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DATA MODEL AND VISUALIZATION OF 3D CITY LANDSCAPE BASED ON INTEGRATED DATABASES 被引量:5
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作者 Li Deren Wang Yandong +1 位作者 Zhu Qing Gong Jianya 《Geo-Spatial Information Science》 1999年第1期21-25,共5页
Data acquisition and modeling are the two important, difficult and costful aspects in a Cybercity project. 2D-GIS is mature and can manage a lot of spatial data. Thus 3D-GIS should make the best of data and technology... Data acquisition and modeling are the two important, difficult and costful aspects in a Cybercity project. 2D-GIS is mature and can manage a lot of spatial data. Thus 3D-GIS should make the best of data and technology of 2D-GIS. Construction of a useful synthetic environment requires integration of multiple types of information like DEM, texture images and 3D representation of objects such as buildings. In this paper, the method for 3D city landscape data model and visualization based on integrated databases is presented. Since the data volume of raster are very huge, special strategies(for example, pyramid gridded method) must be adopted in order to manage raster data efficiently. Three different methods of data acquisition, the proper data structure and a simple modeling method are presented as well. At last, a pilot project of Shanghai Cybercity is illustrated. 展开更多
关键词 3D CITY LANDSCAPE INTEGRATED databaseS modeling visualIZATION
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Geological Panorama Database:Digitizing and Visualizingthe Geological Outcrops
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作者 DENG Yiying CHEN Dongyang +4 位作者 FAN Junxuan SHI Yukun HOU Xudong YANG Jiao XU Wenxiang 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2019年第S01期11-13,共3页
1 Introduction Geological outcrops or sections are the basis of geological research.However,the traditional methods for presenting them are mainly photos which fall short of delivering a true visual sense (Deng et al.... 1 Introduction Geological outcrops or sections are the basis of geological research.However,the traditional methods for presenting them are mainly photos which fall short of delivering a true visual sense (Deng et al.,2009;Hou et al.,2014).With the continuous development of image acquisition technology using single-lens reflex camera (SLR camera),image synthesis,large file storage and acquisition,panoramic visualization and network technology. 展开更多
关键词 GEOLOGICAL outcrops PANORAMA database DIGITIZATION visualIZATION
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Visual Programming of Stochastic Weather Generator and Future Applications on Agroecological Study
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作者 MAXiao-guang SHENZuo-rui +2 位作者 HUANGShao-ming LIZhi-hong GAOLing-wang 《Agricultural Sciences in China》 CAS CSCD 2003年第6期617-623,共7页
Based on former studies on weather simulator modules in IPMist laboratory, study on visual programming of stochastic weather generator(VS-WGEN)was continued. In this study, Markov Chain, Monte Carlo, Fourier Series, a... Based on former studies on weather simulator modules in IPMist laboratory, study on visual programming of stochastic weather generator(VS-WGEN)was continued. In this study, Markov Chain, Monte Carlo, Fourier Series, and weak stationary process were used to generate the daily weather data in software Matlab 6. 0, with the data input from 40 years' weather data recorded by Beijing Weather Station. The generated data includes daily maximum temperature, minimum temperature, precipitation and solar radiation. It has been verified that the weather data generated by the VS-WGEN were more accurate than that by the old WGEN, when twenty new model parameters were included. VS-WGEN has wide software applications, such as pest risk analysis, pest forecast and management. It can be implemented in hardware development as well, such as weather control in weather chamber and greenhouse for researches on ecological adaptation of crop varieties to a given location over time and space. Overall, VS-WGEN is a very useful tool for studies on theoretical and applied ecology. 展开更多
关键词 Stochastic weather generator visual programming Agroecological application
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CHDTEPDB:Transcriptome Expression Profile Database and Interactive Analysis Platform for Congenital Heart Disease 被引量:1
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作者 Ziguang Song Jiangbo Yu +7 位作者 Mengmeng Wang Weitao Shen Chengcheng Wang Tianyi Lu Gaojun Shan Guo Dong Yiru Wang Jiyi Zhao 《Congenital Heart Disease》 SCIE 2023年第6期693-701,共9页
