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检索条件"任意字段=Conference on Visualization and Data Analysis 2011"

共 1224 条记录，以下是121-130 订阅

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Crucial Nodes Centric Visual Monitoring and analysis of Computer Networks

Crucial Nodes Centric Visual Monitoring and Analysis of Comp...

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ASE International conference on Cyber Security (CyberSecurity) / ASE International conference on Social Informatics (SocialInformatics) / ASE International conference on Biomedical Computing (BioMedCom)

作者： Song, Hanchen Muelder, Chris W. Ma, Kwan-Liu Natl Univ Def Technol Changsha Hunan Peoples R China Univ Calif Davis Davis CA USA

ISBN: (纸本)9780769550145;9781479902194

Monitoring of computer network events is essential in uncertain and time varying situations. Several techniques and tools have been developed to reveal useful patterns from raw network data sets. Challenges for network monitoring include processing massive data, spotting unknown patterns, and interactive analysis for deeper reasoning. Generally, computers in intranets are categorized into crucial nodes or not depending on their roles. We address the issue of network events monitoring by focusing on crucial network nodes, and we present visualization approaches for crucial nodes monitoring and analysis. Contributions of this paper include an efficient categorization and exchange mechanism for multiple streaming data, a comprehensive interactive visualization system with coordinated views, and an intuitive radial visualization which fuses firewall data and IDS data inherently for crucial node monitoring. In our study using the IEEE VAST Challenge 2011 dataset, we found two kinds of anomalies.

关键词： Network events monitoring crucial node network visualization security visualization

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Design of Survey analysis System Based on data visualization

Design of Survey Analysis System Based on Data Visualization

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7th International conference on MEMS, NANO and Smart Systems (ICMENS 2011)

作者： Yu, Wei Capital Inst Phys Educ Comp Teaching Sect Beijing Peoples R China

ISBN: (纸本)9783037853122

Questionnaire Survey is one of the most popular methods in Social Science study, the process of which consists of three phases: data collection, analysis and representation. At present, the practical operations of the three phases are still backward, and the methods used in data analysis and statistic are still simple. This paper designed a Survey analysis System based on data visualization, which can not only realize survey on the Internet, but also brought data visualization into the phases of data analysis and representation, so as to help users to obtain and operate data visually and handily.

关键词： data visualization database system Survey

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OLAP on Complex data: visualization Operator Based on Correspondence analysis

OLAP on Complex Data: Visualization Operator Based on Corres...

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23rd International conference on Advanced Information Systems Engineering (CAiSE 2011)

作者： Loudcher, Sabine Boussaid, Omar Univ Lyon 2 ERIC Lab F-69676 Bron France

ISBN: (纸本)9783642297489

data warehouses and Online analysis Processing (OLAP) have acknowledged and efficient solutions for helping in the decision-making process. Through OLAP operators, online analysis enables the decision-maker to navigate and view data represented in a multidimensional manner. But when the data or objects to be analyzed are complex, it is necessary to redefine and enhance the abilities of the OLAP. In this paper, we suggest combining OLAP and data mining in order to create a new visualization operator for complex data or objects. This operator uses the correspondence analysis method and we call it VOCoDa (visualization Operator for Complex data).

关键词： OLAP complex data visualization factor analysis

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analysis of Text Cluster visualization in Emergent Self Organizing Maps Using Unigrams and Its Variations after Introducing Bigrams

Analysis of Text Cluster Visualization in Emergent Self Orga...

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International conference on Soft Computing for Problem Solving (SocProS 2011)

作者： Singh, Pramod Kumar Machavolu, Mahesh Bharti, Kusum Suda, Ranjith ABV Indian Inst Informat Technol & Management Gwa Gwalior India

ISBN: (纸本)9788132204909

The process of clustering aims to discover natural groupings, and thus present an overview of the classes (topics) in a collection of documents. In the field of artificial intelligence, this is known as unsupervised machine learning. Extraction of internal structure from document collections in the absence of pre-classified training data, is a challenging task in text-mining due to the high dimensionality of the input data (usually in the form of word-frequency vectors derived from the bag-of-words (BOW) model of document representation). Self Organizing Maps (SOM) represents high-dimensional data in the form of topology preserving two-dimensional projections which can be exploited for creating a natural visualization of data and at the same time to accomplish the task of dimensionality reduction. The feature of emergence which is the generation of complex systems and patterns by the cooperation of multiple elementary interactions provides a way of detecting higher level structures or cluster of clusters within a document corpus. The natural visualization of clusters is investigated in this study (rather than classification/categorization) using Emergent Self-Organized Maps by effectively introducing bigrams. Experiments have been conducted using a limited vocabulary of 925 documents containing 2000 unigrams and 1000 bigrams approximately to analyze the visualization of emergent higher level structures, document relatedness at lower level and at the same time show the presence of micro-clusters.

