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共 146 条记录，以下是121-130 订阅

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Exploiting multiple views to support visual exploration and mining

Exploiting multiple views to support visual exploration and ...

引用

international conference on coordinated and multiple views in exploratory visualization

作者： E. Bertini T. Catarci S. Kimani G. Santucci Dipartimento di Informatica e Sistemistica Universita degli Studi di Roma La Sapienza Rome Italy

It is no exaggeration that the quantity and complexity of data still present a formidable challenge to the effective and efficient acquisition of knowledge. On the other hand, results obtained from the application of mining techniques are often in a form that is difficult to be understood by humans who are accustomed to perceiving information through the visual channel. multiple views present a special opportunity that can be leveraged in order to address such challenges and visually support the entire exploration and mining process. This paper acknowledges that special visual opportunity by describing how our visual data mining system, VidaMine, exploits multiple views in supporting the user in the exploration and mining process.

关键词： Data mining Humans Data visualization User interfaces Displays Guidelines Remuneration Warehousing Usability

来源：评论

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Integrating UML views with visual cues

Integrating UML views with visual cues

引用

international conference on coordinated and multiple views in exploratory visualization

作者： J. Huotari School of Information Technology Jyväskylä Polytechnic Finland

Information system models often consist of multiple views and semi-structured diagrams, which form both a hierarchical and a network structure. These models should be reviewed in order to find possible faults as early as possible in the development process. A conventional CASE tool shows diagrams in separate windows without any visual cues about how diagrams relate to each other. This might result in design errors, omissions, and inconsistencies. We introduce problem areas and potential solutions on how to visualize interrelationships between UML diagrams. Our research prototype enables exploration within the model utilizes intelligent zooming (hides and shows details automatically), and shows how diagrams and objects within them could be related to each other by using visual cues.

关键词： Unified modeling language Information systems Computer aided software engineering Data visualization Information technology Prototypes Multidimensional systems Joining processes

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Coordinating views for data visualisation and algorithmic profiling

Coordinating views for data visualisation and algorithmic pr...

引用

international conference on coordinated and multiple views in exploratory visualization

作者： G. Ross A. Morrison M. Chalmers University of Glasgow UK

A number of researchers have designed visualisation systems that consist of multiple components, through which data and interaction commands flow. Such multistage (hybrid) models can be used to reduce algorithmic complexity, and to open up intermediate stages of algorithms for inspection and steering. In this paper, we present work on aiding the developer and the user of such algorithms through the application of interactive visualisation techniques. We present a set of tools designed to profile the performance of other visualisation components, and provide further functionality for the exploration of high dimensional data sets. Case studies are provided, illustrating the application of the profiling modules to a number of data sets. Through this work we are exploring ways in which techniques traditionally used to prepare for visualisation runs, and to retrospectively analyse them, can find new uses within the context of a multi-component visualisation system.

关键词： Data visualization Multidimensional systems Inspection Software systems Principal component analysis

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Parallel coordinates for exploring properties of subsets

Parallel coordinates for exploring properties of subsets

引用

international conference on coordinated and multiple views in exploratory visualization

作者： G. Andrienko N. Andrienko Fraunhofer Institute for Autonomous Intelligent System Sankt Augustin Germany

We describe our modifications of the technique of parallel coordinate plot for supporting visual exploration of object classes, in particular, resulting from cluster analysis. We strived at creating a tool that would be suitable for analysis of large datasets. The basic parallel coordinate plot technique with the traditional method for representing classes, multi-coloured brushing, fails to properly convey class-relevant information due to tremendous overlapping of lines. We have applied two general approaches to handling large amounts of data: aggregation and filtering. Thus, information concerning the distribution of characteristics in classes and the entire dataset is shown on parallel coordinates in an aggregated form. This is combined with displaying individual characteristics only for user-selected object subsets.

关键词： Displays Data analysis Data visualization Scattering Filtering Sea measurements Cities and towns Software standards Software tools Mice

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coordinated views to assist exploration of spatio-temporal data: a case study

Coordinated views to assist exploration of spatio-temporal d...

引用

international conference on coordinated and multiple views in exploratory visualization

作者： M.H. Shimabukuro E.F. Flores M.C.F. de Oliveira H. Levkowitz FCT-Faculdade de Ciências e Tecnologia Universidade Estadual Paulista (UNESP) Sao Paulo Brazil IVPR-Institute for Visualization and Perception Research Computer Science Department University of Massachusetts Lowell Lowell MA USA ICMC-Instituto de Ciências Matemáticas e de Computação Universidade de Sáo Paulo Sao Paulo Brazil

In this paper we focus on providing coordinated visual strategies to assist users in performing tasks driven by the presence of temporal and spatial attributes. We introduce temporal visualization techniques targeted at such tasks, and illustrate their use with an application involving a climate classification process. The climate classification requires extensive processing of a database containing daily rain precipitation values collected along over fifty years at several spatial locations in the Sao Paulo state, Brazil. We identify user exploration tasks typically conducted as part of the data preparation required in this process, and then describe how such tasks may be assisted by the multiple visual techniques provided. Issues related to the use of the multiple techniques by an end-user are also discussed.