CHDTEPDB(URL:http://chdtepdb.com/)is a manually integrated database for congenital heart disease(CHD)that stores the expression profiling data of CHD derived from published papers,aiming to provide rich resources for i... CHDTEPDB(URL:http://chdtepdb.com/)is a manually integrated database for congenital heart disease(CHD)that stores the expression profiling data of CHD derived from published papers,aiming to provide rich resources for investigating a deeper correlation between human CHD and aberrant transcriptome expression.The develop-ment of human diseases involves important regulatory roles of RNAs,and expression profiling data can reflect the underlying etiology of inherited diseases.Hence,collecting and compiling expression profiling data is of critical significance for a comprehensive understanding of the mechanisms and functions that underpin genetic diseases.CHDTEPDB stores the expression profiles of over 200 sets of 7 types of CHD and provides users with more convenient basic analytical functions.Due to the differences in clinical indicators such as disease type and unavoidable detection errors among various datasets,users are able to customize their selection of corresponding data for personalized analysis.Moreover,we provide a submission page for researchers to submit their own data so that increasing expression profiles as well as some other histological data could be supplemented to the database.CHDTEPDB is a user-friendly interface that allows users to quickly browse,retrieve,download,and analyze their target samples.CHDTEPDB will significantly improve the current knowledge of expression profiling data in CHD and has the potential to be exploited as an important tool for future research on the disease. 展开更多
关键词 Congenital heart disease(CHD) RNA expression data database visualIZATION
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Spatial Data Process Using Python Script and Visual Programming Language in ArcGIS
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作者 Pil Kwon 《Computer Technology and Application》 2013年第6期275-283,共9页
Data are limitless. But those are usually not formed or created in our needs. Most of data providers deliver their data in Microsoft Excel spreadsheet, which is compatible with ArcGIS, the most widely used GIS (Geogr... Data are limitless. But those are usually not formed or created in our needs. Most of data providers deliver their data in Microsoft Excel spreadsheet, which is compatible with ArcGIS, the most widely used GIS (Geographic Information System) software in GIS sector. However, those table data contain much unnecessary information that do not need for a certain project. Using the raw data can increase processing times and reduce performance of geoprocessing tools. This study shows steps of how the raw data are being processed using ArcGIS ModelBuilder and Python script. 展开更多
关键词 ARCGIS ARCMAP GIS Local Moran's I ModelBuilder PYTHON Python script visual programming language.
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Baseline Isolated Printed Text Image Database for Pashto Script Recognition
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作者 Arfa Siddiqu Abdul Basit +3 位作者 Waheed Noor Muhammad Asfandyar Khan M.Saeed H.Kakar Azam Khan 《Intelligent Automation & Soft Computing》 SCIE 2023年第7期875-885,共11页
The optical character recognition for the right to left and cursive languages such as Arabic is challenging and received little attention from researchers in the past compared to the other Latin languages.Moreover,the... The optical character recognition for the right to left and cursive languages such as Arabic is challenging and received little attention from researchers in the past compared to the other Latin languages.Moreover,the absence of a standard publicly available dataset for several low-resource lan-guages,including the Pashto language remained a hurdle in the advancement of language processing.Realizing that,a clean dataset is the fundamental and core requirement of character recognition,this research begins with dataset generation and aims at a system capable of complete language understanding.Keeping in view the complete and full autonomous recognition of the cursive Pashto script.The first achievement of this research is a clean and standard dataset for the isolated characters of the Pashto script.In this paper,a database of isolated Pashto characters for forty four alphabets using various font styles has been introduced.In order to overcome the font style shortage,the graphical software Inkscape has been used to generate sufficient image data samples for each character.The dataset has been pre-processed and reduced in dimensions to 32×32 pixels,and further converted into the binary format with a black background and white text so that it resembles the Modified National Institute of Standards and Technology(MNIST)database.The benchmark database is publicly available for further research on the standard GitHub and Kaggle database servers both in pixel and Comma Separated Values(CSV)formats. 展开更多
关键词 Text-image database optical character recognition(OCR) pashto isolated characters visual recognition autonomous language understanding deep learning convolutional neural network(CNN)
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AN APPROACH TO C SOFTWARE REUSE BASED ON DATABASE TECHNIQUES
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作者 秦小麟 钧海 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1999年第2期177-182,共6页
