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2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)最新文献

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An Intelligent Decision Support System for Aircraft Landing Based on the Runway Surface 基于跑道表面的飞机着陆智能决策支持系统
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9466000
Zhexen Y. Seitbattalov, S. Atanov, Zhanar S. Moldabayeva
{"title":"An Intelligent Decision Support System for Aircraft Landing Based on the Runway Surface","authors":"Zhexen Y. Seitbattalov, S. Atanov, Zhanar S. Moldabayeva","doi":"10.1109/SIST50301.2021.9466000","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9466000","url":null,"abstract":"This paper presents a decision support system based on fuzzy logic as assistance for aircraft pilots of Boeing 747-100. The designed Fuzzy Logic Control model in the MATLAB concentrates on analysis of the external data, which are received from radar, Global Positioning System and various sensors. The purpose of the research is to reduce the amount of accidents due to aircraft landing assistance system and speed analysis of Boeing 747-100. To avoid an aviation accident, the landing speed of aircraft, the braking force, the rolling resistance, distance to obstacles and runway length are taken in to consideration. As a result of fuzzy logic model based on Mamdani Fuzzy Inference System the aircraft landing assistance provides the output data of acceptable braking force and stopping distance.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129726900","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: 3
Bus Arrival Time Prediction: a Case Study for Almaty 公共汽车到达时间预测:以阿拉木图为例
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465963
A. Baimbetova, Kulyash Konyrova, A. Zhumabayeva, Yerkezhan Seitbekova
{"title":"Bus Arrival Time Prediction: a Case Study for Almaty","authors":"A. Baimbetova, Kulyash Konyrova, A. Zhumabayeva, Yerkezhan Seitbekova","doi":"10.1109/SIST50301.2021.9465963","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465963","url":null,"abstract":"The accurate bus arrival time information is crucial to passengers for reducing waiting times at the bus stop and improve the attractiveness of public transport. GPS-equipped buses can be considered as mobile sensors showing traffic flows on road surfaces. In this paper, we present an approach that predicts bus arrival time using historical bus GPS information and the real-time situation on the road. In this study, we divide bus arrival time into bus dwelling time at bus stops and bus travel time between stations and predict each of them separately. The clustering approach is used to predict the travel time between stations, and then for each cluster, we apply LSTM NN to predict walking time between stations. The latency at each bus stop we evaluate by historical dwelling time and using location analysis to find the importance of the bus stop as a point of interest during prediction time. The study is trained and tested on GPS data collected from 1200 buses in a period of 3 months.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129861134","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: 2
Analysis of Bitcoin Transactions to Detect Illegal Transactions Using Convolutional Neural Networks 利用卷积神经网络分析比特币交易以检测非法交易
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465983
K. Kolesnikova, O. Mezentseva, Tleuzhan Mukatayev
{"title":"Analysis of Bitcoin Transactions to Detect Illegal Transactions Using Convolutional Neural Networks","authors":"K. Kolesnikova, O. Mezentseva, Tleuzhan Mukatayev","doi":"10.1109/SIST50301.2021.9465983","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465983","url":null,"abstract":"The article is devoted to virtual currencies, which is a fast growing and popular market. It was found that for virtual currencies, in particular, for the cryptocurrency Bitcoin, there is a problem of uncontrolled money laundering. This is facilitated by pseudo-anonymization and the presence of illegal exchangers. In this paper, to solve this problem, the method of combining layers in convolutional neural networks is used, which is manifested in the stack layering.In CNN networks, convolutional and erecting layers are usually stacked in a stack, one above the other. The paper proposes a model of Bitcoin transaction analysis to identify anomalies related to money laundering. As such a model, it is proposed to take a combined method, which consists of the method of random forests, enhanced by information from the graph convolutional network, ie, embedded vertices. As a result of the model, we obtained indicators that indicate the presence of possible shadow transactions in the amount of 2-3% of the total market.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127290865","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: 6
Health Monitoring System Using Internet of Things 基于物联网的健康监测系统
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.7324/ijerat.2018.3201
N. Zholdas, O. Postolache, M. Mansurova
