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2022 12th International Conference on Advanced Computer Information Technologies (ACIT)最新文献

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Research of Efficiency of Information Technology of Intraoperative Neuromonitoring in the Prevention of Injuries of Laryngeal Nerves 术中神经监测信息技术在预防喉神经损伤中的应用效果研究
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913181
V. Shidlovsky, Olexandr Shidlovsky, A. Dyvak, Vitaliy Pryvrotskyy, I. Spivak
{"title":"Research of Efficiency of Information Technology of Intraoperative Neuromonitoring in the Prevention of Injuries of Laryngeal Nerves","authors":"V. Shidlovsky, Olexandr Shidlovsky, A. Dyvak, Vitaliy Pryvrotskyy, I. Spivak","doi":"10.1109/ACIT54803.2022.9913181","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913181","url":null,"abstract":"Information technology of intraoperative neuromonitoring of laryngeal nerves during thyroid surgery is presented in the article. In contrast to existing technologies, the use of a set of software based on a single-chip computer is proposed. The essence of information technology is to stimulate the tissues of the surgical wound with an electrical pulse and further fix the result of stimulation. The result of the stimulation is a sound signal that is processed by a computer. This result then indicates the location of the nerve. Mathematical models of electrophysiological properties of surgical wound tissues were also used for this purpose. The results of electrophysiological experiments in which the efficiency of the proposed technology is confirmed are given. The possible consequences of the use of the proposed complex based on which it is possible to improve the considered information technology are presented in detail.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"1 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133170746","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 Task of Parametric Identification the Interval Models with Nonlinear Parameters 非线性参数区间模型的参数辨识问题
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913166
M. Dyvak, A. Pukas, V. Manzhula, N. Kasatkina, M. Komar, Vadym Zabchuk
{"title":"The Task of Parametric Identification the Interval Models with Nonlinear Parameters","authors":"M. Dyvak, A. Pukas, V. Manzhula, N. Kasatkina, M. Komar, Vadym Zabchuk","doi":"10.1109/ACIT54803.2022.9913166","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913166","url":null,"abstract":"The paper formulates the parametric identification problem of static objects' interval models of as a finding solutions problem of interval nonlinear algebraic equations system in the optimization problem's form with nonlinear and discrete goal function and linear constraints on a continuous set. For the first time the parametric identification method of static objects' interval models based on the interval data analysis is offered and proved. In contrast to the existing ones, the developed method is based on the computational procedures with the self-organization and self-adaptation elements by analogy with the artificial bee colony algorithms. The proposed approach to the models' construction with guaranteed prognostic properties is characterized by lower procedures' time complexity for building such models.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116352904","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
Noise Presence Detection in QR Code Images QR码图像中的噪声检测
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9912751
A. B. Wardak, Jawad Rasheed, Amani Yahyaoui, Sadaf Waziry, Erdal Alimovski, Mirsat Yesiltepe
{"title":"Noise Presence Detection in QR Code Images","authors":"A. B. Wardak, Jawad Rasheed, Amani Yahyaoui, Sadaf Waziry, Erdal Alimovski, Mirsat Yesiltepe","doi":"10.1109/ACIT54803.2022.9912751","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9912751","url":null,"abstract":"A quick response (QR) code is symbols used to encode information such as key identifiers (website addresses, product, etc.) that can be printed and scanned electronically using image-based technology. However, it may include noise at the time of printing or scanning due to some environmental or mechanical factors. Therefore, the study analyzes various machine learning models to detect noise presence in QR code. For this, we first generated own dataset by creating 14,000 images of QR code, and then enhanced the dataset by adding several noises to the original QR code images. Later, it exploits several machine learning, deep learning and pre-trained models to segregate noisy images from original images. Experimental results show that ResNet101 and Xception models outperformed others by attaining 100% accuracy, recall, f1-score, and precision, each. Besides these, support vector machine (SVM) also performed better by accomplishing 99.6% accuracy on test set when trained over 70% of dataset.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"482 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116523590","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
EMG Data Collection for Multimodal Keystroke Analysis 多模态击键分析的肌电图数据收集
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913124
Š. Korečko, Matus Haluska, Matus Pleva, Markus Hoff Skudal, Patrick A. H. Bours
