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检索条件"任意字段=IEEE Information Visualization Conference/IEEE Visualization Conference"

共 54092 条记录，以下是4901-4910 订阅

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Fast Hybrid Relocation in Large Scale Metric-Topologic-Semantic Map

Fast Hybrid Relocation in Large Scale Metric-Topologic-Seman...

引用

ieee/RSJ International conference on Intelligent Robots and Systems (IROS)

作者： Drouilly, Romain Rives, Patrick Morisset, Benoit INRIA Mditerrane France

ISBN: (纸本)9781479969340

Navigation in large scale environments is challenging because it requires accurate local map and global relocation ability. We present a new hybrid metric-topological-semantic map structure, called MTS-map, that allows a fine metric-based navigation and fast coarse query-based localisation. It consists of local sub-maps connected through two topological layers at metric and semantic levels. Semantic information is used to build concise local graph-based descriptions of sub-maps. We propose a robust and efficient algorithm that relies on MTS-map structure and semantic description of sub-maps to relocate very fast. We combine the discriminative power of semantics with the robustness of an interpretation tree to compare the graphs very fast and outperform state-of-the-art-techniques. The proposed approach is tested on a challenging dataset composed of more than 13000 real world images where we demonstrate the ability to relocate within 0.12ms.

关键词： Databases Labeling Navigation Robots Robustness Semantics visualization Semantics navigation Robot visualization Database Robustness semiotics Fasting Relocation STRUCTURE MAPPING MAPPING(MATHEMATICAL) maps

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visualization OF OIL-RESERVOIRS OVER A LARGE RANGE OF SCALES AS A CATALYST FOR MULTIDISCIPLINARY INTEGRATION 4

VISUALIZATION OF OIL-RESERVOIRS OVER A LARGE RANGE OF SCALES...

引用

visualization 93, the 4th Annual ieee conference on visualization

作者： TYSON, S WILLIAMS, B Santos Ltd. Australia GeoVisual Systems Ltd. United Kingdom

ISBN: (纸本)0818639407

We discuss a system which provides a single, unified model of oil and gas reservoirs that is used across a range of disciplines from geologists to reservoir engineers. It has to store, manipulate and display reservoir phenomena which are observed over several orders of magnitude from 1mm to 10km. We propose that the current capabilites of visualization, over this range of scales, can remove perception barriers that have existed between disciplines and provide clear insights into the problems of modelling reservoirs from geological and engineering perspectives. © 1993 ieee.

关键词： visualization

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Toward high accuracy and visualization: An interpretable feature extraction method based on genetic programming and non-overlap degree

Toward high accuracy and visualization: An interpretable fea...

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ieee International conference on Bioinformatics and Biomedicine (ieee BIBM)

作者： Li, Zhuang He, Jie Zhang, Xiaotong Fu, Huadong Qin, Jingyan Univ Sci & Technol Beijing Sch Comp & Commun Engn Beijing Peoples R China Univ Sci & Technol Beijing Shunde Grad Sch Foshan Peoples R China Univ Sci & Technol Beijing Beijing Key Lab Knowledge Engn Mat Sci Beijing Peoples R China Univ Sci & Technol Beijing Beijing Adv Innovat Ctr Mat Genome Engn Beijing Peoples R China Univ Sci & Technol Beijing Inst Adv Mat & Technol Beijing Peoples R China Univ Sci & Technol Beijing Sch Mech Engn Beijing Peoples R China

ISBN: (纸本)9781728162157

Genetic programming (GP) has shown promising results in interpretable feature extraction, but few works considered both classification accuracy and data visualization as objectives. Evaluating the extracted features based on the combination of accuracy measures and visualization measures can help to achieve the two objectives simultaneously. However, the exploitation of improper visualization measures and combination methods will decrease the classification accuracy. In this paper, a novel feature extraction method based on GP and non-overlap degree is proposed to extract interpretable features for high accuracy and visualization. And a novel function that maximizes the product of the accuracy of a linear classifier and the non-overlap degree is proposed to evaluate the extracted features. The proposed method, named GP-ANO, is compared with other methods on five medical datasets by six common machine learning methods. The experimental results demonstrate that the GP-ANO method outperforms other compared methods in terms of both classification accuracy and data visualization.

