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2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)最新文献

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Development of an Intelligent Monitoring System Based on the Use of Fiber-Optic Sensors and Deep Learning 基于光纤传感器和深度学习的智能监测系统的开发
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223520
A. Neftissov, Assiya Sarinova, Ilyas Kazambaev, L. Kirichenko, S. Bronin
{"title":"Development of an Intelligent Monitoring System Based on the Use of Fiber-Optic Sensors and Deep Learning","authors":"A. Neftissov, Assiya Sarinova, Ilyas Kazambaev, L. Kirichenko, S. Bronin","doi":"10.1109/SIST58284.2023.10223520","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223520","url":null,"abstract":"Fiber-optic sensors are commonly used in modern monitoring systems. This article discusses a monitoring system using a fiber-optic sensor built using a camera. As the study showed, the newly proposed method requires a machine learning system to determine the displacement of stone slabs accurately. However, this system needs to have higher accuracy in determining the distance to the damage. This work aims to develop a deep learning system that considers external disturbances affecting a light spot's image.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128430053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Social Network Analysis of Smart Cities Stakeholders' Involvement in Policies Development 智慧城市利益相关者参与政策制定的社会网络分析
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223498
Otar Elmira, Burbayeva Perizat
{"title":"Social Network Analysis of Smart Cities Stakeholders' Involvement in Policies Development","authors":"Otar Elmira, Burbayeva Perizat","doi":"10.1109/SIST58284.2023.10223498","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223498","url":null,"abstract":"The introduction of the smart city concept has led to an increased role of the citizen in the planning system, a change in the format of participation and the development of new information links between the city authorities and other participants in developing the city. The paper investigates the parameters of the complication of the role of the citizen by applying SNA methods. The paper demonstrates a system of relationships between stakeholders with an assessment of identified changes in the role of a citizen and the strength of their interaction through documents formalising city policies. Different roles of the citizen are also discussed in terms of network relations. Based on a two-modal matrix of links between official policy papers and participants, the relationships among stakeholders and the strength of their interaction are examined. An increase in centrality or the level of citizen participation in the smart city policies development was discussed in detail.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129798684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
University Distributed Computer Network Vulnerability Assessment 高校分布式计算机网络脆弱性评估
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223501
V. Lakhno, V. Malyukov, B. Akhmetov, B. Yagaliyeva, O. Kryvoruchko, A. Desiatko
{"title":"University Distributed Computer Network Vulnerability Assessment","authors":"V. Lakhno, V. Malyukov, B. Akhmetov, B. Yagaliyeva, O. Kryvoruchko, A. Desiatko","doi":"10.1109/SIST58284.2023.10223501","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223501","url":null,"abstract":"A methodology for evaluating information security (IS) for a distributed computer network (DCN) of a university (hereinafter referred to as UDCN) has been proposed. A mathematical model for calculating the UDCN vulnerability factor has been presented. The UDCN vulnerability coefficient makes it possible to assess its IS level at the UDCN design stage. The results of simulation modeling and virtualization of IS UDCN components have also been presented. In the course of simulation modeling, a model of a protected UDCN was designed and tested. In the experimental UDCN model, the network devices selected in the course of modeling the vulnerability coefficient were emulated on virtual machines (VMs). UDCN resources were reproduced using the Proxmox VE virtualization system. On the UDCN hosts running PVE, the Suricata Intrusion Detection System (IPS) was used. Splunk was used as SIEM.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114335750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a Real-Time Object Tracking System Using Computer Vision and Pan-Tilt Control
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223531
Manat Nursultan, D. Dauletiya
{"title":"Development of a Real-Time Object Tracking System Using Computer Vision and Pan-Tilt Control","authors":"Manat Nursultan, D. Dauletiya","doi":"10.1109/SIST58284.2023.10223531","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223531","url":null,"abstract":"This paper presents an investigation of the development of a real-time object tracking system that utilizes computer vision techniques and incorporates pan-tilt control mechanisms. The system architecture includes hardware components such as a camera and a pan-tilt mechanism, and software components such as object detection and tracking algorithms. To achieve efficient and accurate tracking, the Kalman filter, which uses a state-space model, was included in the object tracking process. The proposed system is implemented and evaluated through experiments to demonstrate its feasibility and effectiveness in real-world scenarios. The results indicate that the proposed system is capable of achieving real-time and accurate object tracking, demonstrating its potential for practical applications in various fields.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121528196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Practical Application of Information and Communication Technologies in Ukraine Higher Education Institutions Under the Conditions of the Development of the Digital Economy: Generalisation of Experience 数字经济发展条件下乌克兰高等教育机构信息通信技术的实际应用:经验总结
