2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)最新文献_第5页

Integrated Intelligence Model for Assessment Digital Transformation Project 评估数字化转型项目集成智能模型

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223578

Sergiy Bushuyev, N. Bushuyeva, D. Bushuiev, V. Bushuieva

引用次数: 0

Mass Flow Rate of the Flow of Steady-State Viscous Liquid from a Small Vessel into a Vertical Tube 稳态粘性液体从小容器流入垂直管的质量流率

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223497

B. Alipova

引用次数: 0

Digital Technology in Agriculture: An Approach to Modelling Crop Productivity on Trace Elements Contaminated Soil 农业中的数字技术:一种基于微量元素污染土壤的作物生产力建模方法

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223574

C. Nurzhanov, L. Naizabayeva, T. Mazakov

引用次数: 0

Test Design Methodology for Software Verification 软件验证的测试设计方法

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223573

Oleksii Lopuha, Svitlana Tsiutsiura, Oleksandr A. Poplavskyi, Oleksii Lysytsin, Olena Bondar, Pavlo Kruk

{"title":"Test Design Methodology for Software Verification","authors":"Oleksii Lopuha, Svitlana Tsiutsiura, Oleksandr A. Poplavskyi, Oleksii Lysytsin, Olena Bondar, Pavlo Kruk","doi":"10.1109/SIST58284.2023.10223573","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223573","url":null,"abstract":"This paper provides outlines the main points covered in a paper that provides a brief summary of software testing research. While the information is concise and informative, there is certainly room for expansion and further elaboration on the topic. To begin with, software testing is a critical component of the software development process. It involves the evaluation of software to ensure that it meets specific requirements, functions correctly, and is free of defects. The role of testing is to identify potential issues or errors in the software before it is released to end-users. There are various methods and models used in engineering testing of data processing software. Each of these methods focuses on a specific aspect of the software and aims to identify potential issues at different stages of development. In addition to testing methods, it is essential to have a structured testing process in place. Moreover, it is necessary to evaluate the testing process to determine its effectiveness and identify areas that may need improvement. Overall, software testing is a complex process that requires careful planning, execution, and evaluation. It is essential to use appropriate testing methods and models to ensure that software meets its intended purpose and functions correctly. By implementing a structured testing process and evaluating its effectiveness, software development teams can improve the quality and reliability of their products, leading to greater user satisfaction and increased business success.","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":"133225415","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

The Possibilities of Using Fractal Antennas in Modern Wireless Communication Technologies 分形天线在现代无线通信技术中的应用可能性

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223571

B. Karibayev, N. Meirambekuly, T. Namazbayev, B. Kozhakhmetova, Katipa Chizhimbayeva, A. Kulakayeva

引用次数: 0

Streamlining Brain Tumor Classification with Custom Transfer Learning in MRI Images 在MRI图像中使用自定义迁移学习简化脑肿瘤分类

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223507

Javed Hossain, Md. Touhidul Islam, Md. Taufiqul Haque Khan Tusar

{"title":"Streamlining Brain Tumor Classification with Custom Transfer Learning in MRI Images","authors":"Javed Hossain, Md. Touhidul Islam, Md. Taufiqul Haque Khan Tusar","doi":"10.1109/SIST58284.2023.10223507","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223507","url":null,"abstract":"Brain tumors are increasingly prevalent, characterized by the uncontrolled spread of aberrant tissues in the brain, with almost 700,000 new cases diagnosed globally each year. Magnetic Resonance Imaging (MRI) is commonly used for the diagnosis of brain tumors and accurate classification is a critical clinical procedure. In this study, we propose an efficient solution for classifying brain tumors from MRI images using custom transfer learning networks. While several researchers have employed various pre-trained architectures such as RESNET-50, ALEXNET, VGG-16, and VGG-19, these methods often suffer from high computational complexity. To address this issue, we present a custom and lightweight model using a Convolutional Neural Network-based pre-trained architecture with reduced complexity. Specifically, we employ the VGG-19 architecture with additional hidden layers, which reduces the complexity of the base architecture but improves computational efficiency. The objective is to achieve high classification accuracy using a novel approach. Finally, the result demonstrates a classification accuracy of 96.42%.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"25 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":"125878359","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

Temperature and Humidity Control System Based on Baking Ovens Using Fuzzy Logic 基于模糊逻辑的烘箱温湿度控制系统

