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ISpace: interactive volume data classification techniques using independent component analysis

ISpace: interactive volume data classification techniques us...

引用

Pacific conference on Computer Graphics and Applications

作者： I. Takanashi E.B. Lum Kwan-Liu Ma S. Muraki Mitsubishi Electric Corporation Information Technology Research and Development Center Japan CIPIC University of California Davis CA USA CIPIC & Department of Computer Science University of California Davis USA National Institute for Advanced Industrial Science and Technology Tsukuba Japan

This paper introduces an interactive classification technique for volume data, called ISpace, which uses Independent Component analysis (ICA) and a multidimensional histogram of the volume data in a transformed space. Essentially, classification in the volume domain becomes equivalent to interactive clipping in the ICA space, which as demonstrated using several examples is more intuitive and direct for the user to classify data. The result is an opacity transfer function defined for rendering multivariate scalar volume data.

关键词： Independent component analysis Transfer functions Image segmentation Space technology Histograms Biomedical imaging data visualization Rendering (computer graphics) Biological materials Information technology

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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...

引用

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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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...

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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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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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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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Visualizing the WCCI 2006 Knowledge Domain

Visualizing the WCCI 2006 Knowledge Domain

引用

IEEE International conference on Fuzzy Systems (FUZZ-IEEE)

作者： N.J. van Eck L. Waltman J. van den Berg U. Kaymak Faculty of Economics Erasmus University Rotterdam Rotterdam Netherlands

In this paper, a knowledge domain visualization approach is applied to the computational intelligence held. A so-called concept map based on the abstracts of the papers presented at the WCCI 2006 is constructed and analyzed. The concept map provides an overview of the computational intelligence field by visualizing the associations between the field's main concepts. To analyze recent developments in the computational intelligence field, the concept map is compared with a concept map based on abstracts of the WCCI 2002. The analysis presented in the paper provides insight into the structure of the computational intelligence field and into the most significant developments in the field during the last years.

关键词： Abstracts Computational intelligence data mining data visualization Neural networks Fuzzy systems Evolutionary computation Frequency Information analysis

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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 ...

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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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