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

共 54384 条记录，以下是3761-3770 订阅

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EuroVis 2022 - 24th Eurographics conference on visualization 2022

EuroVis 2022 - 24th Eurographics Conference on Visualization...

引用

24th Eurographics conference on visualization, EuroVis 2022

The proceedings contain 44 papers. The topics discussed include: of course it’s political! a critical inquiry into underemphasized dimensions in civic text visualization;visual analytics of contact tracing policy simulations during an emergency response;effective use of Likert scales in visualization evaluations: a systematic review;how accessible is my visualization? evaluating visualization accessibility with chartability;seeing through sounds: mapping auditory dimensions to data and charts for people with visual impairments;ModelWise: interactive model comparison for model diagnosis, improvement and selection;infographics wizard: flexible infographics authoring and design exploration;reusing interactive analysis workflows;leveraging analysis history for improved in situ visualization recommendation;and visual parameter selection for spatial blind source separation.

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visualization of Fighting Game Player Skills Using Imitation Learning Agents

Visualization of Fighting Game Player Skills Using Imitation...

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ieee Global conference on Consumer Electronics (GCCE)

作者： Ueno Masayuki Takami Tomoyuki Dept. of Game & Media Osaka Electro-Communication University Shijyonawate City Osaka Japan Dept. of Digital Games Osaka Electro-Communication University Shijyonawate City Osaka Japan

ISBN: (数字)9798350355079

ISBN: (纸本)9798350355086

If it is possible to develop a machine-learning algorithm capable of accurately predicting human behavior in a given situation, it is possible to use the machine-learned behavior as an agent that behaves in a human-like manner. Such imitation learning agents can be employed for a variety of educational purposes. Moreover, the use of XAI technology enables the visualization of the key elements that are important to the imitation learning agent. Such a visualization may prove useful for training players of fighting games.

关键词： Training visualization Imitation learning Games Prediction algorithms Behavioral sciences Consumer electronics

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Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis

Revisiting The Evaluation of Class Activation Mapping for Ex...

引用

ieee/CVF conference on Computer Vision and Pattern Recognition (CVPR)

作者： Poppi, Samuele Cornia, Marcella Baraldi, Lorenzo Cucchiara, Rita Univ Modena & Reggio Emilia Modena Italy

ISBN: (纸本)9781665448994

As the request for deep learning solutions increases, the need for explainability is even more fundamental. In this setting, particular attention has been given to visualization techniques, that try to attribute the right relevance to each input pixel with respect to the output of the network. In this paper, we focus on Class Activation Mapping (CAM) approaches, which provide an effective visualization by taking weighted averages of the activation maps. To enhance the evaluation and the reproducibility of such approaches, we propose a novel set of metrics to quantify explanation maps, which show better effectiveness and simplify comparisons between approaches. To evaluate the appropriateness of the proposal, we compare different CAM-based visualization methods on the entire ImageNet validation set, fostering proper comparisons and reproducibility.

关键词： Deep learning visualization Computer vision Protocols conferences Reproducibility of results Pattern recognition

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An Interactive visualization Tool for Computer Organization and Design Course

An Interactive Visualization Tool for Computer Organization ...

引用

ieee International conference on Electro-information Technology

作者： Mateo Garcia Quamar Niyaz Xiaoli Yang Ahmad Y. Javaid Sidike Paheding ECE Department Purdue University Northwest Hammond IN United States CSE Department Fairfield University Fairfield CT United States EECS Department The University of Toledo Toledo OH United States

ISBN: (数字)9798350330649

ISBN: (纸本)9798350330656

Computer Organization and Design is a pivotal course for learning an instruction set architecture (ISA), the microarchitecture which implements it, and determining a system’s overall performance. However, many concepts in this course have been found daunting to understand. To illustrate those concepts, an interactive desktop application is being developed using the Unity game engine for the purpose of enhancing student learning. This tool covers material that is traditionally covered in the course and adds security concepts to make students aware of the security issues associated with micro-architecture.

关键词： visualization Microarchitecture Instruction sets Organizations Games Computer architecture Computer security

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A Novel Model-driven Framework for the Development of Web-based Geographical information Systems 13

A Novel Model-driven Framework for the Development of Web-ba...

