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Economic states on neuronic maps

Economic states on neuronic maps

引用

International conference on Neural Information Processing

作者： Cheng-Yuan Liou Yen-Ting Kuo Department of Computer Science and Information Engineering National Taiwan University Taiwan

ISBN: (纸本)9810475241

We test the idea of visualizing economic statistics data on self-organization related maps, which are the LLE, ISOMAP and GTM maps. We report initial results of this work. These three maps all have distinguished theoretical foundations. The statistic data usually span high-dimensional space, sometimes more than 10 dimensions. To perceive these data as a whole and to foresee future trends, perspective visualization assistance is an important issue. We use economic statistics for the United States over the past 25 years (1977 to 2001) and apply them on the maps. The results from these three maps display historic events along with their trends and significance.

关键词： Statistics data visualization Economic indicators Cost function Computer science Councils Automatic testing Statistical analysis Displays Unemployment

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Approximating normals for marching cubes applied to locally supported isosurfaces

Approximating normals for marching cubes applied to locally ...

引用

IEEE conference on visualization

作者： G.M. Nielson A. Huang S. Sylvester Computer Science and Engineering Arizona State University Tempe AZ USA

We present some new methods for computing estimates of normal vectors at the vertices of a triangular mesh surface approximation to an isosurface which has been computed by the marching cube algorithm. These estimates are required for the smooth rendering of triangular mesh surfaces. The conventional method of computing estimates based upon divided difference approximations of the gradient can lead to poor estimates in some applications. This is particularly true for isosurfaces obtained from a field function, which is defined only for values near to the isosurface. We describe some efficient methods for computing the topology of the triangular mesh surface, which is used for obtaining local estimates of the normals. In addition, a new, one pass, approach for these types of applications is described and compared to existing methods.

关键词： Isosurfaces Topology Approximation algorithms Lattices Interpolation Computer science State estimation data visualization data analysis

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Real-time data retrieval and new visualization techniques for the energy industry

Real-time data retrieval and new visualization techniques fo...

引用

Annual Hawaii International conference on System Sciences (HICSS)

作者： R.P. Klump J.D. Weber PowerWorld Corporation Lewis University Urbana IL USA PowerWorld Corporation Urbana IL USA

ISBN: (纸本)0769514359

Effective power system operation requires power system engineers and operators to analyze vast amounts of information. The authors have developed several techniques for visualizing large amounts of data including contouring, animated flows, and 3D visualization. These techniques have been completely integrated into PowerWorld Simulator, an offline system study tool for use in the energy industry. Integrating these visualization techniques with real-time data sources, such as those available in energy control centers, however, has presented a separate challenge to the wide dissemination of these visualization abilities. The paper presents a case study of integrating these abilities with control centers that utilize the Plant Information (PI) System for data storage and archival. Projects have been completed that integrate these visualization techniques into control centers for Commonwealth Edison in Lombard, Illinois and City Water Light and Power in Springfield, Illinois. A separate pilot project has also been completed with the Tennessee Valley Authority.

关键词： Information retrieval data visualization Power system simulation Power system analysis computing Power engineering and energy Systems engineering and theory Information analysis Animation Electrical equipment industry Control systems

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An agent-based approach to support formative assessment

An agent-based approach to support formative assessment

引用

International conference on Computers in Education

作者： J.L. Otsuka H.V. da Rocha Institute of Computing State University of Campinas-UNICAMP Sao Paulo Brazil

The formative assessment process and the difficulties found in online assessment overloads the educators activities. The doctoral research presented in this paper aims to reduce this overload through a formative asses... 详细信息

关键词： Information analysis Distance learning Authentication Writing Costs data analysis Context visualization Computerized monitoring Informatics

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DARE: a multidimensional environment for visualizing large set of medical data

DARE: a multidimensional environment for visualizing large s...

引用

International conference on Information Visualisation (IV)

作者： G. Santucci T. Catarci Dipartimento di Informatica e Sistemistica Universitàdi Roma E2809CLa SapienzaE2809D Rome Italy

We deal with the problem of automatic visualization of a large set of medical data and propose a framework that addresses the involved issues. Our approach does not depend on the particular data under analysis and its aim is to produce a highly effective visual representation. Such objective is made possible by the consistency of a set of logic rules contained in a knowledge base. These rules express facts and relationships about the visual domain, the data domain, the mapping between both domains, and the perceptual domain. Our approach has been tested against a challenging set of data, i.e., the biomedical data coming from the Nefrology Center of the Civil hospital of Vigevano.

关键词： Multidimensional systems data visualization Visual databases data models Prototypes Spatial databases Remuneration data analysis Logic Medical tests

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A walk-through system for building acoustics evaluation based on virtual environment technology

A walk-through system for building acoustics evaluation base...

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IEEE International conference on Industrial Technology (ICIT)

作者： Ying Zhang T. Fernando Center for Virtual Environments University of Sanford Greater Manchester UK

Virtual Reality technology, especially visualization and auralization, provides a useful method to interactively implement the subjective analysis and evaluation of acoustic properties prior to the actual construction of a building. This paper presents a Virtual Environment-based walk-through system for interactive acoustic evaluation of buildings within a CAVE environment. It describes the architecture of the system, the system components, schedule algorithm, synchronous integration of acoustic simulation and visualization. The trade-off algorithm of the real time simplified acoustic space simulation by B-format soundfield representation, non real time detailed acoustic space simulation and the comparison between them are also mentioned. Some cases such as airport, cinema, boardroom, underground station and classroom are studied in the two simulation methods respectively. The potential applications of this system are presented as well.