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223569

L. Issabekova, I. Utepbergenov, Shara Toybayeva, Kaiyrbek Makulov, Sagyndykova Sh. N

{"title":"Temperature and Humidity Control System Based on Baking Ovens Using Fuzzy Logic","authors":"L. Issabekova, I. Utepbergenov, Shara Toybayeva, Kaiyrbek Makulov, Sagyndykova Sh. N","doi":"10.1109/SIST58284.2023.10223569","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223569","url":null,"abstract":"This study presents an automatic system for baking bread in production. The article deals with the tasks of automated control of the bread baking process. A convection oven is considered as an example. The goal is to use methods to control the stage of baking bread, temperature and humidity using a fuzzy logic algorithm. System processes first receive a value compared with the set ones, after that the adder reports the difference between the humidity and temperature set by the sensor, and transmits the data to the fuzzy logic blog. And fuzzy logic makes a decision in accordance with the base logic. This article discusses various methods and systems for automatic process control in the food industry, and predicts the future of automatic process control. All input parameters were controlled simultaneously using a fuzzy control system developed during the study. The fuzzy control system was created using MATLAB Fuzzy Logic Toolbox, and the operating structure of the control system was analyzed. An intelligent control scheme based on a fuzzy controller is proposed. All input data obtained during bread baking are compared with expert data, and rule-based solutions are selected depending on the results obtained. Optimization of temperature and humidity in the chamber ensures high quality of the baked product. As a result, the circulating air is heated and mixed, ensuring the uniformity of baking bread. With the help of convection, hot air flows are distributed throughout the chamber, ensuring a uniform temperature in all parts of the oven. Bread acquires volume and softness, becomes ruddy on all sides, and after intense thermal exposure, glossiness appears in the crust of bread.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"45 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":"117155094","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 Cognitive Model of the Interaction of Knowledge Carriers in the Educational Environment 教育环境中知识载体互动认知模型的构建

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223564

K. Kolesnikova, Ardak Mukhamediyeva, K. Alpysbayev, O. Kolesnikov

{"title":"Development of a Cognitive Model of the Interaction of Knowledge Carriers in the Educational Environment","authors":"K. Kolesnikova, Ardak Mukhamediyeva, K. Alpysbayev, O. Kolesnikov","doi":"10.1109/SIST58284.2023.10223564","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223564","url":null,"abstract":"Today the main trends in the development of advanced education are associated with the presence of competitive relations between universities. Thus, the main index of educational exertion is the quality of training of specialists with the necessary capabilities and meeting the conditions of the request. The research shows that capabilities and knowledge need to be continuously bettered. These changes are formed through the introductory parcels of scholars, brigades of preceptors, deep knowledge systems and learning systems due to the transfer of knowledge from outdoors to the educational terrain. The knowledge operation structure contains four abecedarian realities of knowledge carriers the client (students), a platoon of mentors, training systems and in-depth knowledge. These things are always engaging in knowledge. The results attained are the base for substantiating the conception of lifelong learning and fresh training of mentors in the event of a lack of knowledge necessary for the perpetration of a unique educational exertion.","PeriodicalId":367406,"journal":{"name":"2023 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"326 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":"123308599","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

Assessing the Risk of Currency Digitalization in Kazakhstan 评估哈萨克斯坦货币数字化的风险

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223488

Talgat Baimaganbetov, Mariia Sodnomova, Elvira Aitmukhanbetova

引用次数: 0

Algorithm of Coordination of Swarm of Autonomous Robots 自主机器人群的协调算法

2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2023-05-04 DOI: 10.1109/SIST58284.2023.10223555

Abzal E. Kyzyrkanov, Sabyrzhan Atanov, Shadi A. Aljawarneh, Nazira Tursynova, Samat Kassymkhanov

{"title":"Algorithm of Coordination of Swarm of Autonomous Robots","authors":"Abzal E. Kyzyrkanov, Sabyrzhan Atanov, Shadi A. Aljawarneh, Nazira Tursynova, Samat Kassymkhanov","doi":"10.1109/SIST58284.2023.10223555","DOIUrl":"https://doi.org/10.1109/SIST58284.2023.10223555","url":null,"abstract":"The task of keeping a specific geometric configuration while following a designated path is common in various fields that involve autonomous robots. When done correctly, this approach can result in several advantages, including a reduction in system costs and an increase in system reliability and efficiency, while maintaining the adaptability and flexibility of the system. The concept of maintaining a particular geometric pattern during motion is frequently utilized in different scenarios. For example, unmanned military vehicles must maintain a particular formation to explore and cover terrain during missions. Another example is in “Smart Highways,” where the traffic system's capacity can be enhanced significantly by having vehicles move in groups at the same speed while maintaining a certain distance between them. This research presents an algorithm that allows a group of self-governing mobile robots to move while maintaining a specific geometric structure. A behavior-based control algorithm is advanced to regulate the movement of these systems. The coordination of the robots within the system is accomplished through the implementation of a leader-follower technique, with virtual leader.","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":"115210302","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: 1