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检索条件"任意字段=14th Symposium on Large Data Analysis and Visualization"

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Visualizing the trustworthiness of a projection 14

Visualizing the trustworthiness of a projection

引用

14th European symposium on Artificial Neural Networks, ESANN 2006

作者： Aupetit, Michaël CEA - Département Analyse Surveillance Environnement BP 12 Bruyères-Le-Châtel91680 France

ISBN: (纸本)2930307064

the visualization of continuous multi-dimensional data based on their projection in a 2-dimensional space is a way to detect visually interesting patterns, as far as the projection provides a faithful image of the original data. We propose to visualize directly in the projection space, how much the neighborhood has been preserved or not during the projection. We color the Vorono'i cells associated with the segments of the Delaunay graph of the projections, according to their stretching or compression. We experiment these techniques with the Principal Component analysis and the Curvilinear Component analysis applied to different databases. © 2006 *** publication. All rights reserved.

关键词： Principal component analysis

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A Classification Scheme for Characterizing Visual Mining

A Classification Scheme for Characterizing Visual Mining

引用

symposium on Human Interface/14th International Conference on Human-Computer Interaction (HCI)

作者： Mozaffari, Elaheh Mudur, Sudhir Concordia Univ Montreal PQ Canada

ISBN: (纸本)9783642216688;9783642216695

Visual mining refers to the cognitive process which integrates the human in analysis of information when using interactive visualization systems. this paper presents a classification scheme which provides user-centered representation of goals and actions that a user performs during the visual mining process. the classification scheme has been developed using content-analysis of published literature containing precise descriptions of different visual mining tasks in multiple fields of study. there were two stages in the development. First, we defined all the sub-processes of visual mining process. then we used these sub-processes as a template to develop the initial coding scheme prior to utilizing specific data from each of the publications. As analysis proceeded, additional codes were developed and the initial coding scheme was refined. the results of the analysis were represented in the form of a classification scheme of the visual mining process. the naturalistic methods recommended by Lincoln and Guba have been applied to ensure that the content analysis is credible, transferable, dependable and confirmable.

关键词： Visual mining large dataset analysis human information behaviour

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Cognitive Dimensions of Notation tailored to environments for visualization and insights 15

Cognitive Dimensions of Notation tailored to environments fo...

引用

14th Brazilian symposium on Human Factors in Computing Systems, IHC 2015

作者： Ferreira, Juliana Jansen Segura, Vinícius Cerqueira, Renato IBM Research Rio de Janeiro Brazil

ISBN: (纸本)9781450353625

visualization diversity is a core resource for interpreting and getting insights about data. Different representations can support real-time decision-making and make more knowledge available for forecast and planning processes involving historical data analysis. Cognitive characteristics of visualization resources are crucial for visualization and insights environments. We present an initial tailored definition of Cognitive Dimensions of Notations (CDN) to support the evaluation and (re)design of such an environment. Using WISE (Weather InSights Environment) as a use case, we show evidences of how the tailored CDN can support HCI evaluation and discussions about the (re)design. © 2015 Association for Computing Machinery.

关键词： data visualization

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evoVision3D: A Multiscale visualization of Evolutionary Histories

evoVision3D: A Multiscale Visualization of Evolutionary Hist...

引用

14th International Conference on Parallel Problem Solving from Nature (PPSN)

作者： Kelly, Justin J. Jacob, Christian Univ Calgary Dept Comp Sci 2500 Univ Dr NW Calgary AB T2N 1N4 Canada

ISBN: (纸本)9783319458236;9783319458229

Evolutionary computation is a field defined by large data sets and complex relationships. Because of this complexity it can be difficult to identify trends and patterns that can help improve future projects and drive experimentation. To address this we present evoVision3D, a multiscale 3D system designed to take data sets from evolutionary design experiments and visualize them in order to assist in their inspection and analysis. Our system is implemented in the Unity 3D game development environment, for which we show that it lends itself to immersive navigation through large data sets, going even beyond evolution-based search and interactive data exploration.