关键词： Virtual environment Buildings Virtual reality data visualization Acoustic applications Airports Motion pictures Real time systems Decision making Architecture

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State of the art techniques for nuclear emergency planning population analysis

State of the art techniques for nuclear emergency planning p...

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IEEE Symposium on Nuclear Science (NSS/MIC)

作者： R.L. Steinman Advent Engineering Services Inc. Ann Arbor MI USA

Nuclear emergency planning activities rely heavily upon computer-based decision support tools to gather and analyze extensive data. In many cases, much of this data has a distinctive relationship to a geographic location. Geographical information systems (GIS) provide a means to visualize, explore, and analyze geographically linked data, often revealing patterns, relationships, and trends that are not apparent in database or spreadsheet formats. This paper outlines the basic steps necessary for estimating the emergency planning zone (EPZ) evacuation time. Additionally, the paper illustrates the importance of understanding the underlying assumptions in the development of a GIS-based application.

关键词： Geographic Information Systems Power generation data analysis Information systems data visualization Software safety Information analysis Pattern analysis Visual databases Application software

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analysis of Service Value and Changing Characteristics of Ecological Land in Simao Basin in Recent 20 Years Based on visualization of Remote Sensing 10

Analysis of Service Value and Changing Characteristics of Ec...

引用

10th International conference on Agro-Geoinformatics, Agro-Geoinformatics 2022

作者： Su, Wenhao Chen, Yanyan Pu'Er University Institute of Political Science and Law China Agricultural and Rural Bureau Author of Wanshan in Tongren China

ISBN: (数字)9781665470780

ISBN: (纸本)9781665470780

Ecological land has irreplaceable functions such as regulation of drought and flood, conservation of biodiversity, aesthetic education, and heritage preservation. It's helpful to grasp the response of ecological land to the process of urbanization and provide localized case for reference by identifying the changed characteristics of ecological land and analyzing its service value. Based on the five-phase Landsat remote sensing images from 1997 to 2017 as the data source, combined with the visualization technology of remote sensing, which is used for the dynamic analysis and thematic map expression of service value and changed characteristics of ecological land in Simao basin. The results show that:(1) the classification method combined with support vector machine (SVM) after the decomposition of mixed pixels is more suitable for the identification of ecological land information in the study area, and the accuracy can reach 85.53%. (2)The overall number of dynamical change of ecological land in the study area shows a downward and convergent trend, from 3164.13hm2 in 1997 to 2745.63hm2 in 2017. The woodland area as a whole shows a decreasing trend of varying degrees, but there is a small increase in between 2012 and 2017;and the garden land area shows the 'inverted V-shaped' trend in 2002 when is the main boundary line, while the increase and decrease of farmland area are not fixed and alternate, showing irregular changes. (3)The change of the total service value of ecological land in the study area is declining, which is from 12.7217 × 107 yuan in 1997 to 9.6565 × 107 yuan in 2017, the ecological service value decrease by 3.0652 × 107 yuan during the period, and the reduction of average annual is 0.1533 × 107 yuan/a. The changing characteristics of ecological land in Simao basin within 20 years reflects the process of urban expansion, which aggravates the fragmentation of the ecological landscape pattern to a certain extent, interferes with the ecological self-effica

关键词： Remote sensing

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Exploring visualization of complex telecommunications systems network data

Exploring visualization of complex telecommunications system...

引用

IEEE International conference on Systems, Man and Cybernetics

作者： M. Myers R. Sterritt E.P. Curran Hongzhi Song School of Information and Software Engineering Faculty of Informatics University of Ulster Newtownabbey UK

High-speed broadband telecommunication systems are built with extensive redundancy and complex management systems to ensure robustness. The presence of a fault may be detected by the offending component, its parent component or by other components. This can potentially result in a net effect of a large number of alarm events being raised. There can be a considerable amount of alarm depending on the size and configuration of the network. data visualization can reduce mountains of data to visually insightful representations, which can aid decision-making and identification of faults. The paper explores data visualizations to provide a context to assist in the identification of such faults.

关键词： data visualization data mining Java Fault diagnosis Animation Switches Layout Software engineering Informatics Information analysis

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Intellectual technologies CAD for training opening systems

Intellectual technologies CAD for training opening systems

引用

IEEE International conference on Artificial Intelligence Systems (ICAIS)

作者： O. Koshkin I.G. Sidorkina LETI Saint Petersburg State Electrotechnical University USA

The task of a theoretical substantiation of principles and concepts of the automated design for the developed object displayed by a distributed educational rate is considered. The integration of methods of design algorithmic synthesis of new objects with technologies of intellectual processing of the information is shown. The offered method of creation of an educational resource opens an original direction in the preparation of experts on CAD systems.

关键词： Design automation Algorithm design and analysis Information analysis Design methodology Computer networks data mining Application software Information resources Abstracts visualization

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