关键词： Text Clustering Dimensionality Reduction Unigrams Bigrams Frequency Vectors data visualization Emergent self-organizing maps

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Shining light on complex rdf data through advanced data visualization

Shining light on complex rdf data through advanced data visu...

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Joint International Semantic Technology conference, JIST 2011

作者： Bertault, Francois Feng, Wendy Krastins, Austris Yi, Liangrong Verza, Arturs Tom Sawyer Software 181 Montecito Avenue Oakland 94610 United States

ISBN: (纸本)9783642299223

This Demonstration paper discusses ongoing work at Tom Sawyer Software in the area of advanced visualization and analysis of very large data sets, including RDF data. There is a growing imperative to explore large data sets as part of opportunity and threat analysis in areas such as national defense, financial risk analysis, market intelligence, and disease epidemiology. An increasing volume of this type of information is represented as RDF graphs. By visualizing and visually analyzing data, it is possible to see patterns, trends, and outliers in complex RDF graphs that would otherwise be difficult or even impossible to discover. Since RDF graphs are by nature difficult for humans to read, Tom Sawyer Software has been developing an innovative, graphical approach to defining the schema of RDF data, visualizing salient parts of the RDF graph, and integrating social network analysis into the visualization process to provide intuitive visual navigation, query, and understanding of information. This Demonstration paper discusses the underlying technology and its realization in sophisticated software for building advanced data visualization and analysis applications for making sense of large RDF graphs. © 2012 Springer-Verlag.

关键词： data visualization

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A visualization System for the Comfort analysis of Modular Architecture: A Case Study

A Visualization System for the Comfort Analysis of Modular A...

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9th Annual International conference on Cooperative Design, visualization, and Engineering (CDVE)

作者： Kim, Doyoung Lee, Seongki Kim, Sung-Ah Sungkyunkwan Univ Dept Architecture Seoul South Korea Dept Architecture Chair CAAD ITA ETH Zurich Switzerland

ISBN: (纸本)9783642326080;9783642326097

According to the development of software, information sharing is possible between architectural design areas and other areas. Theoretically, information sharing has the advantage of should being able to quickly find to objective analysis of alternatives and an alternative that meets the constraint for designers. Although currently the design software that was made on collaboration is available energy analysis through data compatible, there are limits in terms of time and staff efficiency in design process. Thus, we will try to implement the process to allow generative design, visualization of analysis and optimization of alternative targeting factory manufacturing building that BIM-based design has been carried out to date. First, extracted information of the window as parameters among the building modeling information generate alternatives. After analysis of temperature for each alternative, modeling maps the color through the analyzed data. Consequently aesthetic of the design, the objectivity and efficiency can be achieved concurrently.

关键词： BIM Prefabricated Building Building Facade Generative Design Performance-Oriented Design Design Collaboration

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Energy-Saving Wall Materials database and data analysis

Energy-Saving Wall Materials Database and Data Analysis

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2nd International conference on Advances in Energy Engineering (ICAEE)

作者： Zhu Wei Tian Meixia Hu Xiaojun Zhejiang Univ City Coll 52 Huzhou St Hangzhou 310015 Zhejiang Peoples R China

ISBN: (纸本)9781627484251

A new energy-saving wall materials database was established based on the records of the construction administration. Through the analysis of the data, it was found that most of the new wall materials had fall out by the market selection since 1994, and the large scale constructions had more will to use new energy-saving wall materials than the will of small scale constructions. The database had also created a visualization application based on GIS to help the administration to make the policy more comfortably. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of the organizing committee of 2nd International conference on Advances in Energy Engineering (ICAEE).