关键词： Evolutionary computation Multiscale visualization Game engine

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Using teleporting, awareness and multiple views to improve teamwork in collaborative virtual environments

Using teleporting, awareness and multiple views to improve t...

引用

14th Eurographics symposium on Virtual Environments, EGVE 2008

作者： Dodds, Trevor J. Ruddle, Roy A. Visualization and Virtual Reality Research Group School of Computing University of Leeds United Kingdom

ISBN: (纸本)9783905674064

Mobile Group Dynamics (MGDs) are a suite of techniques that help people work together in large-scale collaborative virtual environments (CVEs). the present paper describes the implementation and evaluation of three additional MGDs techniques (teleporting, awareness and multiple views) which, when combined, produced a 4royr@*** times increase in the amount that participants communicated in a CVE and also significantly increased the extent to which participants communicated over extended distances in the CVE. the MGDs were evaluated using an urban planning scenario using groups of either seven (teleporting + awareness) or eight (teleporting + awareness + multiple views) participants. the study has implications for CVE designers, because it provides quantitative and qualitative data about how teleporting, awareness and multiple views improve groupwork in CVEs. © the Eurographics Association 2008.

关键词： Virtual reality

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Collecting issue management data for analysis with a unified model and API descriptions 14

Collecting issue management data for analysis with a unified...

引用

14th symposium on Programming Languages and Software Tools, SPLST 2015

作者： Hylli, Otto Mattila, Anna-Liisa Systä, Kari Department of Pervasive Computing Tampere University of Technology Tampere Finland

Reuse of analysis methods and tools for data from different issue management systems is challenging because there are differences in how the data is accessed and represented. While various approaches for collecting and analysing software engineering data have been developed, they do not generally pay so much attention into how to actually get the data from various sources. this paper presents a combined model for issue management data that is based on an investigation of four issue management systems. It also presents a proof of concept tool that can collect issue management data from different services into our analysis and visualization framework using an API description language that de- fines how to get the issue management data and how to convert it into our model. the aim of this approach is to allow the addition of new data sources by simply providing their API descriptions.

关键词： data visualization

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Misconfiguration detection for cloud datacenters using decision tree analysis

Misconfiguration detection for cloud datacenters using decis...

引用

14th Asia-Pacific Network Operations and Management symposium: "Management in the Big data and IoT Era", APNOMS 2012

作者： Uchiumi, Tetsuya Kikuchi, Shinji Matsumoto, Yasuhide Cloud Computing Research Center Fujitsu Laboratories Ltd. 4-1-1 Kamikodanaka Nakahara-ku Kawasaki Kanagawa 211-8588 Japan

ISBN: (纸本)9781467344944

Since many components comprising large scale cloud datacenters have a great number of configuration parameters (e.g. hostnames, languages, and time zones), it is difficult to keep consistencies in the configuration parameters. In such cases, misconfigured parameters can cause service failures. For this reason, we propose a misconfiguration detection method for large-scale cloud datacenters, which can automatically determine possible misconfigurations by identifying the relations existing among majority of the parameters using statistical decision tree analysis. We have also developed a pattern modification method to improve the accuracy of the decision tree approach. We evaluated the misconfiguration detection performance of the proposed method by using both artificial data and actual data. the results show that we can achieve higher accuracy (78.6% in the actual data) in misconfiguration detection by using the pattern modification. © 2012 IEEE.

关键词： Decision trees

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Parallel Implementation and Performance analysis of a 3D Oil Reservoir data visualization Tool on the Cell Broadband Engine and CUDA GPU

Parallel Implementation and Performance Analysis of a 3D Oil...