关键词： feature extraction interpretation genetic programming non-overlap degree data visualization

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Evaluating Animated Transitions between Contiguous visualizations for Streaming Big Data

Evaluating Animated Transitions between Contiguous Visualiza...

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ieee visualization conference (VIS)

作者： Pereira, Tiago Moreira, Joao Mendes, Daniel Goncalves, Daniel Univ Lisbon Inst Super Tecn INESC ID Lisboa Lisbon Portugal Univ Porto INESC TEC Fac Engn Porto Portugal

ISBN: (纸本)9781728180144

An approach to analyzing Streaming Big Data as it comes in while maintaining the proper context of past events is to employ contiguous visualizations with an increasingly aggressive aggregation degree. This allows for the most recent data to be displayed in detail, while older data is shown in an aggregated form according to how long ago it was received. However, the transitions applied between visualizations with different aggregations must not compromise the understandability of the data flow. Particularly, new data should be perceived considering the context established by older data, and the visualizations should not be perceived as independent or unconnected. In this paper, we present the first study on transitions between two contiguous visualizations, focusing on time series data. We developed several animated transitions between a scatter plot, where all data points are individually represented as they arrive, and other visualizations where data is displayed in an aggregated form. We then conducted a user evaluation to assess the most appealing and effective transitions that allow for the best comprehension of the displayed data for each visualization pair.

关键词： Human-centered computing-visualization-visualization Techniques Human-centered computing-visualization-Empirical Studies in visualization

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Animating the Narrative: A Review of Animation Styles in Narrative visualization

Animating the Narrative: A Review of Animation Styles in Nar...

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2024 ieee visualization and Visual Analytics conference, VIS 2024

作者： Yang, Vyri Jasim, Mahmood Louisiana State University Baton RougeLA United States

ISBN: (纸本)9798350354850

Narrative visualization has become a crucial tool in data presentation, merging storytelling with data visualization to convey complex information in an engaging and accessible manner. In this study, we review the design space for narrative visualizations, focusing on animation style, through a comprehensive analysis of 80 papers from key visualization venues. We categorize these papers into six broad themes: Animation Style, Interactivity, Technology Usage, Methodology Development, Evaluation Type, and Application Domain. Our findings reveal a significant evolution in the field, marked by a growing preference for animated and non-interactive techniques. This trend reflects a shift towards minimizing user interaction while enhancing the clarity and impact of data presentation. We also identified key trends and technologies shaping the field, highlighting the role of technologies, such as machine learning in driving these changes. We offer insights into the dynamic interrelations within the narrative visualization domains, and suggest future research directions, including exploring non-interactive techniques, examining the interplay between different visualization elements, and developing domain-specific visualizations. © 2024 ieee.

关键词： Animation

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Natural Science visualization Using Digital Theater Software Adapting existing planetarium software to model ecological systems

Natural Science Visualization Using Digital Theater Software...

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4th International conference on information Science and Applications (ICISA)

作者： Luhr, Rachael Reimanis, Derek Cross, Renee Izurieta, Clemente Poole, Geoffrey C. Helton, Ashley Montana State Univ Software Engn Lab Dept Comp Sci Bozeman MT 59717 USA Monana State Univ Dept Land Resources & Environm Sci Montana Hall MT USA Duke Univ Dept Biol Durham NC 27706 USA Montana Inst Ecosyst Montana Hall MT USA

ISBN: (纸本)9781479906048;9781479906024

Data in the natural sciences can often be dense and difficult to understand. The process of visualizing this data helps to alleviate these issues. In this paper, we demonstrate how using digital theater software built for planetaria can be an appropriate medium in which to facilitate these visualizations;not only because of the software's complex and comprehensive graphics engine, but also as a means to convey the information this data is representing to the general public in way that is understandable, accessible and enjoyable. We exemplify the use of this technology through a case study where the simulation of water molecules in the Nyack Floodplain on the Middle Fork Flathead River, are visualized with dome technology.

关键词： smart media 3D planetarium content digital theatre flux networks

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Application of data mining in interactive information visualization design

Application of data mining in interactive information visual...

