4 more
openaire +1 more source
Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 2016
This course will introduce the field of Visual Analytics to HCI researchers and practitioners highlighting the contributions they can make to this field. Topics will include a definition of visual analytics along with examples of current systems, types of tasks and end users, issues in defining user requirements, design of visualizations and ...
Jean Scholtz +2 more
openaire +1 more source
This course will introduce the field of Visual Analytics to HCI researchers and practitioners highlighting the contributions they can make to this field. Topics will include a definition of visual analytics along with examples of current systems, types of tasks and end users, issues in defining user requirements, design of visualizations and ...
Jean Scholtz +2 more
openaire +1 more source
IEEE Computer Graphics and Applications, 2009
Visual analytics (VA) is the science of analytical reasoning facilitated by interactive visual interfaces. Assessing VA technology's effectiveness is challenging because VA tools combine several disparate components, both low and high level, integrated in complex interactive systems used by analysts, emergency responders, and others.
Catherine Plaisant +2 more
openaire +2 more sources
Visual analytics (VA) is the science of analytical reasoning facilitated by interactive visual interfaces. Assessing VA technology's effectiveness is challenging because VA tools combine several disparate components, both low and high level, integrated in complex interactive systems used by analysts, emergency responders, and others.
Catherine Plaisant +2 more
openaire +2 more sources
Proceedings of the International Conference & Workshop on Emerging Trends in Technology, 2011
Visual analytics is "the science of analytical reasoning facilitated by visual interactive interfaces." It can attack certain problems whose size, complexity, and need for closely coupled human and machine analysis may make them otherwise intractable.
Arjun Chopra, Rahul M. Samant
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Visual analytics is "the science of analytical reasoning facilitated by visual interactive interfaces." It can attack certain problems whose size, complexity, and need for closely coupled human and machine analysis may make them otherwise intractable.
Arjun Chopra, Rahul M. Samant
openaire +1 more source