{"title":"EMG Data Collection for Multimodal Keystroke Analysis","authors":"Š. Korečko, Matus Haluska, Matus Pleva, Markus Hoff Skudal, Patrick A. H. Bours","doi":"10.1109/ACIT54803.2022.9913124","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913124","url":null,"abstract":"User authentication based on muscle tension manifested during password typing seems to be an interesting additional layer of security. It represents another way of verifying a person’s identity, for example in the context of continuous verification. In order to explore the possibilities of such authentication method, it was necessary to create a capturing software that records and stores data from EMG (electromyography) sensors, enabling a subsequent analysis of the recorded data to verify the relevance of the method. The work presented here is devoted to the design, implementation and evaluation of such a solution. The solution consists of a protocol and a software application for collecting multimodal data when typing on a keyboard. Myo armbands on both forearms are used to capture EMG and inertial data while additional modalities are collected from a keyboard and a camera. The user experience evaluation of the solution is presented, too.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114643383","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
Mathematical Model and Method for Diagnosing the Operability of Information and Control Systems 信息与控制系统可操作性诊断的数学模型与方法
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913102
O. Syrotkina, Ziad Kobti, M. Aleksieiev, B. Moroz, I. Udovyk, G. Diachenko
{"title":"Mathematical Model and Method for Diagnosing the Operability of Information and Control Systems","authors":"O. Syrotkina, Ziad Kobti, M. Aleksieiev, B. Moroz, I. Udovyk, G. Diachenko","doi":"10.1109/ACIT54803.2022.9913102","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913102","url":null,"abstract":"This paper focuses on the development of mathematical methods for diagnosing the operability of complex structured information and control systems with arbitrary topology in real time. We describe a model based on graph analytics which allows us to analyze various options for changing the state of information flows as they pass through the system’s structural modules. As a result, it is possible to calculate the failure coefficients for the structural modules of information and control systems and the connections between them. In order to detect and forecast failures, a software application has been developed using the mathematical methods proposed in this paper. Conclusions are drawn about increasing the probability of failure-free operation of the system when using the proposed methods for diagnosing and predicting failures.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132851855","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
Using R Programming Language to Cluster of Universities Based on Sustainability Potential Indicators 基于可持续发展潜力指标的R语言大学集群研究
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913137
L. Yurchyshena, L. Shaulska, M. Naumova
{"title":"Using R Programming Language to Cluster of Universities Based on Sustainability Potential Indicators","authors":"L. Yurchyshena, L. Shaulska, M. Naumova","doi":"10.1109/ACIT54803.2022.9913137","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913137","url":null,"abstract":"The paper performs clustering of universities on the basis of indicators of sustainability potential using R programming language. Theoretical bases of potential of sustainability of institutions of higher education are substantiated, the definition of the concept “sustainability potential” is offered. The groups of indicators of sustainability potential are systematized, including: scale indicators, financial indicators and indicators of external competitiveness assessment. The methodological principles underlying the research, such as dynamic, unified, systemic and holistic, are determined. The algorithm for constructing clusters of universities using R programming language is described. University clusters were built and analyzed according to similarity of indicators. The advantages and disadvantages of the clustering method using R programming language for performing an analysis of the potential of sustainability of universities, the possibility of applying this approach in further research in the labor market, are identified.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123865565","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
Transformation of Accounting Methods with the Use of Robotic Equipment with Artificial Intelligence 利用人工智能机器人设备对会计方法进行改造
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9912753
Z. Zadorozhnyi, V. Muravskyi, V. Muravskyi, N. Pochynok
{"title":"Transformation of Accounting Methods with the Use of Robotic Equipment with Artificial Intelligence","authors":"Z. Zadorozhnyi, V. Muravskyi, V. Muravskyi, N. Pochynok","doi":"10.1109/ACIT54803.2022.9912753","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9912753","url":null,"abstract":"The current stage of development of production technologies is associated with the active use of robotic equipment with artificial intelligence, which can be used for collecting data which have information value for accounting and management. The necessity of improving the methods of accounting in the conditions of using artificial intelligence technologies to ensure the efficiency of projects on robotization of production and information processes has been proved.The purpose of the study lies in improvement of accounting techniques in terms of transformation of documentation, distribution of accounting data and calculation of the cost of products manufactured with the use robotic equipment with artificial intelligence.The directions of improvement of accounting methods under the influence of robotic equipment with artificial intelligence are determined through the following: the latest positioning of documentation in terms of accounting as a process of recombination of different volumes of data sets into visual electronic forms for demonstration not at the stage of robotic data collection, but at the request of stakeholders; calculation of the cost of products manufactured by robotic equipment, which provides accounting information on: material costs, wages and social security payments, depreciation of non-current assets, other operating expenses; automatic distribution of all accounting information between internal and external stakeholders according to their information requests and access rights to trade secrets.