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

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Directed image search with local parallel feature axes

Directed image search with local parallel feature axes

引用

IEEE International conference on Multimedia and Expo (ICME)

作者： Stefan Gumhold Marcel Spehr Computer Science SMT CGV Technical University of Dresden Dresden Germany

The browsing of large image data bases has become a standard problem not only on the web but also in private photo collections. Most browsing techniques build on high dimensional feature spaces that are reduced to one or two dimensions when presented to the user. As this approach does not scale well with the size of the data base we propose to use an interface based on the concept of parallel coordinates. Around the currently selected image, we collect images for each feature dimension, which vary only in this feature coordinate, and present them to the user in a row by row fashion. In this way the user can understand the individual feature dimensions independently. Besides directed image search the interface is well suited to explore classes of images and furthermore to evaluate how intuitive individual feature dimensions are for the user.

关键词： Image color analysis Principal component analysis Painting Navigation data visualization Kernel Transform coding

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TreeVersity: Comparing tree structures by topology and node's attributes differences

TreeVersity: Comparing tree structures by topology and node'...

引用

IEEE Symposium on Visual Analytics Science and Technology (VAST)

作者： John Alexis Guerra Gómez Audra Buck-Coleman Catherine Plaisant Ben Shneiderman HCIL & Department of Computer Science University of Maryland USA Department of Art University of Maryland USA HCIL University of Maryland UMIACS USA

It is common to classify data in hierarchies, they provide a comprehensible way of understanding big amounts of data. From budgets to organizational charts or even the stock market, trees are everywhere and people find them easy to use. However when analysts need to compare two versions of the same tree structure, or two related taxonomies, the task is not so easy. Much work has been done on this topic, but almost all of it has been restricted to either compare the trees by topology, or by the node attribute values. With this project we are proposing TreeVersity, a framework for comparing tree structures, both by structural changes and by differences in the node attributes. This paper is based on our previous work on comparing traffic agencies using LifeFlow [1, 2] and on a first prototype of TreeVersity.

关键词： Vegetation data visualization visualization Educational institutions Image color analysis Computer science Topology

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Pointwise local pattern exploration for sensitivity analysis

Pointwise local pattern exploration for sensitivity analysis

引用

IEEE Symposium on Visual Analytics Science and Technology (VAST)

作者： Zhenyu Guo Matthew O. Ward Elke A. Rundensteiner Carolina Ruiz Computer Science Department Worcester Polytechnic Institute USA

Sensitivity analysis is a powerful method for discovering the significant factors that contribute to targets and understanding the interaction between variables in multivariate datasets. A number of sensitivity analysis methods fall into the class of local analysis, in which the sensitivity is defined as the partial derivatives of a target variable with respect to a group of independent variables. Incorporating sensitivity analysis in visual analytic tools is essential for multivariate phenomena analysis. However, most current multivariate visualization techniques do not allow users to explore local patterns individually for understanding the sensitivity from a pointwise view. In this paper, we present a novel pointwise local pattern exploration system for visual sensitivity analysis. Using this system, analysts are able to explore local patterns and the sensitivity at individual data points, which reveals the relationships between a focal point and its neighbors. During exploration, users are able to interactively change the derivative coefficients to perform sensitivity analysis based on different requirements as well as their domain knowledge. Each local pattern is assigned an outlier factor, so that users can quickly identify anomalous local patterns that do not conform with the global pattern. Users can also compare the local pattern with the global pattern both visually and statistically. Finally, the local pattern is integrated into the original attribute space using color mapping and jittering, which reveals the distribution of the partial derivatives. Case studies with real datasets are used to investigate the effectiveness of the visualizations and interactions.

关键词： Sensitivity analysis Vectors Image color analysis Analytical models data mining visualization

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Research on 3D GIS simulation system of mining surface subsidence

Research on 3D GIS simulation system of mining surface subsi...

引用

International conference on Remote Sensing, Environment and Transportation Engineering (RSETE)

作者： Weijia Guo Bei Jiang Bo Li College of Resources & Environmental Engineering Shandong University of Science and Technology Qingdao China Shandong University of Science and Technology Qingdao Shandong CN

ISBN: (纸本)9781424491728

Research on 3D GIS simulation system of pit mining surface subsidence is not merely simple extension of 2D geographic information system, but from spatial model analysis to spatial database structure until visualization of 3D data. The research and application of this system have important and positive significance on evaluation of mining surface subsidence damage, control of mine geological disaster, and ecological environment restoration in mining area.

关键词： Three dimensional displays Solid modeling data mining data models Biological system modeling Geographic Information Systems Analytical models

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TopicView: Visually Comparing Topic Models of Text Collections

TopicView: Visually Comparing Topic Models of Text Collectio...