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223579
O. Yudicheva, O. Bondar-Pidhurska, A. Glebova, L. Alaverdian, Olesia Romanenko, Y. Kovalchuk
{"title":"Practical Application of Information and Communication Technologies in Ukraine Higher Education Institutions Under the Conditions of the Development of the Digital Economy: Generalisation of Experience","authors":"O. Yudicheva, O. Bondar-Pidhurska, A. Glebova, L. Alaverdian, Olesia Romanenko, Y. Kovalchuk","doi":"10.1109/SIST58284.2023.10223579","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223579","url":null,"abstract":"In the article, the authors highlight the advantages and summarize the experience of using information and communication technologies in the educational process of higher education institutions of central Ukraine, namely: Kyiv University of Civil Engineering and Architecture, Ukoopspilka University of Economics “Poltava University of Economics and Trade” and National University “Poltava Polytechnic named after Yury Kondratyuk” in the conditions the COVID-19 pandemic and the Russian Federation's war against Ukraine. It has been proven that the use of these information and communication technologies contributes to the organization of the educational process in the conditions of new challenges and threats in educational institutions. It is noted that higher education institutions of Ukraine have a sufficient number of high-quality information and communication technologies, successfully solve the problems of organizing distance learning and adapt to new challenges and threats during the period of war and pandemic in the conditions of the development of the digital economy. The analysis of the use of distance learning information and communication technologies among students of various educational and professional programs is determined as a perspective for further research.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132229414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research and Development of Enterprise Data Warehouse Based on SAP BW Modeling 基于SAP BW建模的企业数据仓库研究与开发
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223551
Gulzat Turken, L. Naizabayeva, M. Satymbekov, Z. Abdiakhmetova
{"title":"Research and Development of Enterprise Data Warehouse Based on SAP BW Modeling","authors":"Gulzat Turken, L. Naizabayeva, M. Satymbekov, Z. Abdiakhmetova","doi":"10.1109/SIST58284.2023.10223551","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223551","url":null,"abstract":"The data warehouse is based on the development of relational databases, parallel processing and distributed processing technologies, as well as online analytical processing technologies. SAP BW is widely used in many enterprise data warehouses. It can issue reports of enterprises at the group level, manage the group's business operations, help find the laws and trends behind the performance of corporations and ultimately provide decision-making support for decision makers of enterprises. Therefore, how to use the SAP BW model architecture to better realize enterprise data warehouses is one of the hot topics in the data warehouse industry today. For a large corporation, its branches and subsidiaries have deployed multiple sets of enterprise data warehouses. At the same time, because there are multiple sets of data warehouse systems, when the data model needs to be modified at the group level, the data model of the branch also needs to be modified accordingly, and the flexibility of maintenance is poor. Finally, every time the corporation needs to upgrade the version of the data warehouse, it needs to maintain and upgrade the version of the data warehouse of each branch and the maintenance cost is high. Therefore, how to integrate multiple sets of data warehouses distributed in various subsidiaries into a corporation enterprise data warehouse by designing the model hierarchy, so as to ensure the reliability of data, enhance the flexibility of model modification and reduce the cost of data warehouse. This paper completes the design of an enterprise data warehouse of a large corporation, which can be used for the summary and collation of data from multiple branches such as finance and sales of a corporation, effectively improving the efficiency of data utilization and ensuring the authenticity of data. At the same time, through hierarchical design, the problems of poor flexibility in model modification and high system maintenance costs are solved.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134058347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generative Adversarial Network as Data Balance and Augmentation Tool in Histopathology of Breast Cancer 生成对抗网络在乳腺癌组织病理学中的数据平衡和增强工具
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223577
Marya Ryspayeva
