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IEEE Computer Graphics and Applications, 2009
Visual analytics is the science of analytical reasoning facilitated by interactive visual interfaces. Technologies based on visual analysis are moving from research into widespread use, driven by the increased power of analytical databases and computer graphics hardware.
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Visual analytics is the science of analytical reasoning facilitated by interactive visual interfaces. Technologies based on visual analysis are moving from research into widespread use, driven by the increased power of analytical databases and computer graphics hardware.
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IEEE Transactions on Pattern Analysis and Machine Intelligence
As an emerging research practice leveraging recent advanced AI techniques, e.g. deep models based prediction and generation, Video Coding for Machines (VCM) is committed to bridging to an extent separate research tracks of video/image compression and ...
Wenhan Yang +4 more
semanticscholar +1 more source
As an emerging research practice leveraging recent advanced AI techniques, e.g. deep models based prediction and generation, Video Coding for Machines (VCM) is committed to bridging to an extent separate research tracks of video/image compression and ...
Wenhan Yang +4 more
semanticscholar +1 more source
TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports
IEEE Transactions on Visualization and Computer Graphics, 2021Event sequence mining is often used to summarize patterns from hundreds of sequences but faces special challenges when handling racket sports data. In racket sports (e.g., tennis and badminton), a player hitting the ball is considered a multivariate ...
Jiang Wu +4 more
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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
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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
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A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion
IEEE Transactions on Visualization and Computer Graphics, 2020We present an interactive visual analytics system that enables traffic congestion exploration, surveillance, and forecasting based on vehicle detector data.
Chunggi Lee +6 more
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Uplift: A Tangible and Immersive Tabletop System for Casual Collaborative Visual Analytics
IEEE Transactions on Visualization and Computer Graphics, 2020Collaborative visual analytics leverages social interaction to support data exploration and sensemaking. These processes are typically imagined as formalised, extended activities, between groups of dedicated experts, requiring expertise with ...
Barrett Ens +9 more
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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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Using deep learning and visual analytics to explore hotel reviews and responses
, 2020This study aims to use computational linguistics, visual analytics, and deep learning techniques to analyze hotel reviews and responses collected on TripAdvisor and to identify response strategies.
Yung-Chun Chang +5 more
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AirVis: Visual Analytics of Air Pollution Propagation
IEEE Transactions on Visualization and Computer Graphics, 2020Air pollution has become a serious public health problem for many cities around the world. To find the causes of air pollution, the propagation processes of air pollutants must be studied at a large spatial scale.
Zikun Deng +7 more
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Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics
IEEE Transactions on Visualization and Computer Graphics, 2014As datasets grow and analytic algorithms become more complex, the typical workflow of analysts launching an analytic, waiting for it to complete, inspecting the results, and then re-Iaunching the computation with adjusted parameters is not realistic for many real-world tasks.
Charles D, Stolper +2 more
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