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V-Miner: Using enhanced parallel coordinates to mine product design and test data

V-Miner: Using enhanced parallel coordinates to mine product...

引用

KDD-2004 - Proceedings of the Tenth ACM SIGKDD International conference on Knowledge Discovery and data Mining

作者： Zhao, Kaidi Liu, Bing Tirpak, Thomas M. Schaller, Andreas Department of Computer Science University of Illinois at Chicago 851 S. Morgan St. Chicago IL 60607 Motorola Labs. 1301 E. Algonquin Rd. Schaumburg IL 60196 Motorola Labs. Heinrich-Hertz-Str.1 65232 Taunusstein Germany

ISBN: (纸本)1581138881

Analyzing data to find trends, correlations, and stable patterns is an important task in many industrial applications. This paper proposes a new technique based on parallel coordinate visualization. Previous work on parallel coordinate methods has shown that they are effective only when variables that are correlated and/or show similar patterns are displayed adjacently. Although current parallel coordinate tools allow the user to manually rearrange the order of variables, this process is very time-consuming when the number of variables is large. Automated assistance is required. This paper introduces an edit-distance based technique to rearrange variables so that interesting change patterns can be easily detected visually. The Visual Miner (V-Miner) software includes both automated methods for visualizing common patterns and a query tool that enables the user to describe specific target patterns to be mined or displayed by the system. In addition, the system can filter data according to rules sets imported from other data mining tools. This feature was found very helpful in practice, because it enables decision makers to visually identify interesting rules and data segments for further analysis or data mining. This paper begins with an introduction to the proposed techniques and the V-Miner system. Next, a case study illustrates how V-Miner has been used at Motorola to guide product design and test decisions.

关键词： Parallel processing systems

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Human factor integration into the development of a realistic tree rendering system based on LiDAR remote sensing

Human factor integration into the development of a realistic...

引用

conference on Stereoscopic Displays and Virtual Reality Systems XI

作者： Fujisaki, I Evans, DL Moorhead, RJ Mohammadi-Aragh, MJ Irby, DW Roberts, SD Mississippi State Univ Dept Forestry Mississippi State MS 39762 USA

ISBN: (纸本)0819451940

This paper introduces application of the Cave Automatic Virtual Environment (CAVE) to forest visualization and user studies which were designed to gain insight into human factors for system development. This interdisciplinary research project was undertaken by the visualization, analysis, and Imaging Laboratory and the Department of Forestry at Mississippi State University (MSU). The purpose was to create a forest management tool for remote examination of stands in a stereoscopic environment which allows users to observe and interact with realistic virtual stands. The datasets used in this study include measurements such as total height, Diameter at the Breast Height (DBH), and crown radii. The datasets were directly and indirectly generated from Light Detection and Ranging (LiDAR) data. The datasets from immature (eight-years-old) high density and mature (40-years-old) low density loblolly pine (Pinus taeda) stands were used to generate three types of tree models. These three models represent trees in different graphic-complexities and thus interactivity. In general, higher fidelity is preferred in visualization. However, there is a trade-off between graphic details and interaction speed. To determine an optimal model, a user study was designed to examine the influence photo-reality and interactivity have on the viewer's perception. Human subjects recruited from MSU's Department of Forestry will explore virtual stands rendered with one of the tree models in the CAVE and estimate forest parameters.

关键词： forest visualization human factor LiDAR

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EGOMiner: a genomics and proteomics data computation and interpretation system for biomedical applications

EGOMiner: a genomics and proteomics data computation and int...

引用

Proceedings of the IEEE Computational Systems Bioinformatics conference, CSB

作者： Weimin Feng G. Tuteja M.D. Wang Wallace H. Coulter Department of Biomedical Engineering Georgia Institute of Technology and Emory University USA School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA USA

EGOMiner, stands for enhanced gene ontology mining system, is a CORBA based tool developed for genomic and proteomic data analysis. One key function of EGOMiner is to provide biological data interpretation based on gene ontology with quantitative and statistical analysis and visualization by direct acyclic graph. Cross comparison of multiple experimental studies is supported. The other function is quality analysis of microarray chip images. The input is raw chip data and output is visualization of the data quality of the chip image. This is system significantly improves the GoMiner system that was designed and developed by the authors.

关键词： Genomics Bioinformatics Proteomics Biomedical computing Ontologies data visualization Biology computing data analysis Statistical analysis Image analysis

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IEEE visualization 2004

IEEE Visualization 2004

引用

IEEE conference on visualization

The following topics are dealt with: volume rendering; flow visualization; flow topology; medical visualization; finite element analysis; isosurfaces; data visualization; image processing; computer graphics.

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Getting to more abstract places using the metro map metaphor

Getting to more abstract places using the metro map metaphor

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Proceedings - Eighth International conference on Information Visualisation, IV 2004

作者： Nesbitt, Keith V. School of Information Technology Charles Sturt University Bathurst Australia

The network map of the London Underground is often put forward as a good example of information visualisation. Certainly this style of metro map has been adopted in many cities to assist train travellers understand the various routes and network connections. This paper reports on a preliminary investigation into the question: Can the metro map metaphor be adapted for effectively displaying more abstract knowledge? Four case studies are described that use the metro map metaphor for presenting abstract, interconnecting "trains of thought". These four case studies include using a metro map to summarise the ideas in a complex thesis, using a metro map to communicate a business plan, using a metro map as navigation aid for web pages and using a metro map to assist university students understand a course structure. This paper discusses the aspects of these abstract metro maps from an information visualisation perspective. Experiences learned from the case studies are used to introduce some issues and guidelines for using this metaphor to help people find their way through more abstract data.