{"title":"Generative Adversarial Network as Data Balance and Augmentation Tool in Histopathology of Breast Cancer","authors":"Marya Ryspayeva","doi":"10.1109/SIST58284.2023.10223577","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223577","url":null,"abstract":"This paper explores Wasserstein Generative Adversarial Network Gradient-Penalty (WGAN-GP) for data balance in the medical domain where data scarcity and imbalance are common. The study applies Transfer Learning with pre-trained models from ImageNet on histopathological breast cancer data, both unbalanced and balanced. WGAN-GP was used to overcome the challenge of generating synthetic images to balance the data and improve the accuracy of the classification task. The highest results were shown by VGG16 with a balanced dataset by WGAN-GP in 300 epochs (95.40% accuracy, 96.56% sensitivity, 94.91% specificity). Results showed an improvement in accuracy from 84.25% to 95.40%.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130876109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Creating Digitized Tools for Supporting Multidisciplinary and Multi-Actor Solutions Based on Eco-Humanistic Model 基于生态人文模型创建支持多学科多主体解决方案的数字化工具
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223539
Tetyana Sergeyeva, S. Bronin, Tadej Glazar, Vid Degleria
{"title":"Creating Digitized Tools for Supporting Multidisciplinary and Multi-Actor Solutions Based on Eco-Humanistic Model","authors":"Tetyana Sergeyeva, S. Bronin, Tadej Glazar, Vid Degleria","doi":"10.1109/SIST58284.2023.10223539","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223539","url":null,"abstract":"the article presents an innovative approach to creating digitized tools for multidisciplinary and multi-actor solutions aimed at after-war/disaster recovery and development of affordable housing districts based on eco-humanistic model within New European Bauhaus coordinates. It is proposed innovative approach and instruments for digital support of synergetic solutions based on modelling experts, users and stakeholders' optimal actions with consideration of their cognitive schemes diversity and orientated to ultimate goal. The model is realized as demonstrator for replication.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"601 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133201232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing GPS and Gyroscope Data for Military Missions 为军事任务优化GPS和陀螺仪数据
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223559
Adil K. Maidanov, H. Canbolat, S. Atanov
{"title":"Optimizing GPS and Gyroscope Data for Military Missions","authors":"Adil K. Maidanov, H. Canbolat, S. Atanov","doi":"10.1109/SIST58284.2023.10223559","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223559","url":null,"abstract":"The use of unmanned aerial vehicles (UAVs) in military missions has greatly increased in recent years. To ensure precise and efficient movements, it is essential to estimate the UAV's orientation accurately. Two commonly used methods for this estimation are the Kalman filter and the Madgwick filter. In this article, we present a method to combine Kalman and Madgwick filters to optimize the orientation estimation of a UAV in military missions. The Kalman filter estimates the orientation with low noise and high accuracy. In contrast, the Madgwick filter is used to correct the orientation quickly in the presence of rapid changes. Our results show that combining these two filters leads to better orientation estimation than using either filter separately. This improved orientation estimation leads to more precise and efficient UAV movements, making it an essential tool for military missions. The proposed method is verified through simulations and experiments, including an Arduino model with a gyroscope and GPS tracker. This method can be easily integrated into the existing control systems of UAVs. It can be adapted to different missions, providing valuable insights for researchers and engineers in the UAV control field. The combination of the Kalman and Madgwick filters offers a robust solution to the challenge of orientation estimation, providing a reliable and efficient tool for a specific purpose","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117214221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Projects of Digital Transformation of Shipbuilding Enterprises 造船企业数字化转型项目
2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223506
Serhii Slobodian, Yuriy Kharytonov
{"title":"Projects of Digital Transformation of Shipbuilding Enterprises","authors":"Serhii Slobodian, Yuriy Kharytonov","doi":"10.1109/SIST58284.2023.10223506","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223506","url":null,"abstract":"The problem of digital transformation of Ukrainian shipbuilding enterprises is considered. On the basis of the performed analysis, the directions of digitalization are determined. It is shown that the further development of the shipbuilding industry is planned to be carried out on the basis of the Shipbuilding 4.0 technological platform. The analysis which was fellfield shows the absence of models for managing digital transformation projects of regional shipbuilding enterprises. The basic principles for building models for managing digital transformation projects have been developed, and probable projects have been identified.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128458141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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