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125973707","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
A Tool for Scholarly Phonemic Transcription of Ukrainian Texts 乌克兰文本的学术音位转录工具
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913111
M. Vakulenko
{"title":"A Tool for Scholarly Phonemic Transcription of Ukrainian Texts","authors":"M. Vakulenko","doi":"10.1109/ACIT54803.2022.9913111","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913111","url":null,"abstract":"This article aims to present an instrument for phonemic transcription of Ukrainian texts that is necessary for phonetic studies, lexicographic work, and in text-to-speech conversion, machine translation, information retrieval, automatic speech recognition, language model transfer, and other natural language processing tasks. The tool provides an automatic scholarly transcription of Ukrainian texts into the International Phonetic Alphabet (IPA) and the Extended Speech Assessment Methods Phonetic Alphabet (X-SAMPA).","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126441064","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
Stellarium Software as a Means of Development of Students' Research Competence While Studying Physics and Astronomy 星探软件在培养学生物理天文学研究能力中的作用
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9913116
Serhii Mokhun, O. Fedchyshyn, M. Kasianchuk, Pavlo Chopyk, P. Basistyi, V. Matsyuk
{"title":"Stellarium Software as a Means of Development of Students' Research Competence While Studying Physics and Astronomy","authors":"Serhii Mokhun, O. Fedchyshyn, M. Kasianchuk, Pavlo Chopyk, P. Basistyi, V. Matsyuk","doi":"10.1109/ACIT54803.2022.9913116","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9913116","url":null,"abstract":"The article analyzes the concept of \"competence\", \"research competence\", outlines that the components of research competence of students are: knowledge, abilities, skills, abilities and experience of research activities. Based on the analysis of scientific and methodological literature, it has been determined that research competence is the ability of participants in the educational process to perform tasks involving modeling and research of physical and astronomical phenomena and processes using specialized software environment. The study focuses on the possibilities of information and communication technologies (ICT) for the formation and development of research competence of students in the study of physics. The authors analyze the possibilities of the Stellarium software environment and present an algorithm for using a virtual planetarium to develop research competence in the study of astronomy. For educational purposes, Stellarium is used to form ideas about the apparent annual motion of the Sun and the motions of the planets; to determine distances to celestial objects; as an interactive multimedia for understanding and motivating students in the study of astronomy, etc. Given that one of the important tasks of modern astronomy is the study of exoplanets, the authors describe the method of studying the planetary system TOI 700. The proposed algorithm for the study of exoplanets can be used by subjects of educational activities as didactic material for creative and individual educational and research tasks.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127576957","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
Book Recommendation Using Collaborative Filtering Technology 使用协同过滤技术的图书推荐
2022 12th International Conference on Advanced Computer Information Technologies (ACIT) Pub Date : 2022-09-26 DOI: 10.1109/ACIT54803.2022.9912741
Karolina Cwojdzińska, Marcin Hernes, W. Gryncewicz, Artur Rot, P. Golec
{"title":"Book Recommendation Using Collaborative Filtering Technology","authors":"Karolina Cwojdzińska, Marcin Hernes, W. Gryncewicz, Artur Rot, P. Golec","doi":"10.1109/ACIT54803.2022.9912741","DOIUrl":"https://doi.org/10.1109/ACIT54803.2022.9912741","url":null,"abstract":"The aim of the paper is to develop approach for books recommendation based on collaborative filtering. The different algorithm of collaborative filtering has been compared. The approach enables the creation of recommendations based on feedback from other people, so that users have a chance to explore completely new products. The solution was built based on book ratings from the Amazon.com sales platform, which consists of more than 50 million observations.","PeriodicalId":431250,"journal":{"name":"2022 12th International Conference on Advanced Computer Information Technologies (ACIT)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121263166","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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