关键词： Information analysis

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VisBiz: A Simplified visualization of Business Operation 04

VisBiz: A Simplified Visualization of Business Operation

引用

IEEE conference on visualization

作者： Ming C. Hao D.A. Keim U. Dayal Hewlett Packard Research Laboratories Germany

No abstract available.

ISBN: (纸本)9780780387881

No abstract available.

关键词： data visualization Region 6 data analysis Region 2 Laboratories Information analysis Credit cards

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Centralized remote structural monitoring and management of realtime data

Centralized remote structural monitoring and management of r...

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conference on Nondestructive Evaluation and Health Monitoring of Aerospace Materials and Composites III

作者： Han, L Newhook, JP Mufti, AA Univ Manitoba Winnipeg MB R3T 2N2 Canada

ISBN: (纸本)0819453102

Structural health monitoring (SHM) activities in civil engineering are increasing at a rapid pace in both research and field applications. This paper addresses the specific issue of incorporating internet technology into a structural health monitoring program. The issue of data volume versus communication speed is discussed along with a practical solution employed by ISIS Canada. The approach is illustrated through reference to several current case studies which include two bridges and a statue. It is seen that although the specifics of the projects and monitoring needs are different, the manner in which on-line monitoring can be conducted is very similar and easily allows for centralized monitoring. A general framework for website construction integrating sensing data and web camera options are presented. Issues related to simple real-time performance indices versus more comprehensive complex data analysis are discussed. Examples of on-line websites which allow visualization of new and historic data are presented. The paper also discusses future activities and rest arch needs related to centralized remote structural monitoring and management of real-time data.

关键词： structural health monitoring data acquisition data socket FTP real time FFT

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DGCVis: an exploratory 3D visualization of graph pyramids

DGCVis: an exploratory 3D visualization of graph pyramids

引用

International conference on Coordinated and Multiple Views in Exploratory visualization

作者： A. Kerren F. Breier P. Kugler Institute of Computer Graphics and Algorithms University of Technology Vienna Vienna Austria

Hierarchies of plane graphs, called graph pyramids, are used for collecting, storing and analyzing geographical information based on satellite images or other input data. Important for the better understanding of the geographical data, like landscape properties or thematical maps, is the appropriate visualization of graph pyramids and related information. In this paper, we present an interactive visualization tool that supports several coordinated views on graph pyramids, subpyramids, thematical maps, etc. Furthermore, some implementation details and application results are discussed.

关键词： Image segmentation Image analysis Satellites data visualization Shape Computer graphics Information analysis Algorithm design and analysis Geography Environmental factors

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analysis of geometrical relations between multiple sclerosis lesions and brain vasculature

Analysis of geometrical relations between multiple sclerosis...

引用

Medical Imaging 2004 conference

作者： Kozinska, D Holland, C Krissian, K Westin, CF Guttmann, CRG Harvard Univ Brigham & Womens Hosp Sch Med Ctr Neurol Imaging Boston MA 02115 USA

ISBN: (纸本)0819452823

Due to histological evidence of the fundamental role of the cerebral vessels in white matter abnormalities, recently there has been an increased interest in analyzing the relationship between brain white matter lesions in multiple sclerosis (MS) and brain vasculature. We developed a method for visualization and measurement of geometrical relationships between MS lesions and the brain vessels imaged with magnetic resonance (MR) imaging techniques. Using MR images we create surface models of lesions and vessels that constitute a base for quantitative analysis. In this work we analyze correlation between basic lesion geometrical characteristics and two features: 1) distances to vessels, and 2) vessel caliber. For the former, we compute a distance map from the vessel structure, such that each voxel stores its distance vector to the closest vessel. This allows the measurements of Euclidean distances to the closest vessels. For the latter, we compute a radius map in which each voxel stores the radius of its closest vessel. It is used to measure distribution of lesions with respect to the vessel caliber. We compute and analyze relations between the basic geometrical characteristics of lesions and the closest vessels locations and calibers. To demonstrate the feasibility of the developed technique we present results from the study of 3 MS cases.

关键词： multimodality data integration morphometric analysis magnetic resonance imaging multiple sclerosis

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Platform for intraoperative analysis of video streams

Platform for intraoperative analysis of video streams

引用

Medical Imaging 2004 conference

作者： Clements, LW Galloway, RL Vanderbilt Univ Dept Biomed Engn Nashville TN 37235 USA

ISBN: (纸本)0819452807

Interactive, image-guided surgery (IIGS) has proven to increase the specificity of a variety of surgical procedures. However, current IIGS systems do not compensate for changes that occur intraoperatively and are not reflected in preoperative tomograms. Endoscopes and intraoperative ultrasound, used in minimally invasive surgery, provide real-time (RT) information in a surgical setting. Combining the information from RT imaging modalities with traditional IIGS techniques will further increase surgical specificity by providing enhanced anatomical information. In order to merge these techniques and obtain quantitative data from RT imaging modalities, a platform was developed to allow both the display and processing of video streams in RT. Using a Bandit-H CV frame grabber board (Coreco Imaging, St. Laurent, Quebec) and the associated library API, a dynamic link library was created in Microsoft Visual C++ 6.0 such that the platform could be incorporated into the HGS system developed at Vanderbilt University. Performance characterization, using two relatively inexpensive host computers, has shown the platform capable of performing simple image processing operations on frames captured from a CCD camera and displaying the processed video data at near RT rates both independent of and while running the HGS system.

关键词： image-guided surgery intraoperative ultrasound endoscopy minimally invasive surgery

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