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13th International conference on Software Technology and Engineering, ICSTE 2023

作者： Hayat, Zara Azam, Farooque Anwar, Muhammad Waseem Rasheed, Yawar H-12 College of EME Department of Computer Software Engineering Islamabad Pakistan Malardalen University Department of Innovation Design and Engineering Vasteras Sweden

ISBN: (纸本)9798350371475

Web-based Geographical information Systems (Web-GIS) aim to store, analyze, and disseminate geospatial information, enabling effective decision-making. However, their development requires professional expertise and incurs high development costs, resulting in resource limitations for many organizations in developing their own GIS. To address these challenges, we propose a Geo-Location System (GLS) Framework with a Model-driven approach that will ease the developers to automatically develop their customized Web-GIS using Google Maps API. The framework incorporates a GLS meta-model encompassing essential concepts for Web-GIS development and proposes two novel features using OCL constraints to enhance the framework's capabilities. The framework also includes a customized tree editor and a graphical modeling tool that allows the easy modeling and visualization of any complex Web-GIS. Moreover, the framework provides an Acceleo transformation engine that automatically transforms models into executable Web code. The resulting source code is browser-ready without manual modifications. The proposed framework is validated with a real-world case study which demonstrates its effectiveness in reducing the overall development complexity, cost, and time. © 2023 ieee.

关键词： information systems

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Research on Site Planning of Communication Network Based on Genetic Algorithm

Research on Site Planning of Communication Network Based on ...

引用

2022 ieee International conference on information Technology, Communication Ecosystem and Management, ITCEM 2022

作者： Yin, Jiahao Cheng, Liheng Shenyang Aerospace University Electronic Information Engineering Liaoning Shenyang China

ISBN: (纸本)9781665463010

With the high velocity developments of 5G, the telecommunications bandwidth is becoming greater and greater, but the coverage area of base stations is becoming smaller and smaller. Therefore, in order to cover the same area, more base stations are needed, so making the planning and selection of communication network sites increasingly difficult. complex. Aiming at different base station planning problems, this paper solves the planning problem of base station site by establishing path loss model and using genetic algorithm. This paper firstly preprocesses the data visualization. Combined with the constraints in the problem, the genetic algorithm is used to optimize the location selection coordinates and the selection of base station types. Finally, using Matlab to solve the result, there are 3326 macro base stations and 217 micro base stations, the total cost is 33477, and the proportion of new base station business volume in the total business reaches 91.77%. © 2022 ieee.

关键词： Genetic algorithms

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Adaptive Grasping of the Soft Prosthetic Hand via Tactile Feedback 7

Adaptive Grasping of the Soft Prosthetic Hand via Tactile Fe...

引用

7th ieee International conference on Advanced Robotics and Mechatronics

作者： Lang, Yilin Chi, Haozhen Zhu, Wenxin Ren, Qinyuan Zhejiang Univ Coll Control Sci & Engn Hangzhou Peoples R China

ISBN: (数字)9781665483063

ISBN: (纸本)9781665483063

Objecting grasping is a widely concerned interaction method of prosthetic hands, which is a complicated task remaining to explore and optimize. Aiming to grasp various objects adaptively, a five-finger dexterous soft prosthetic hand is proposed in this paper. Traditional prosthetic hand structures mainly rely on external feedback signals including visual information, which would be disturbed by many factors. Compared with external information, internal signals would be more reliable. Thus, some internal sensors have been equipped in the designed hand to detect grasping motion state, with tactile sensors measuring contact force on fingertips and curvature sensors evaluating fingers' length deformation. Further, an adaptive control strategy is adopted to improve the performance of the designed prosthetic hand. Finally, a series of experiments are carried out to verify the effectiveness of the proposed control strategy. The corresponding results following the analysis show that the designed prosthetic hand can achieve great grasping performance on various unknown objects under the specific control strategy.

关键词： visualization Force measurement Force Tactile sensors Grasping Sensors Task analysis

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Towards a Survey on Static and Dynamic Hypergraph visualizations

Towards a Survey on Static and Dynamic Hypergraph Visualizat...