关键词： Energy-saving Construction wall material data analysis Policy

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Xrootd Monitoring for the CMS Experiment

Xrootd Monitoring for the CMS Experiment

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International conference on Computing in High Energy and Nuclear Physics (CHEP)

作者： Bauerdick, L. A. T. Bloom, K. Bockelman, B. Bradley, D. C. Dasu, S. Sfiligoi, I. Tadel, A. Tadel, M. Wuerthwein, F. Yagil, A. Fermilab Natl Accelerator Lab Batavia IL 60510 USA

During spring and summer of 2011, CMS deployed Xrootd-based access for all US T1 and T2 sites. This allows for remote access to all experiment data on disk in the US. It is used for user analysis, visualization, running of jobs at computing sites when data is not available at local sites, and as a fail-over mechanism for data access in jobs. Monitoring of this Xrootd infrastructure is implemented on three levels. Basic service and data availability checks are performed by Nagios probes. The second level uses Xrootd's "summary data" stream;this data is aggregated from all sites and fed into a MonALISA service providing visualization and storage. The third level uses Xrootd's "detailed monitoring" stream, which includes detailed information about users, opened files and individual data transfers. A custom application was developed to process this information. It currently provides a real-time view of the system usage and can store data into ROOT files for detailed analysis. Detailed monitoring allows us to determine dataset popularity and to detect abuses of the system, including sub-optimal usage of the Xrootd protocol and the ROOT prefetching mechanism.

关键词： visualization

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A FRAMEWORK FOR NON-NOMINAL visualization AND PERCEIVED QUALITY EVALUATION

A FRAMEWORK FOR NON-NOMINAL VISUALIZATION AND PERCEIVED QUAL...

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ASME Internationl Design Engineering Technical conferences / Computers and Information in Engineering conference (IDETC/CIE)

作者： Wagersten, Ola Forslund, Karin Wickman, Casper Soderberg, Rikard Volvo Car Corp Perceived Qual Dept PVOS 93120 SE-40531 Gothenburg Sweden

ISBN: (纸本)9780791854792

Perceived Quality clusters different aspects that influence the customer's perception of non-functional quality on a product that are perceive through senses. All together those aspects and the harmony between them reflect the producer's ability to control product parameters and thereby also mirror the functional quality of the product. High Perceived Quality cannot be added to the product at the end of the developing process. Project prerequisites, system solution, factory capability etc. are criterion to succeed Therefore, it is important to be able to evaluate Perceived Quality early in the process when product system solutions and architecture are defined, although data maturity is low. This paper presents a comprehensive framework to manage and support evaluation of Perceived Quality aspects in a product development process. The framework is based on an industrial process in combination with recent research within the field The framework focuses on activities that can be performed at different stages in the developing process based on maturity of the CAD or styling data. For example, if the styling data is divided into different components by split-lines it has reached higher level of maturity then styling data that not has been divided Consequently, the choice of applied method is based on data maturity, regardless phase in the developing process. The framework contains methods based on several different simulation and analysis techniques. Design methods, Computer-Aided Tolerancing and FEA based non-rigid variation simulation are represented in the framework.

关键词： Variation simulation Perceived Quality Non-nominal visualization Tolerance analysis

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analysis And Research on Microblogging Network Model based on Crawler data

Analysis And Research on Microblogging Network Model based o...

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International conference on Computer Science and Network Technology (ICCSNT)

作者： Zhang Dong Xie Zhicheng Fuzhou Univ Dept Math & Comp Sci Fuzhou Fujian Peoples R China

ISBN: (纸本)9781457715846

Microblogs are very popular large-scale communication social networks nowadays in China. In order to study the characteristics of Sina Microblogs, we collect a large amount of users' data based on the Sina Microblogs and place them in the database. Using these data, we visualize the Microblogs network model and create a complex network model. We study Sina Microblogs' network properties through the data of the complex network model, such as nodes, links, degrees clustering coefficient and average distance. Then we analyse the similarity and difference between Sina and Twitter. The visualization of complex network helps users easily identify the central node and the edge area, so that information would be spread more effective and quickly in the shortest possible time through the specified node. So we discuss this method to deal with emergences especially natural disasters.

关键词： Complex network model Emergency Communication Sina Microblogs Network Properties

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