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2021 International conference of Social Computing and Digital Economy, ICSCDE 2021

作者： Ruixue, Wang Tianjin Academy of Fine Arts Tianjin300141 China

ISBN: (纸本)9781665401425

In order to overcome the problems of low precision of visual information mining and long time consuming of visual view generation in traditional interactive information visualization model, this paper proposes the application of data mining in the design of interactive information visualization model. Firstly, the decision tree algorithm of data mining algorithm is used to mine the interactive visual information. Based on the mining results, interactive information visualization reference model, interactive information visualization data state reference model and interactive information resource visualization model are constructed. Through the above model, the visual mapping processing of interactive information can be completed, and the visual view can be generated for the visual display of interactive information. The experimental results show that, compared with the traditional visualization model, the constructed visualization model has higher data mining accuracy, and can effectively shorten the generation time of visualization view and improve the efficiency of data processing. © 2021 ieee.

关键词： Data mining

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VAST to Knowledge: Combining tools for exploration and mining 07

VAST to Knowledge: Combining tools for exploration and minin...

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ieee Symposium on Visual Analytics Science and Technology

作者： Auvil, Loretta Llora, Xavier Searsmith, Duane Searsmith, Kelly Univ Illinois Natl Ctr Supercomp Applicat Automated Learning Grp Urbana IL 61801 USA Univ Illinois Natl Ctr Supercomp Applicat Data Intensive Technol & Applicat Urbana IL 61801 USA

ISBN: (纸本)9781424416592

The investigation of the VAST Contest collection provided a valuable test for text mining techniques. Our group has focused on creating analytical tools to unveil relevant patterns and to aid with the content navigation in such text collections. Our results show how such an approach, in combination with visualization techniques, can ease the discovery process especially when multiple tools founded on the same approach to data mining are used in complement to and in concert with one another.

关键词： text mining digital libraries information visualization visual analytics knowledge discovery H.5.2 [information interfaces and presentation] user interfaces 1.2.6 [Artificial intelligence] learning 1.2.7 [Artificial intelligence] natural language processing

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Non-invasive Player Experience Estimation from Body Motion and Game Context

Non-invasive Player Experience Estimation from Body Motion a...

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ieee conference on Computational Intelligence and Games (CIG)

作者： Burelli, Paolo Triantafyllidis, Georgios Patras, Ioannis Aalborg Univ DK-2450 Copenhagen Denmark Queen Mary Univ London London E1 4NS England

ISBN: (纸本)9781479935475

In this paper, we investigate on the relationship between player experience and body movements in a non-physical 3D computer game. During an experiment, the participants played a series of short game sessions and rated their experience while their body movements were tracked using a depth camera. The data collected was analysed and a neural network was trained to find the mapping between player body movements, player in-game behaviour and player experience. The results reveal that some aspects of player experience, such as anxiety or challenge, can be detected with high accuracy (up to 81 %). Moreover, taking into account the playing context, the accuracy can be raised up to 86%. Following such a multi-modal approach, it is possible to estimate the player experience in a non-invasive fashion during the game and, based on this information, the game content could be adapted accordingly.

关键词： Avatars Games Optical computing Optical sensors Three-dimensional displays Torso visualization three-dimensional displays Optical computing avatars Game theory Torso optical sensors body movement Game animals visualization experience Hunting

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AspectMaps: A Scalable visualization of Join Point Shadows

AspectMaps: A Scalable Visualization of Join Point Shadows

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ieee 19th International conference on Program Comprehension (ICPC)

作者： Fabry, Johan Kellens, Andy Ducasse, Stephane Univ Chile Dept Comp Sci Santiago Chile Vrije Univ Brussel Software Languages Lab Brussels Belgium INRIA Lille Nord Europe Lille France

ISBN: (纸本)9780769543987

When using Aspect-Oriented Programming, it is sometimes difficult to determine at which join point an aspect executes. Similarly, when considering one join point, knowing which aspects will execute there and in what order is non-trivial. This makes it difficult to understand how the application will behave. A number of visualizations have been proposed that attempt to provide support for such program understanding. However, they neither scale up to large code bases nor scale down to understanding what happens at a single join point. In this paper, we present AspectMaps - a visualization that scales in both directions, thanks to a multi-level selective structural zoom. We show how the use of AspectMaps allows for program understanding of code with aspects, revealing both a wealth of information of what can happen at one particular join point as well as allowing to see the "big picture" on a larger code base. We demonstrate the usefulness of AspectMaps on an example and present the results of a small user study that shows that AspectMaps outperforms other aspect visualization tools. Note: This paper heavily uses colors. Please use a color version to better understand the ideas presented here.

关键词： aspect-oriented programming visualization join point shadow

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