This paper presents a tool for managing, reusing and analysing C software code based on database techniques. The abstract information of entire software code is stored in a program database that is the conceptual sche... This paper presents a tool for managing, reusing and analysing C software code based on database techniques. The abstract information of entire software code is stored in a program database that is the conceptual scheme of the entire software, whereas the reuse component is a subscheme. Relational algebra can be conveniently used to manage, analyse and reuse C code. In the tool, we can manage, analyse and reuse any components in the program database and rapidly extract source code of any components or construct the program code of a new system. The rule system is introduced in reusing source code. 展开更多
关键词 software reuse program database software reengineering
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Structure design and establishment of database application system for alien species in Shandong Province,China 被引量:1
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作者 GUO Wei-hua LIU Heng +2 位作者 DU Ning ZHANG Xin-shi WANG Ren-qing 《Journal of Forestry Research》 SCIE CAS CSCD 2007年第1期11-16,共6页
This paper presents a case study on structure design and establishment of database application system for alien species in Shandong Province, integrating with Geographic Information System, computer network, and datab... This paper presents a case study on structure design and establishment of database application system for alien species in Shandong Province, integrating with Geographic Information System, computer network, and database technology to the research of alien species. The modules of alien species database, including classified data input, statistics and analysis, species pictures and distribution maps, and out date input, were approached by Visual Studio.net 2003 and Microsoft SQL server 2000. The alien species information contains the information of classification, species distinction characteristics, biological characteristics, original area, distribution area, the entering fashion and route, invasion time, invasion reason, interaction with the endemic species, growth state, danger state and spatial information, i.e. distribution map. Based on the above bases, several models including application, checking, modifying, printing, adding and returning models were developed. Furthermore, through the establishment of index tables and index maps, we can also spatially query the data like picture, text and GIS map data. This research established the technological platform of sharing information about scientific resource of alien species in Shandong Province, offering the basis for the dynamic inquiry of alien species, the warning technology of prevention and the fast reaction system. The database application system possessed the principles of good practicability, friendly user interface and convenient usage. It can supply full and accurate information inquiry services of alien species for the users and provide functions of dynamically managing the database for the administrator. 展开更多
关键词 Alien species database application system Distribution map SQL Server visual Studio.net Shandong Province
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A Two-folded Impact Analysis of Schema Changes on Database Applications
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作者 Spyridon K. Gardikiotis Nicos Malevris 《International Journal of Automation and computing》 EI 2009年第2期109-123,共15页
Database applications are becoming increasingly popular, mainly due to the advanced data management facilities that the underlying database management system offers compared against traditional legacy software applica... Database applications are becoming increasingly popular, mainly due to the advanced data management facilities that the underlying database management system offers compared against traditional legacy software applications. The interaction, however, of such applications with the database system introduces a number of issues, among which, this paper addresses the impact analysis of the changes performed at the database schema level. Our motivation is to provide the software engineers of database applications with automated methods that facilitate major maintenance tasks, such as source code corrections and regression testing, which should be triggered by the occurrence of such changes. The presented impact analysis is thus two-folded: the impact is analysed in terms of both the affected source code statements and the affected test suites concerning the testing of these applications. To achieve the former objective, a program slicing technique is employed, which is based on an extended version of the program dependency graph. The latter objective requires the analysis of test suites generated for database applications, which is accomplished by employing testing techniques tailored for this type of applications. Utilising both the slicing and the testing techniques enhances program comprehension of database applications, while also supporting the development of a number of practical metrics regarding their maintainability against schema changes. To evaluate the feasibility and effectiveness of the presented techniques and metrics, a software tool, called DATA, has been implemented. The experimental results from its usage on the TPC-C case study are reported and analysed. 展开更多
关键词 Software engineering database applications impact analysis program slicing coupling metrics.
