Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium最新文献_第3页

The Main Models and Approaches in Creating of Innovations in the Post-COVID World in the Area of Information Technologies 后疫情时代信息技术领域创新的主要模式和途径

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_5

Yu.M. Bolshakova, V. Taratukhin

引用次数: 0

Dynamic Reconfiguration of a Distributed Information-Computer Network of an aircraft 飞机分布式信息-计算机网络的动态重构

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_10

A. Solovyov, M. Semenov, N. Selvesyuk, V. Kosyanchuk, E. Zybin, V. Glasov

引用次数: 2

Development of a Robot for Building a Map of the Area 区域地图绘制机器人的研制

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_26

A. A. Papina

引用次数: 0

Disciplinary Routing as a Factor of Activization of Scientific Mobility 学科路径是科学流动的激活因素

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_1

A. Zatsarinnyy, A. P. Shabanov

引用次数: 1

Disadvantages of Relational DBMS for Big Data Processing 关系型DBMS在大数据处理中的缺点

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_23

S. Borisova, A. Zein

引用次数: 0

Challenges and Prospects for Cloud-Based Enterprise Systems in Tradition-Focused Cultures: A Design Thinking Case Study 以传统为中心的文化中基于云的企业系统的挑战和前景:一个设计思维案例研究

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_2

Artem Levchenko, V. Taratukhin

引用次数: 0

Key Concepts for Experience-Driven Innovation 体验驱动型创新的关键概念

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_25

I. Firsova, V. Taratukhin

引用次数: 0

Development of Special Software for Solving Large-Dimensional Transport Problems with a Modified Genetic Algorithm Using Multithreading Properties 利用多线程特性的改进遗传算法求解大维传输问题专用软件的开发

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-95494-9_17

S. Podvalny, D. Vdovin, Y. Zolotukhina

引用次数: 0

Exploring Themes and Bias in Art using Machine Learning Image Analysis. 使用机器学习图像分析探索艺术中的主题和偏见。

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2020-04-01 DOI: 10.1109/SIEDS49339.2020.9106656

Sudeepti Surapaneni, Sana Syed, Logan Yoonhyuk Lee

{"title":"Exploring Themes and Bias in Art using Machine Learning Image Analysis.","authors":"Sudeepti Surapaneni, Sana Syed, Logan Yoonhyuk Lee","doi":"10.1109/SIEDS49339.2020.9106656","DOIUrl":"https://doi.org/10.1109/SIEDS49339.2020.9106656","url":null,"abstract":"Machine learning and computer vision have been applied for image recognition of art objects such as paintings, sculpture images etc. In particular, deep learning methods for image classification in art have been used to improve user engagement by providing access to accurately labelled and classified art objects. As an increasing number of notable museums turn towards creating open access collections, alternatives to the use of laborious human annotating methods are needed. This paper focuses on the Open Access initiative of The Metropolitan Museum of Art (The Met) which was launched in 2017 in an effort to expand The Met's reach and presence. The museum now provides a select dataset of information on more than 470,000 artworks in its collection for unrestricted commercial and noncommercial use. However, with a widely accessible collection, the Met now faces the problem of how to enhance the user experience via access to accurately labelled art. This paper focuses on machine learning methods with applicability to automated classification of images obtained from The Met's online collection. We aimed to: 1) Compare three different convolutional neural networks ResNet 50, ResNet 101, and Inception-ResNet-V2 using human annotated data, 2) Add transparency and interpretability to our models by using Gradient-weighted Class Activation Maps (Grad-CAMs) and to explore bias in gender labels and 3) Implement a multi-label classification model using ResNet 50. Future work would include the use of unsupervised clustering methods/auto-encoders to explore additional themes in the data. Other extensions of this work would include exploring methods to implement fine grained visual categorization, to mitigate bias, and to address the limitations associated with culture and stylistic interpretations. Deep learning techniques for art image classification may also help detect consistent features of bias in human annotated art.","PeriodicalId":74520,"journal":{"name":"Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium","volume":"2020 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/SIEDS49339.2020.9106656","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9814133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Design of Interactive Cancer Education Technology for Latina Farmworkers. 拉丁裔农场工人互动式癌症教育技术设计。

Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium Pub Date : 2014-04-01 Epub Date: 2014-06-12 DOI: 10.1109/SIEDS.2014.6829908

Ying Wu, Devan Samant, Kristen Squibbs, Alexis Chaet, Bijan Morshedi, Laura E Barnes

{"title":"Design of Interactive Cancer Education Technology for Latina Farmworkers.","authors":"Ying Wu, Devan Samant, Kristen Squibbs, Alexis Chaet, Bijan Morshedi, Laura E Barnes","doi":"10.1109/SIEDS.2014.6829908","DOIUrl":"https://doi.org/10.1109/SIEDS.2014.6829908","url":null,"abstract":"Latinas in the United States experience higher levels of cervical cancer (CC) incidence and mortality rates than the general population, and many lack access to healthcare or face communication, literacy, and knowledge barriers preventing proper CC screening. Interactive technological interventions, like embodied conversational agents (ECA)/virtual agents, are currently used in other populations, settings, and for other health topics, however, no known initiative has used culturally- and literacy-appropriate technological interventions to deliver Spanish-language CC education. This study aims to create a culturally tailored Spanish-language Virtual Patient Educator (VPE) application to augment a patient navigator (PN) intervention for increasing CC screening rates among Hispanic women in a rural agricultural community. The VPE is a computer character that can simulate face-to-face conversation with an actual person and will embody the characteristics of a PN. Through iterative interviews with the target population, key cultural design factors were identified to inform the design and implementation of a prototype VPE. This paper discusses design and usability issues associated with development of the VPE for low-literacy users in addition to a framework methodology for development of similar tools and a cultural matrix of design factors. A VPE might help close the knowledge gap between Hispanic women and the general population regarding cervical cancer screening. Incorporation of culturally tailored features in technology aids in increasing overall understanding and trust of health information presented. An iterative approach that engages the patient population in design of technology is important to identify population-specific patient preferences.","PeriodicalId":74520,"journal":{"name":"Proceedings of the ... IEEE Systems and Information Engineering Design Symposium. IEEE Systems and Information Engineering Design Symposium","volume":"2014 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2014-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/SIEDS.2014.6829908","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36289663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5