{"title":"Health Monitoring System Using Internet of Things","authors":"N. Zholdas, O. Postolache, M. Mansurova","doi":"10.7324/ijerat.2018.3201","DOIUrl":"https://doi.org/10.7324/ijerat.2018.3201","url":null,"abstract":"The article is devoted to the technical means of monitoring the vital signs of patients. The four main vital signs routinely monitored at doctor's offices include heart rate, blood pressure, respiration rate and body temperature. In the future, this system will be supplemented with sensors for measuring the health status of patients with diabetes. Many similar systems are known for measuring and monitoring blood sugar levels. The list of tasks they solve includes actively monitoring blood glucose levels and monitoring physical activity, diet and insulin consumption. Recent advances in diabetes technology and self-management applications have made it easier for patients to access relevant data. The capabilities of the Internet of Things (IoT), information and communication technologies and machine learning help optimize costs in healthcare and the organization of online medical services.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127350523","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 Development of a Risk Assessment Modeling for the Power System of Kazakhstan 哈萨克斯坦电力系统风险评估模型的建立
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465892
Svetlana Zhakiyeva, Mars Gabbassov, Y. Akhmetbekov, G. Akybayeva, N. Zhakiyev
{"title":"The Development of a Risk Assessment Modeling for the Power System of Kazakhstan","authors":"Svetlana Zhakiyeva, Mars Gabbassov, Y. Akhmetbekov, G. Akybayeva, N. Zhakiyev","doi":"10.1109/SIST50301.2021.9465892","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465892","url":null,"abstract":"Ensuring the safety and security of strategically important facilities, such as power system elements and estimation of the energy security level is important for the country. In this paper, we analyze the congestion risks of Kazakhstani high-voltage transmission lines by applying the \"N-1 security\" assessment approach for peak annual consumption hour in the winter. The assessment is performed based on the power system model with detailed network topology assuming direct current load flow for optimal power flow approximation. The model is implemented in GAMS and serves as a core for iterative algorithms simulating potential failure of lines and corresponding topology changes. The results provide insights into possible outages up to maximum allowable permissible current in the transmission lines and criterion of the ability to maintain the stable operation of the power system in the event of a single line break. The proposed method provides the ability to find weak overloaded connections for decision-makers to reduce risks in critical areas and find preventive measures against cascading failures. The analysis has shown that using precalculated optimization methods can reduce the probability of the overloading of the HV lines in the event of a breakage of one of the lines.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132037720","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
Critical Success Factors of Digitalization of Kazakhstan Manufacturing Industry 哈萨克斯坦制造业数字化的关键成功因素
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465926
Saltanat Nurbossynova, Azamat Sautbekov, Baiken Zholdaskhan, Y. Abdallah, E. Shehab
{"title":"Critical Success Factors of Digitalization of Kazakhstan Manufacturing Industry","authors":"Saltanat Nurbossynova, Azamat Sautbekov, Baiken Zholdaskhan, Y. Abdallah, E. Shehab","doi":"10.1109/SIST50301.2021.9465926","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465926","url":null,"abstract":"The digitalization has become a leading trend for developing a stable economy through industry and firm digital transformation. However, there is no unified recipe for the successful implementation of these technologies. This work aims to define Critical Success Factors of digitalization for the manufacturing industry and compare them with Kazakhstani conditions. The methodology is based on the literature review and survey of stakeholders. This paper presents the concept of critical success factors identification and defines the necessity of further research.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132151100","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
Study and Simulation of Control System of the Process of Roasting in Fluidized Bed Furnaces of Polymetallic Sulfide Ores under Uncertainty 不确定条件下多金属硫化矿流化床焙烧过程控制系统的研究与仿真
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465976
G. Abitova, E. Abdrakhmanova, Zamira Bekish, T. Zadenova, L. Rzayeva, K. Kulniyazova
{"title":"Study and Simulation of Control System of the Process of Roasting in Fluidized Bed Furnaces of Polymetallic Sulfide Ores under Uncertainty","authors":"G. Abitova, E. Abdrakhmanova, Zamira Bekish, T. Zadenova, L. Rzayeva, K. Kulniyazova","doi":"10.1109/SIST50301.2021.9465976","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465976","url":null,"abstract":"This paper examines the study and analysis of a dynamic system for simulating the roasting process in fluidized bed furnaces of polymetallic sulfide ores under conditions of uncertainty and complexity. The choice of a mathematical model depends a lot upon the features of the object and its controllability. Chemical-technological processes are complicated physical and chemical systems. Substance flows, which are part of these systems, are, as a rule, multicomponent. Therefore, for the purpose of study and qualitative control over chemical-technological processes, it is essential to apply the method of mathematic simulation, based on system analysis strategy, qualitative analysis of its structure, mathematical simulations and evaluation of unknown parameters.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129251224","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 the Patient-Specific Ocular Models using Optical Coherence Tomography Images: Glaucoma Model 利用光学相干断层扫描图像开发患者特异性眼部模型:青光眼模型