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Database Development Based on MFC Application in Management of Curriculum Information
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作者 Mao Wang Tuo Chen Yong Jiang 《Intelligent Information Management》 2017年第6期236-244,共9页
There are hundreds of records in the curriculum of our Language Learning Lab every semester and every record has several important properties. It takes too much time to manage the information in the traditional way an... There are hundreds of records in the curriculum of our Language Learning Lab every semester and every record has several important properties. It takes too much time to manage the information in the traditional way and it always makes mistakes. Managing the information with database technology, designing program to access the database with Visual c tool, setting a combobox in the application UI and inquiring curriculum information by selecting the room name in the combobox. It is easy to operate the program for the staff members. The result is accurate, this way promotes the efficiency of managing information. 展开更多
关键词 CURRICULUM INFORMATION database programming SKILL Microsoft FOUNDATION CLASSES
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aflak:Visual programming environment enabling end-to-end provenance management for the analysis of astronomical datasets 被引量:1
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作者 Malik Olivier Boussejra Rikuo Uchiki +4 位作者 Yuriko Takeshima Kazuya Matsubayashi Shunya Takekawa Makoto Uemura Issei Fujishiro 《Visual Informatics》 EI 2019年第1期1-8,共8页
This paper describes an extendable graphical framework,aflak,which provides a visualization and provenance management environment for the analysis of multi-spectral astronomical datasets.Via its node editor interface,... This paper describes an extendable graphical framework,aflak,which provides a visualization and provenance management environment for the analysis of multi-spectral astronomical datasets.Via its node editor interface,aflak allows the astronomer to compose transforms on input datasets queryable from public astronomical data repositories,then to export the results of the analysis as Flexible Image Transport System(FITS)files,in a manner such that the full provenance of the output data be preserved and reviewable,and that the exported file be usable by other common astronomical analysis software.FITS is the standard of data interchange in astronomy.By embedding aflak’s provenance data into FITS files,we both achieve interoperability with existing software and full reproducibility of the process by which astronomers make discoveries. 展开更多
关键词 ASTRONOMY PROVENANCE visual programming visualIZATION
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A New Integrated System of Logic Programming and Relational Database
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作者 邓铁清 吴泉源 王志英 《Journal of Computer Science & Technology》 SCIE EI CSCD 1993年第1期58-67,共10页
Based on the study of the current two methods—interpretation and compilation—for the integration of logic programming and relational database,a new precompilation-based interpretive approach is proposed.It inherits ... Based on the study of the current two methods—interpretation and compilation—for the integration of logic programming and relational database,a new precompilation-based interpretive approach is proposed.It inherits the advantages of both methods,but overcomes the drawbacks of theirs.A new integrated system based on this approach is presented,which has been implemented on Micro VAX Ⅱ and applied to practise as the kernel of the GKBMS knowledge base management system.Also discussed are the key implementation techniques,including the coupling of logic and relational database systems,the compound of logic and relational database languages,the partial evaluation and static optimization of user's programs,fact scheduling and version management in problem-solving. 展开更多
关键词 logic programming relational database COUPLING COMPOUND COMPILATION INTERPRETATION precompilation-based interpretation optimization partial evaluation VERSION
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Asyncflow: A visual programming tool for game artificial intelligence
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作者 Zhipeng Hu Changjie Fan +2 位作者 Qiwei Zheng Wei Wu Bai Liu 《Visual Informatics》 EI 2021年第4期20-25,共6页