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14th IEEE International Conference on High Performance Computing and Communications (HPCC) / IEEE 9th International Conference on Embedded Software and Systems (ICESS)

作者： Sibai, Fadi N. Mohammad, Saadullah Kidwai, Hashir Karim Qamar, Bibrak Awwad, Falah Saudi Aramco R&D Ctr Dhahran 31311 Saudi Arabia UAE Univ IBM Cell Ctr Competency Fac Informat Technol Al Ain U Arab Emirates

ISBN: (纸本)9780769547497

Usefulness of graphically visualizing and manipulating large data sets in oil and gas exploration and production is as important as ever. this paper describes the development and parallelization of a multi-phase 3D oil-water reservoir visualization tool on the IBM Cell computer and CUDA enabled GPU. An independent Oil reservoir simulator described in [1] was used to generate the pressure and oil / water saturation values over a certain period of time. the oil reservoir visualization tool displays data grids in a 3D environment and allows the user to interact with it. Due to large speed requirements, our aim is to parallelize the computations required to interact with and visualize the grid, mainly transformation [2], zooming, camera movement [3] and compute intensive lighting model [4][5]. this tool also allows the user to playback the simulation results over a time duration and fetches data values upon mouse click at a particular grid point on a particular day. the development environments are nVIDIA CUDA and IBM Cell SDK 3.0 along with QT and OpenGL libraries. Various experiments were run on an x86 computer with nVIDIA Quadro FX 5800 GPU, and on an IBM Cell BE computer with 1 QS20 Cell blade containing two 9-core Cell processor packages. Our results indicate that the nVIDIA GPU provides on average, speed up of 67x over serial implementation and IBM Cell BE with 16 SPE SIMD implementation 32x over the serial implementation.

关键词： CUDA Nvidia GPU IBM Cell BE Oil Reservoir Oil reservoir simulator Parallel visualization tool OpenGL

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A spatial multiplexing technique based on large-scale fading for distributed antenna systems

A spatial multiplexing technique based on large-scale fading...

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14th IEEE International symposium on Personal, Indoor and Mobile Radio Communications

作者： Zhuang, HR Dai, L Yao, Y Tsinghua Univ State Key Lab Microwave & Digital Commun Beijing 100084 Peoples R China

ISBN: (纸本)7505350668

A spatial multiplexing technique for distributed antenna systems is proposed, where the mobile co-located with multiple antennas is capable of receiving distinct sub-streams from multiple widely separated antennas. Modulation and power are adapted based on the knowledge of large-scale fading, which varies much slower than instantaneous channel state information. three modulation and power adaptation criteria are presented, which minimize the error probability, minimize the power consumption and maximize data throughput, respectively. Simulations based on minimum error probability criterion illustrate the performance improvement compared with original V-BLAST. Based on minimum power consumption criterion and maximum data throughput criterion, numerical results also indicate that DAS is more power efficient, spectral efficient and uniform in quality of service than co-located antenna systems (CAS), which validates the previous theoretic analysis results.

关键词： Electric power utilization

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Demo: Cohort visualization and analysis of Patients with Inflammatory Bowel Disease

Demo: Cohort Visualization and Analysis of Patients with Inf...

引用

14th IEEE Workshop on Visual Analytics in Healthcare (VAHC)

作者： Sessler, David Ahmad, Salmah Kohlhammer, Jorn Fraunhofer IGD Darmstadt Germany Tech Univ Darmstadt Darmstadt Germany

ISBN: (纸本)9798350330243

this demo paper introduces the final version of a cohort analysis module for the support of treating patients with inflammatory bowel disease (IBD). It is not trivial to correctly diagnose the specific IBD in patients, and wrongly treated patients have to endure the disease effects for a long time, with large costs for the individuals and the healthcare systems. the goal of this work is complementing the examination of individual patients with interactive analyses of cohorts and populations with similar disease patterns to support learning from such similarities for future treatments. We report on additional data and functionality compared to 2021 and discuss an evaluation with eight IBD experts.

关键词： Human-centered computing visualization Visual Analytics Applied computing Life and medical sciences Health care information systems

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