关键词： Computer aided software engineering Data visualization Spatial databases Visual databases Rain Data analysis Computer science Face Geographic Information Systems Information systems

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Interactive focus+context visualization with linked 2D/3D scatterplots

Interactive focus+context visualization with linked 2D/3D sc...

引用

international conference on coordinated and multiple views in exploratory visualization

作者： H. Piringer R. Kosara H. Hauser VRVis Research Center Vienna Austria

Scatterplots in 2D and 3D are very useful tools, but also suffer from a number of problems. Overplotting hides the true number of points that are displayed, and showing point clouds in 3D is problematic both in terms of perception and interaction. We propose a combination of 2D and 3D scatterplots, together with some extensions to overcome these problems. By linking 2D and 3D views, it is possible to interact in 2D and get feedback in 3D. That feedback is also enhanced by depth cues (color and point size) such that the user gets a better depth impression. Histograms in 2D and 3D show additional information about point densities and additional context can be displayed. An example application demonstrates the usefulness of the technique.

关键词： Scattering Three dimensional displays Feedback Histograms Rendering (computer graphics) Data visualization Clouds Joining processes Mice User interfaces

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A coordination model for exploratory multi-view visualization

A coordination model for exploratory multi-view visualizatio...

引用

international conference on coordinated and multiple views in exploratory visualization

作者： Boukhelifa, N Roberts, JC Rodgers, PJ Univ Kent Comp Lab Canterbury CT2 7NZ Kent England

ISBN: (纸本)0769520014

In this paper, we present a coordination model for exploratory multi-view visualization. We base our work on current research in exploratory visualization and other disciplines. Our model is based on sharing abstract objects such as the visualization parameters of the dataflow model to achieve coordinated exploratory tasks in multiple views. This model describes how current coordinations in exploratory visualization work and allows novel coordinations to be constructed.

关键词： multiple views exploratory visualization reference model coordination coordination objects coupling

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Design study: Using multiple coordinated views to analyze geo-referenced high-dimensional datasets

Design study: Using multiple coordinated views to analyze ge...

引用

international conference on coordinated and multiple views in exploratory visualization

作者： Brodbeck, D Girardin, L Macrofocus GmbH Switzerland

ISBN: (纸本)0769520014

We developed an interactive visualization system that supports analysis and exploration of a large number of indicators that characterize the attractivity of cities in Switzerland. The application is available as a companion to a paper-based publication. This system is embedded in a conceptual framework of best practices in information visualization that we developed over the course of various past projects. It consists of several coordinated views that are tightly integrated, and that successfully reveal the data in its complexity. We present the components of this system, describe design decisions on how to integrate them into an application, and provide details on innovative refinements of various standard information visualization techniques.

关键词： Cities and towns Data analysis Data visualization Feedback

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The hyperwall

The hyperwall

引用

international conference on coordinated and multiple views in exploratory visualization

作者： Sandstrom, TA Henze, C Levit, C NASA Ames Res Ctr Exploratory Comp Environm Grp Moffett Field CA 94035 USA

ISBN: (纸本)0769520014

This paper describes the hyperwall, a visualization cluster that uses coordinated visualizations for interactive exploration of multidimensional data and simulations. The system strongly leverages the human eye-brain system with a generous 7x7 array of flat panel LCD screens powered by a Beowulf cluster With each screen backed by a workstation class PC, graphic and compute intensive applications can be applied to a broad range of data in parallel. Navigational tools are presented that allow for investigation of high-dimensional data spaces.

关键词： Computational modeling Computer displays Data visualization Graphics Humans Multidimensional systems NASA Navigation Scattering Workstations

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coordinated views in dynamic interactive documents

Coordinated views in dynamic interactive documents

引用

international conference on coordinated and multiple views in exploratory visualization

作者： Jern, M Palmberg, S Ranlöf, M Nilsson, A Linkoping Univ ITN S-60174 Norrkoping Sweden

ISBN: (纸本)0769520014

Traditional documents are characterized by the paper medium, presented in hierarchical chapter structures, passive for the reader and basically linear readable and normally restricted to static items such as text, imagery and sometimes animations. Integrating existing visualization methods with innovative documentation technology can increase the quality of information in technical documents. We have developed dynamic and interactive documents that incorporate not only text but also the entire interactive data visualisation and navigation process. Authors can produce electronic documents that collaborate and share data, analysis, visualization parameters, information and insight while distributed over Internet, using intuitive visual navigation techniques. Using multiple coordinated views in a dynamic document will further help the reader to explore complex, multivariate data and discover their relationships. Visual data navigation is provided through interactive 2D and 3D visualisation components based on scalable and customisable, multilayer component architecture with a small footprint suitable for Web distribution. A "Viewer- client-side plug-in, responsible for data interactivity and visualization, is distributed as freeware to allow free distribution of dynamic documents over am, network.

关键词： dynamic documents coordinated views information visualization visual user interface

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