Visual programming tools are widely applied in the game industry to assist game designers in developing game artificial intelligence(game AI)and gameplay.However,testing multiple game engines is a time-consuming opera... Visual programming tools are widely applied in the game industry to assist game designers in developing game artificial intelligence(game AI)and gameplay.However,testing multiple game engines is a time-consuming operation,which degrades development efficiency.To provide an asynchronous platform for game designers,this paper introduces Asyncflow,an open-source visual programming solution.It consists of a flowchart maker for game logic explanation and a runtime framework integrating an asynchronous mechanism based on an event-driven architecture.Asyncflow supports multiple programming languages and can be easily embedded in various game engines to run flowcharts created by game designers.©2021 The Authors. 展开更多
关键词 visual programming Flowchart Game Artificial Intelligence
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Design and Implementation of a Programming Learning Support System Using the Concepts of Physical Visualization and Serious Gaming
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作者 Noriyuki Ishiguro Yusuke Saitoh +1 位作者 Kazuhiro Yamamoto Hirohide Haga 《Journal of Computer and Communications》 2022年第11期197-223,共27页
The purpose of this research is the design and implementation of a support system for learning programming. To archive this purpose, in this article, we propose a Puzzle Programming System that uses jigsaw puzzles as ... The purpose of this research is the design and implementation of a support system for learning programming. To archive this purpose, in this article, we propose a Puzzle Programming System that uses jigsaw puzzles as an example of the application of physical visualization, which visualizes logical constraints to physical ones. This Puzzle Programming System aims to teach basic programming concepts by presenting the invisible constraints of programming language syntax using the visual constraints of jigsaw puzzle pieces. This system runs on an Apple iPad and was developed using the Unity game engine. We used YAML as a data format for serializing structured data for data management. By inviting high school students to try out a prototype, we could confirm the usefulness of the Puzzle Programming System. The experimental evaluation results also shed light on aspects of the game that need to be redesigned and parts where the visual programming model needs to be modified and expanded. 展开更多
关键词 Serious Gaming Augmented Reality visual programming Constraint visualization
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VISUAL SIMULATION OF COLD ROLL-FORMING BASED ON OBJECT ORIENTED PROGRAMMING 被引量:1
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作者 ZhangLele TanNanlin +1 位作者 ZhangHuadi LiuCai 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第1期70-72,共3页
To simulate the process of cold roll-forming process, a new method isadopted. The theoretical foundation of this method is an elastic-plastic large deformation splinefinite strip method based on object-oriented progra... To simulate the process of cold roll-forming process, a new method isadopted. The theoretical foundation of this method is an elastic-plastic large deformation splinefinite strip method based on object-oriented programming. Combined with the computer graphicstechnology, the visual simulation of cold roll-forming is completed and the system is established.By analyzing common channel steel, the process is shown and explained including theory method, modeland result display. So the simulation system is already a kind of mature and effective tool toanalyze the process of cold roll forming. 展开更多
关键词 Object-oriented programming visual simulation Cold roll-forming Splinefinite strip method
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基于ⅢF A/V规范和Avalon系统的大学图书馆视听数据库建设研究
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作者 张毅 熊泽泉 +1 位作者 胡晓明 陈丹 《图书馆杂志》 北大核心 2024年第1期50-58,49,共10页
随着中国网络基础设施的不断改善,视听媒体在年轻一代中非常流行,给以文本资源为主的图书馆带来了挑战。本研究旨在探究国内外大学图书馆视听资源数据库建设的现状,借鉴ⅢF规范在图像资源管理方面的成功经验和各种视听保存社区的实践,... 随着中国网络基础设施的不断改善,视听媒体在年轻一代中非常流行,给以文本资源为主的图书馆带来了挑战。本研究旨在探究国内外大学图书馆视听资源数据库建设的现状,借鉴ⅢF规范在图像资源管理方面的成功经验和各种视听保存社区的实践,提出基于ⅢF A/V规范与开源软件的中国大学图书馆视听资源管理方法。通过分析华东师范大学图书馆在视听资源保存、流媒体发布、时间轴气泡注释、转录、视听结构化和开放共享方面的实践,进行实证研究。 展开更多
关键词 视听数据库 ⅢF A/V Avalon媒体系统 视听可视化
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Visual FoxPro在医院统计工作中的应用
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作者 杨正鹭 阳智宏 +3 位作者 陆振展 卢祖强 陈国纬 李艳 《大众科技》 2023年第2期8-11,共4页
随着信息化技术的发展,巨大的数据需求对医院统计人员提出了更高要求,迫切需要一个高效、易操作、成本低、适用性广的患者信息统计方式。Visual FoxPro作为一款实用的数据库开发系统,拥有可视化的数据库管理系统平台,具有极高的信息系... 随着信息化技术的发展,巨大的数据需求对医院统计人员提出了更高要求,迫切需要一个高效、易操作、成本低、适用性广的患者信息统计方式。Visual FoxPro作为一款实用的数据库开发系统,拥有可视化的数据库管理系统平台,具有极高的信息系统开发可行性。文章通过分析Visual FoxPro为媒介来实现患者信息存储、查询、修改、统计等基本功能,为医院的数据统计工作提供参考。 展开更多
关键词 医院统计 病案首页 数据库 visual FoxPro