引用

International conference on Tools for Artificial Intelligence (ICTAI)

作者： Patricia J. Crossno Andrew T. Wilson Timothy M. Shead Daniel M. Dunlavy Scalable Analysis and Visualization Sandia National Laboratories Albuquerque NM USA Data Analysis and Informatics Sandia National Laboratories Albuquerque NM USA

We present Topic View, an application for visually comparing and exploring multiple models of text corpora. Topic View uses multiple linked views to visually analyze both the conceptual content and the document relationships in models generated using different algorithms. To illustrate Topic View, we apply it to models created using two standard approaches: Latent Semantic analysis (LSA) and Latent Dirichlet Allocation (LDA). Conceptual content is compared through the combination of (i) a bipartite graph matching LSA concepts with LDA topics based on the cosine similarities of model factors and (ii) a table containing the terms for each LSA concept and LDA topic listed in decreasing order of importance. Document relationships are examined through the combination of (i) side-by-side document similarity graphs, (ii) a table listing the weights for each document's contribution to each concept/topic, and (iii) a full text reader for documents selected in either of the graphs or the table. We demonstrate the utility of Topic View's visual approach to model assessment by comparing LSA and LDA models of two example corpora.

关键词： data models Vectors Analytical models Bipartite graph Computational modeling visualization Layout

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Research of distributed attitude adjustment visual simulation technology based on OTV

Research of distributed attitude adjustment visual simulatio...

引用

International conference on Transportation, Mechanical, and Electrical Engineering (TMEE)

作者： Yong-xin Feng Xuan Zhao Fang Liu Ming-hao Tian Faculty of Information Science and Engineering SYLU Shenyang China

With the development of orbit transfer vehicle (OTV), attitude adjustment technology has become the focus of the research. For the necessary of interaction and extendibility which exit in the visual simulation of OTV attitude adjustment. According to the adjustment algorithm which based on OTV special attitude, technical assistance was provided by constructing the framework and function model of federation, and setting the mechanism of disposal and exchange of data which could meet attitude estimate and time synchronization in distributed simulation. The adjustment algorithm of attitude has been verified with an instance.

关键词： data models Unified modeling language visualization Orbits Analytical models data analysis Real time systems

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引用

International conference on Document analysis and Recognition

作者： Weihan Sun Koichi Kise Department of Computer Science and Intelligent Systems Osaka Prefecture University Osaka Japan

ISBN: (纸本)9781457713507

Manga, a kind of graphic novels expressed by sequential line drawings, is an important document image publication which is invoking more and more attentions for their copyright protection. Because of simple constructions and abstract expression styles, similar copies are always applied in plagiarisms of mangas. In addition, the enormous volume of copyrighted manga publications issues a challenge to the task of detecting suspicious images. Considering only some regions of interests (ROIs) require copyright protection, we propose a bag-of-features method using visual words based on ROIs for similar manga retrieval. In the experiments, we applied real manga publications as data and proved the effectiveness of the proposed method.

关键词： Feature extraction visualization Vectors databases Detectors Mutual information Computer vision

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ADMIRE Platform for Distributed data Integration and Mining

ADMIRE Platform for Distributed Data Integration and Mining

引用

2011 Eighth International conference on Fuzzy System and Knowledge Discovery(第八届模糊系统与知识发现国际会议 FSKD 2011)

作者： Viet Tran Ladislav Hluchy Ondrej Habala Branislav Simo Peter Krammer Institute of Informatics of the Slovak Academy of Sciences Dubravska cesta 984507 Bratislava Slovakia

In this paper, we present the platform for distributed data integration and mining which in developed within ADMIRE project in EU 7tb Framework Programme. The platform provides a specialized DISPEL language for describing workflow of data integration and mining. Users can create workflows using visual programming environment in Eclipse. Distributed execution of the workflow is done by gateway developed in ADMIRE project.

关键词： data mining Logic gates Distributed databases Servers data analysis data visualization

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Test data design of a program

Test data design of a program

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International conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC)

作者： Guohong Li Department of Management Engineering University of Zhengzhou Zhengzhou China

ISBN: (纸本)9781457705359

It is very important to choose reasonable test data for testing and verifying the correctness of a program, and this paper discusses and analyzes the methods of how to design the program test data in detail. It deems that the method of equivalent type division can be used for choosing the test data of a program when there is a clear-cut input data area, and the method of boundary value analysis can be used when the extreme value is known. The methods of logical covering test which includes command covering, judgment covering, condition covering, judgment and condition covering, and condition combination covering can also be used while the internal structure of the program is understood. The test data chosen by comprehensive utilization of these methods will achieve the best results of program test.

关键词： Testing Concrete Presses Economics Management information systems visualization

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Preserving Narratives in Electronic Health Records

Preserving Narratives in Electronic Health Records

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IEEE International conference on Bioinformatics and Biomedicine (BIBM)

作者： Vineeth Nair Milind Kaduskar Pratibha Bhaskaran Sandip Bhaumik Hodong Lee Frontier Research Group Samsung India Software Operations Bangalore India Samsung India Software Operations Bangalore India SAIT Suwon South Korea

Electronic Health Record (EHR) systems offer a structured approach for the collection, storage, retrieval and analysis of patient health data. However, this very emphasis on structure has led to systems that do not fully capture the rich insights present in the narratives that clinicians create and use to document patient 'stories'. We propose a solution of visually representing patient health data centered around the medical problem faced by the patient and augmented by interactivity. We focus on how patients' medical data could be represented such that it facilitates the discovery of insights and understanding of the patient's case that narratives bring to clinicians.

关键词： data visualization Medical diagnostic imaging History Computers Hospitals Hypertension

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