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ieee visualization conference (ieee VIS)

作者： Fischer, Maximilian T. Frings, Alexander Keim, Daniel A. Seebacher, Daniel Univ Konstanz Constance Germany

ISBN: (纸本)9781665433358

Leveraging hypergraph structures to model advanced processes has gained much attention over the last few years in many areas, ranging from protein-interaction in computational biology to image retrieval using machine learning. Hypergraph models can provide a more accurate representation of the underlying processes while reducing the overall number of links compared to regular representations. However, interactive visualization methods for hypergraphs and hypergraph-based models have rarely been explored or systematically analyzed. This paper reviews the existing research landscape for hypergraph and hypergraph model visualizations and assesses the currently employed techniques. We provide an overview and a categorization of proposed approaches, focusing on performance, scalability, interaction support, successful evaluation, and the ability to represent different underlying data structures, including a recent demand for a temporal representation of interaction networks and their improvements beyond graph-based methods. Lastly, we discuss the strengths and weaknesses of the approaches and give an insight into the future challenges arising in this emerging research field.

关键词： Hypergraphs hypergraph model temporal visualization visual analytics survey

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Improving Classroom Quality by Analyzing Student Behaviors Through Computer Vision 4

Improving Classroom Quality by Analyzing Student Behaviors T...

引用

4th International conference on information Science and Education, ICISE-IE 2023

作者： Chen, Xiaopan Li, Boyuan Zhu, Xiaoke Zhang, Tao School of Computer and Information Engineering Henan University Kaifeng China Henan Engineering Research Center of Intelligent Technology Henan University Kaifeng China Henan University Henan Key Laboratory of Big Data Analysis and Processing Kaifeng China

ISBN: (纸本)9798350394610

This paper aims to enhance the efficiency of teaching and learning by leveraging computer vision technology for automated analysis of student behavior in the classroom. We propose a feature-enhanced method for recognizing student behavior, which integrates an Upsampling module (UPS) and a convolutional block layer (CBL) module into the YOLOv5 model. This innovative approach significantly improves the detection and feature extraction capabilities for student targets, effectively addressing challenges associated with small-sized targets and lowresolution images. Through algorithm optimization, it achieves a balance in sample diversity, enhancing the model's adaptability and generalizability in complex classroom environments. Building upon these technological advancements, we have developed a Classroom Student Posture Perception System (CSP2S). This system integrates functions for data collection, student behavior detection, and result visualization. The CSP2S operates in realtime by capturing and analyzing students' behavioral dynamics while providing teachers with immediate feedback. Experimental results demonstrate that this system substantially reduces teachers' workload in student assessment, offering significant potential to improve teaching effectiveness. These robust technical advancements provide strong support for future applications in real educational environments. © 2023 ieee.

关键词： Students

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From Transtopia to Supertopia 3

From Transtopia to Supertopia

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3rd International conference on Digital Creation in Arts, Media and Technology (ARTeFACTo) - Emerging Extended Realities

作者： Vicente, Ana Teresa Univ Lisbon Fac Belas Artes CIEBA Largo Acad Nacl Belas Artes Lisbon Portugal

ISBN: (纸本)9798350310030

This paper presents the research and experimentation developed throughout the ongoing project From Transtopia to Supertopia. It explores the connections between art, bioArt, technology, and data visualization. Transtopia and Supertopia are two multi-layered projects that deal with archives, maps, and human migratory movements based on climate displacement predictions. Its starting point was at In-Situ Artist Residency and V54 (Hong Kong), and the second research moment was at the Halaqat research project at IMAL in Brussels. Transtopia, developed during the artist's residency in Hong Kong (January to April 2020), was based on three propositions: What if the archivist's worst nightmare came true and all our paper-based archives were suddenly lost forever, the body of each document mercilessly eaten away by a strange virus or bug plague? What if all the layers that map and separate the real and the imagined city collapsed onto themselves? Our ecological odds are just as flimsy. What is the use of trying to encapsulate fauna and flora behind glass? The second part of the research, Supertopia dealt with the suggested topic of Politics of Spaces and Bodies, provided by the Halaqat project (March 2022). It examines the different types of "transit" we can experiment with to relate to other people and places. Looking at the predictions related to forced climate displacement, how can the notions of identity and difference be questioned to dilute the human-made borders and increase human efforts to heal our natural environment?

关键词： maps bioArt data visualization climate displacement interdisciplinary practice-led research

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