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程序调试中的数据结构演变可视化方法
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作者 苏庆 陈建成 +2 位作者 顾国生 刘冬宁 黄剑锋 《计算机工程》 CAS CSCD 北大核心 2024年第9期197-207,共11页
数据结构是程序执行时的重要信息载体,其演变过程往往较为复杂和抽象。针对程序设计初学者较难理解数据结构演变过程的问题,提出一种面向程序调试中的数据结构演变可视化方法。在调试开始时,首先使用组件表达式表示数据结构,然后通过配... 数据结构是程序执行时的重要信息载体,其演变过程往往较为复杂和抽象。针对程序设计初学者较难理解数据结构演变过程的问题,提出一种面向程序调试中的数据结构演变可视化方法。在调试开始时,首先使用组件表达式表示数据结构,然后通过配置表以及布局函数将组件表达式生成可视化视图。在进行单步调试后,通过对比单步调试前后的可视化数据方式生成组件演变行为,运用有限状态机理论构建数据结构演变模型,该模型的执行使得组件发生演变,同时生成可视化动作。使用动画单元执行可视化动作,实现数据结构演变的可视化呈现,帮助初学者理解数据结构相关程序的执行过程。实验结果表明,将该方法应用于1个数据结构演变可视化框架StructV,并应用于1个在线可视化编程实训云平台的研发,可有效降低初学者理解数据结构演变过程的难度,并提升编程实训时的程序调试效率。 展开更多
关键词 程序调试 数据结构可视化 组件演变行为 有限状态机 数据结构演变模型
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基于可视化技术的船体制造数据管控方法
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作者 李瑞 张诚 +2 位作者 张磊 鲁宁 刘晓 《船海工程》 北大核心 2024年第2期61-65,共5页
为解决传统船体建造过程中存在生产数据记录与管理混乱、生产数据分析不深入,工作人员缺乏现场有效的决策支持与生产指导等问题,通过以制造阶段为导向对船体制造数据流的分析,构建相关工序的指标关系模型与船体制造数据库;基于Echarts、... 为解决传统船体建造过程中存在生产数据记录与管理混乱、生产数据分析不深入,工作人员缺乏现场有效的决策支持与生产指导等问题,通过以制造阶段为导向对船体制造数据流的分析,构建相关工序的指标关系模型与船体制造数据库;基于Echarts、three.js等可视化技术与B/S架构将船体产品模型及指标模型集成到船体制造管控系统,实现产品模型信息与数据模型信息的统一呈现,以及船体制造数据的查询、修改、录入等功能,达到辅助管理人员现场生产决策的效果。 展开更多
关键词 船体制造 可视化技术 数据管控 数据库技术
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Risk stratification in gastric cancer lung metastasis: Utilizing an overall survival nomogram and comparing it with previous staging
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作者 Zhi-Ren Chen Mei-Fang Yang +4 位作者 Zhi-Yuan Xie Pei-An Wang Liang Zhang Ze-Hua Huang Yao Luo 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第2期357-381,共25页
BACKGROUND Gastric cancer(GC)is prevalent and aggressive,especially when patients have distant lung metastases,which often places patients into advanced stages.By identifying prognostic variables for lung metastasis i... BACKGROUND Gastric cancer(GC)is prevalent and aggressive,especially when patients have distant lung metastases,which often places patients into advanced stages.By identifying prognostic variables for lung metastasis in GC patients,it may be po-ssible to construct a good prediction model for both overall survival(OS)and the cumulative incidence prediction(CIP)plot of the tumour.AIM To investigate the predictors of GC with lung metastasis(GCLM)to produce nomograms for OS and generate CIP by using cancer-specific survival(CSS)data.METHODS Data from January 2000 to December 2020 involving 1652 patients with GCLM were obtained from the Surveillance,epidemiology,and end results program database.The major observational endpoint was OS;hence,patients were se-parated into training and validation groups.Correlation analysis determined va-rious connections.Univariate and multivariate Cox analyses validated the independent predictive factors.Nomogram distinction and calibration were performed with the time-dependent area under the curve(AUC)and calibration curves.To evaluate the accuracy and clinical usefulness of the nomograms,decision curve analysis(DCA)was performed.The clinical utility of the novel prognostic model was compared to that of the 7th edition of the American Joint Committee on Cancer(AJCC)staging system by utilizing Net Reclassification Improvement(NRI)and Integrated Discrimination Improvement(IDI).Finally,the OS prognostic model and Cox-AJCC risk stratification model modified for the AJCC system were compared.RESULTS For the purpose of creating the OS nomogram,a CIP plot based on CSS was generated.Cox multivariate regression analysis identified eleven significant prognostic factors(P<0.05)related to liver metastasis,bone metastasis,primary site,surgery,regional surgery,treatment sequence,chemotherapy,radiotherapy,positive lymph node count,N staging,and time from diagnosis to treatment.It was clear from the DCA(net benefit>0),time-de-pendent ROC curve(training/validation set AUC>0.7),and calibration curve(reliability slope closer to 45 degrees)results that the OS nomogram demonstrated a high level of predictive efficiency.The OS prediction model(New Model AUC=0.83)also performed much better than the old Cox-AJCC model(AUC difference between the new model and the old model greater than 0)in terms of risk stratification(P<0.0001)and verification using the IDI and NRI.CONCLUSION The OS nomogram for GCLM successfully predicts 1-and 3-year OS.Moreover,this approach can help to ap-propriately classify patients into high-risk and low-risk groups,thereby guiding treatment. 展开更多
关键词 Gastric cancer Lung metastasis NOMOGRAMS SURVEILLANCE EPIDEMIOLOGY Surveillance epidemiology and end results program database Overall survival Prognosis
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