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A model for the visualization exploration process 02

A model for the visualization exploration process

引用

Proceedings of the conference on visualization '02

作者： T. J. Jankun-Kelly Kwan Liu Ma Michael Gertz University of California Davis

ISBN: (纸本)9780780374980

The current state of the art in visualization research places a strong emphasis on different techniques to derive insight from disparate types of data. However, little work has investigated the visualization process itself. The information content of the visualization process---the results, history, and relationships between those results---is addressed by this work. A characterization of the visualization process is discussed, leading to a general model of the visualization exploration process. The model, based upon a new parameter derivation calculus, can be used for automated reporting, analysis, or visualized directly. An XML-based language for expressing visualization sessions using the model is also described. These sessions can then be shared and reused by collaborators. The model, along with the XML representation, provides an effective means to utilize the information within the visualization process to further data exploration.

关键词： visualization process scientific and information visualization visualization systems visualization models XML collaboration

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Intelligent agents technology applied to tasks control in ICU telesupervision

Intelligent agents technology applied to tasks control in IC...

引用

Annual International conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

作者： C. Dafonte A. Gomez A. Castro B. Arcay Department of Information and Communications Technologies University of A Coruna Spain

This work presents a telemedicine system for Intensive Care Units (ICUs). The system provides the real time acquisition and analysis of physiological data of patients, the graphical visualization of these data and their transmission to a central system charged with the collection and control of all the information concerning the patient, including knowledge based systems (KBS) for medical reasoning. For the distribution and control of various processing tasks, requested by the medical KBS or directly by physicians, we have developed a module based on intelligent agents technology that controls and distributes the tasks according to their priority and to the availability of resources between the interconnected computers.

关键词： Intelligent agent Medical control systems Knowledge based systems Telemedicine Real time systems data analysis Information analysis data visualization Centralized control Control systems

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Visualizing the spatial and temporal distribution of user interaction data collected in three-dimensional virtual worlds

Visualizing the spatial and temporal distribution of user in...

引用

International conference on Information Visualisation (IV)

作者： K. Borner W.R. Hazlewood Sy-Miaw Lin SLIS Indiana University Bloomington IN USA

This paper reports work in progress on the analysis and visualization of the spatial and temporal distribution of user interaction data collected in three-dimensional (3D) virtual worlds. Two tools are introduced. The "WorldMapper" reads in a so-called propdump file and creates a 2D clickable map showing the layout of the world as well as interaction possibilities such as teleports and clickable web links. The second tool visualizes user interaction data such as navigation, chatting, and Web access activity overlaid on the world map. Resulting visualizations are meant to support social navigation, design evaluation and optimization, and the study of virtual communities. Both tools are demonstrated on a 19-person information treasure hunt for information in a 3D virtual world. The paper concludes with a discussion and an outlook.

关键词： data visualization Navigation Libraries Design optimization Usability data mining Collaboration Auditory system Software tools data analysis

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Case study: a virtual environment for genomic data visualization 02

Case study: a virtual environment for genomic data visualiza...

引用

Proceedings of the conference on visualization '02

作者： R. Mark Adams Blaze Stancampiano Michael McKenna David Small Variagenics Inc. Cambridge MA Small Design Firm Inc. Cambridge MA

ISBN: (纸本)9780780374980

With the completion of the human genome sequence, and with the proliferation of genome-related annotation data, the need for scalable and more intuitive means for analysis becomes critical. At Variagenics and Small Design Firm, we have addressed this problem with a coherent three-dimensional space in which all data can be seen in a single context. This tool aids in integrating information at vastly divergent scales while maintaining accurate spatial and size relationships. Our visualization was successful in communicating to project teams with diverse backgrounds the magnitude and biological implication of genetic variation.

关键词： multi-scale model virtual environment data navigation 3-dimensional interaction human factors bioinformatics

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PheGe, the platform for exploring genotype-phenotype relations on cellular and organism level

PheGe, the platform for exploring genotype-phenotype relatio...

引用

IEEE conference on Bioinformatics

作者： K. Seidl German Research Centre for Biotechnology (GBF) Brunswick Germany

One major challenge of bioinformatics is to extract biological information into a form that gives access to analyses and predictive models and that sheds new light on cellular and organism function. In order to approach automated network analysis on organism level the relational platform PheGe was generated. PheGe enables (a) presentation of cell-specific regulatory and metabolic pathways, (b) sorting and coordination of the various molecules, genes and reactions to their particular signaling systems, (c) visualization of signaling par distance, (d) organization of downstream events on a multicellular level, (e) recording and evaluation of pathological relevant data, (f) coordination of the aberrant genes and gene products into the various regulatory pathways balancing phenotypic patterns (g) modeling of cellular differentiation and finally (h) tracing of network components that balance differentiation programs.

关键词： Organisms Bioinformatics data mining Information analysis Predictive models Sorting Communication system signaling data visualization Pathology Cellular networks

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A new algorithm for multi-channel EEG signal analysis using mutual information

A new algorithm for multi-channel EEG signal analysis using ...

