2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)最新文献_第3页

Method of Masking Digital Messages by Chaotic Sequences, Formed with Chebyshev Polynomials of the 1st Kind of Different Orders 用第一类不同阶切比雪夫多项式构成的混沌序列掩盖数字信息的方法

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772123

K. Vasiuta, Uliana Zbezhkhovska, V. Slobodyanuk, Alla Kudriavtseva

{"title":"Method of Masking Digital Messages by Chaotic Sequences, Formed with Chebyshev Polynomials of the 1st Kind of Different Orders","authors":"K. Vasiuta, Uliana Zbezhkhovska, V. Slobodyanuk, Alla Kudriavtseva","doi":"10.1109/PICST54195.2021.9772123","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772123","url":null,"abstract":"Due to the wide application of signals with OFDM - modulation, security is becoming more and more important. In this paper, we propose a security method of masking digital messages in signals with OFDM-modulation by chaotic sequences formed with Chebyshev's polynomials of the 1-st kind of different orders. The evaluation of Independent and Identically Distributed (IID) security (level of masking the signal to noise) of signals formed with the proposed method is passing over. Simulation results have shown that in comparison with systems that use harmonical signals with OFDM-modulation, chaotic signals with OFDM-modulation with signal constellation can ensure a higher level of IID-security. This has been confirmed by the computed values of Brock Dechert Scheinkman (BDS) statistics, the type of time realization, energy spectrum, and “shape” in the pseudo-phase space. The obtained results give grounds to claim that the application of the proposed method will allow providing the required level of IID-secrecy in systems with OFDM-modulation. Consequently, it can provide reliable data protection from unauthorized access, which is especially relevant for information telecommunication systems for special purposes.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115490674","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

Application of Simple Convolutional Neural Networks in Equity Price Estimation 简单卷积神经网络在股票价格估计中的应用

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772160

Daniel Nikolaev, M. Petrova

{"title":"Application of Simple Convolutional Neural Networks in Equity Price Estimation","authors":"Daniel Nikolaev, M. Petrova","doi":"10.1109/PICST54195.2021.9772160","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772160","url":null,"abstract":"The problem of price estimation is well established in the field of finance, especially speaking of future equity prices. There are many classical approaches to estimate the expected price, such as auto-regression, moving averages, combination of both in the form of ARMA and ARIMA models, and many more. But with the development of technology, completely new techniques arise. In the current study we are attempting to use deep learning techniques, by training a simple (small number of layers) Convolutional Neural Network (CNN) on the graphical representation of the prices, in black and white scale. Normally, CNNs are used to classify data and are not very well suited to generated ‘regression type’ results. For that reason, we are basing our short-term (work week) price estimation on a categorical result. We use the daily standard deviation as a measure in order to split the future price in seven categories. The results show that CNN is able to effectively improve naive estimation of the price. Also, we uncover few problems and possible solutions that arise during the training of the model, related to over-fitting.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"296 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127558969","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: 7

The Role of Infocommunication Technologies in the dot.com Bubble and in the Implementation of Unconventional Monetary Policy 信息通信技术在互联网泡沫中的作用及非常规货币政策的实施

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772232

H. Alekseievska, S. Yakubovsky, Ivelyna Podgorna

{"title":"The Role of Infocommunication Technologies in the dot.com Bubble and in the Implementation of Unconventional Monetary Policy","authors":"H. Alekseievska, S. Yakubovsky, Ivelyna Podgorna","doi":"10.1109/PICST54195.2021.9772232","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772232","url":null,"abstract":"In less than two decades, the Internet and the use of infocommunication technologies have immeasurably changed human lives. People have turned from objects who only receive information to subjects who are able to make relatively independent decisions. Moreover, the use of info communication technologies has significantly changed not only the conditions of development of individuals, but also the conditions of the development of whole national and world economies. Many established companies and new businesses have made millions using the info communication technologies, and many are hoping to do the same. In this study, we explore the role of info communication technologies in the Dot-com crisis and in the implementation of unconventional monetary policy. The Dot.com crisis is considered as one of the stimulating factors for the use of the unconventional monetary policy. The influence of the Dot.com bubble and unconventional monetary policy on the socio-economic development of countries is also revealed. We are also studying the possibility of a repeat of such a crisis today. It is difficult to argue that the growing popularity of info communication technologies, an increase in the number of companies in this area and a sharp increase in stock market indicators will lead to a repeat of the 2000 crisis, but it is still necessary to study these trends and learn lessons from past crises.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"338 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122641505","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