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465927
C. Kharmyssov, A. Abduvalov, Konstantino Kostas, Y. Abdildin, Z. Dzhumatayeva
{"title":"Development of the Patient-Specific Ocular Models using Optical Coherence Tomography Images: Glaucoma Model","authors":"C. Kharmyssov, A. Abduvalov, Konstantino Kostas, Y. Abdildin, Z. Dzhumatayeva","doi":"10.1109/SIST50301.2021.9465927","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465927","url":null,"abstract":"Glaucoma is the leading cause of blindness worldwide. It is an eye disease characterized by progressive loss of retinal ganglion cell (RGC) axons. Biomechanical factors are believed to play a central role in the RGC loss, whereas the specific mechanism remains unknown. Our goal is to propose a methodology to build patient specific ocular models to characterize the effect of intraocular (IOP) and intracranial pressure (ICP) on the optic nerve head (ONH). Optical coherence tomography (OCT) images of the eyes of six patients were obtained and three-dimensional models of the ONH region were reconstructed. These were further embedded into a generic cornea-scleral shell to create complete eye models. We used finite element analysis to determine the effects of elevated levels of IOP with varying levels of ICP on the ONH biomechanical environment. Maximum principal and shear strains were computed and used for assessing ONH damage. Our results reveal cases with substantial shear strains in lamina cribrosa and indicate that the inter-individual geometric variations affect ONH biomechanics.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129263619","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
Automatic Summarizing the News from Inform.kz by Using Natural Language Processing Tools 自动汇总新闻从通知。kz使用自然语言处理工具
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465885
B. Kynabay, Aimoldir Aldabergen, A. Zhamanov
{"title":"Automatic Summarizing the News from Inform.kz by Using Natural Language Processing Tools","authors":"B. Kynabay, Aimoldir Aldabergen, A. Zhamanov","doi":"10.1109/SIST50301.2021.9465885","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465885","url":null,"abstract":"The rapid rise of the information on the web brought up new problems of data access and processing. Therefore there is a need for tools that will help to overcome the problem of management and handling the Big Data in a quick manner. The primary goal of this work is to propose an efficient method for automatic text summarization by using Natural Language Processing (NLP) and Machine Learning (ML) techniques. This research introduces an abrupt, easily understandable and uncomplicated implementation of this method via overusing Python programming language. Efficient performance is necessary in web search tasks where an enormous of unstructured data need to be summarized very quickly. The novelty of the work is that text summarization is implemented on Kazakh texts. Extractive summarization uses new, keywords focused, approach. Contribution of the work is manually created stop words used for text summarization specifically for Kazakh language and dataset constructed by scraping news from country’s largest international news portal www.inform.kz. State-of-the-art results of the work show that it is possible to implement automatic text summarization for Kazakh language.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126519476","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
A Conceptual Research Model for the Partner Selection Problem 合作伙伴选择问题的概念研究模型
2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) Pub Date : 2021-04-28 DOI: 10.1109/SIST50301.2021.9465931
Huilin Xu, A. Kuchansky, S. Biloshchytska, M. Tsiutsiura
{"title":"A Conceptual Research Model for the Partner Selection Problem","authors":"Huilin Xu, A. Kuchansky, S. Biloshchytska, M. Tsiutsiura","doi":"10.1109/SIST50301.2021.9465931","DOIUrl":"https://doi.org/10.1109/SIST50301.2021.9465931","url":null,"abstract":"In the conditions of intensive development of scientific communities' mobility to ensure openness of innovations, it is essential to rationalize the choice of partners rational. The article considers a conceptual model of research on the problem of choosing partners for the implementation of research or educational projects. The main components of the conceptual model are to determine the criteria for selecting potential partners, applying a multi-objective optimization method, expert evaluation, building the benefits of partners or project executors, deciding on assigning partners project tasks that meet the relevant work package. The article defines the general requirements for the development of information technology to select potential partners for research and educational projects. Problems that need to be solved have also identified. It assumed that the introduction of this information technology will increase the efficiency of projects to obtain stable educational and scientific results in the medium and long term.","PeriodicalId":318915,"journal":{"name":"2021 IEEE International Conference on Smart Information Systems and Technologies (SIST)","volume":"392 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123093431","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: 5
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