引用

International conference on Acoustics, Speech, and Signal Processing (ICASSP)

作者： Ahmed Al-Ani Mohamed Deriche Signal Processing Research Centre Queensland University of Technology Brisbane Australia

Electroencephalogram (EEG) signals have long been used for the analysis of brain activities and for the detection of abnormalities (such as seizures). More recently, and with advance of computer technology, we have seen new applications using EEG signals in the control of PC keyboards through BCIs (Brain Computer Interfaces). These EEG signals are normally collected through multi-sensors (8,12, or 16 channels). For proper interpretation of such data, several techniques have been proposed to extract features from the collected multi-channel data, then analyse them, or classify them into patterns. However, most existing techniques do not take into consideration the inherent relationship among features across channels. Here, we propose a scheme based on a hybrid information maximization concept (HIM) to process multi-channel data for optimal feature extraction. The experiments carried show a clear advantage of the approach over principal component and canonical correlation analysis.

关键词： Brain modeling Artificial neural networks Principal component analysis visualization Electroencephalography

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Initial operation of beam optics analysis, a 3D charged particle code with adaptive meshing

Initial operation of beam optics analysis, a 3D charged part...

引用

IEEE International conference on Plasma Science (ICOPS)

作者： T. Bui W. Vogler L. Ives M. Shephard O. Klaas J.F. Remacle Calabazas Creek Research Inc. Saratoga CA USA Rensselaer Polytecynic Insititute Mark Beall Simmetrix Corporation USA

Summary form only given, as follows. The Beam Optics analysis (BOA) is a 3D, finite element, charged particle, trajectory code with adaptive meshing. The program operates within AutoCAD, which is used for geometric and attribute input. Post processing is performed using the graphics program visualization ToolKit. The program is fully relativistic and includes electric and magnetic field solvers. The user draws the geometrical input within AutoCAD and adds attribute information, such as material type, and boundary type. Parametric data is input using custom graphical user interface screens accessed from the AutoCAD menu bar. Upon initiation of execution, the program performs a check of the input data to ensure that boundaries are closed and a valid input is available. The geometry is transferred to the mesh generator, which generates the initial tetrahedral mesh. Meshing is automatic and requires no user input. After each iteration, the mesh is adapted using error criteria specified by the user. In regions where the error exceeds the specification, the mesh density is increased. In areas where the error is significantly smaller than specified, the mesh density is lowered to reduce the computational load. This ensures that the mesh is optimized for both accuracy and performance.

关键词： Optical beams Particle beams Adaptive optics Geometrical optics Mesh generation Magnetic analysis Finite element methods Graphics data visualization Magnetic fields

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A radial focus+context visualization for multi-dimensional functions 02

A radial focus+context visualization for multi-dimensional f...

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Proceedings of the conference on visualization '02

作者： Sanjini Jayaraman Chris North Virginia Polytechnic Institute and State University Blacksburg VA

ISBN: (纸本)9780780374980

The analysis of multidimensional functions is important in many engineering disciplines, and poses a major problem as the number of dimensions increases. Previous visualization approaches focus on representing three or fewer dimensions at a time. This paper presents a new focus+context visualization that provides an integrated overview of an entire multidimensional function space, with uniform treatment of all dimensions. The overview is displayed with respect to a user-controlled polar focal point in the function's parameter space. Function value patterns are viewed along rays that emanate from the focal point in all directions in the parameter space, and represented radially around the focal point in the visualization. data near the focal point receives proportionally more screen space than distant data. This approach scales smoothly from two dimensions to 10-20, with a 1000 pixel range on each dimension.

关键词： visualization multidimensional functions

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Implementing advanced cleaning and end-user interpretability technologies in Web log mining

Implementing advanced cleaning and end-user interpretability...

引用

International conference on Information Technology Interfaces

作者： Z. Pabarskaite School of Computing Information Systems and Mathematics South Bank University London UK

Two new approaches to Web log mining are presented. Novel advanced cleaning improves Web log mining results. Improved filtering removes pages with no links from other pages. In the data visualisation phase, technical representations of Web pages are replaced by user attractive text interpretations. Experiments with the real world problems showed that the proposed techniques significantly increase the quality and usefulness of Web log mining results.

关键词： Cleaning data visualization data mining Web mining Web page design Web server data analysis Information systems Mathematics Filtering

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Case study: visualization and analysis of high Rayleigh number --- 3D convection in the Earth's mantle 02

Case study: visualization and analysis of high Rayleigh numb...

引用

Proceedings of the conference on visualization '02

作者： Gordon Erlebacher David A. Yuen Fabien Dubuffet School of Computational Science & Information Technology Florida State University Minnesota Supercomputer Institute University of Minnesota

ISBN: (纸本)9780780374980

data sets from large-scale simulations (up to 5013 grid points) of mantle convection are analyzed with volume rendering of the temperature field and a new critical point analysis of the velocity field. As the Rayleigh number Ra is increased the thermal field develops increasingly thin plume-like structures along which heat is convected. These eventually break down and become turbulent. visualization methods are used to distinguish between various models of heat conductivity and to develop an intuitive understanding of the structure of the flow.

关键词： mantle convection feature extraction volume rendering critical points unsteady flow plumes

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