Multi-Website Single-Repository Architecture for E-Journal Web Platform 面向电子期刊Web平台的多站点单存储库架构

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772108

M. Aleksandrov, M. Petrova

{"title":"Multi-Website Single-Repository Architecture for E-Journal Web Platform","authors":"M. Aleksandrov, M. Petrova","doi":"10.1109/PICST54195.2021.9772108","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772108","url":null,"abstract":"There has been an increased interest of the scientific community in periodic electronic journals, which are included in indexing systems like Web of Science and Scopus. The idea for creating a structure of the platform for periodic electronic publications is to aid the application for inclusion of scientific journals in the electronic databases Scopus and Web of Science, which requires the publisher to implement the selection criteria, strictly established by these systems. This is one solution for a web-based platform, supporting the electronic journals of multiple organizations like universities and educational institutions, each having its own unique design and structure, but all meeting the requirements of the global indexing systems and following the Open Access policies. Even though it supports multiple unique websites, the platform is designed using a single repository architecture, avoiding unnecessary duplications of code and design. The platform helps the organizations by providing them with the software solution for publishing their periodic publications and making sure all requirements and standards are met and only unique and quality scientific articles are published. It uses popular open-source technologies to meet its requirements, so it doesn't require any additional costs for software, except for the underlying server and network infrastructure.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133492403","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: 4

The Automated System for Selection of Optimal Solutions for the Process of Iron Ore Mining Based on Artificial Intelligence Methodology 基于人工智能方法的铁矿开采过程最优解自动选择系统

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772176

S. Popov, M. Ishchenko, Anton Mohil, Inga Kovnitska, L. Ishchenko

引用次数: 1

Radar Signal Recognition Based on Deep Neural Networks 基于深度神经网络的雷达信号识别

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772169

J. Matuszewski, Dymitr Pietrow

引用次数: 0

Usage of E-Technologies for Development Financial and Economic Potential of United Territorial Communities 利用电子技术发展联合领土社区的财政和经济潜力

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772240

S. Hlibko, N. Vnukova, D. Davydenko, Podrez-Riapolova

{"title":"Usage of E-Technologies for Development Financial and Economic Potential of United Territorial Communities","authors":"S. Hlibko, N. Vnukova, D. Davydenko, Podrez-Riapolova","doi":"10.1109/PICST54195.2021.9772240","DOIUrl":"https://doi.org/10.1109/PICST54195.2021.9772240","url":null,"abstract":"The current directions of development of financial and economic potential on the example of united territorial communities of one region through the introduction of electronic technologies to select a promising area of development and create favorable conditions for modern business communications. The criteria for this selection are proposed and an expert evaluation is conducted to obtain the results of the study in Decision Making Helper©. The priority of small business in the financial and economic development of the region has been established on the example of four united territorial communities. The problems of small business development are identified and the introduction of the newest approaches to the organization of activity of united territorial communities in the system of infocommunication «community-business-power» with establishment of their priority is offered. Relevant recommendations for the application of algorithms for the development of small business to determine the priority area in various fields, which allowed to form the author's vision of solving problems based on the software used to acquire new competencies by potential users.","PeriodicalId":391592,"journal":{"name":"2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116239816","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

A Concise Review of FPGA-Based Hardware Solutions for Network Intrusion Detection 基于fpga的网络入侵检测硬件解决方案综述

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772171

S.Ya. Hilgurt

引用次数: 1

Directional Properties of Spatial Dipoles Arrays Located Above Perfectly Conducting Plane 完美导电平面上空间偶极子阵列的方向性

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772144

N. Yeliseyeva, S. Berdnik, V. Katrich

引用次数: 0

Estimation of the Probability of Buffer Overflow for Self-Similar Traffic 自相似流量缓冲区溢出概率的估计

2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2021-10-05 DOI: 10.1109/PICST54195.2021.9772241

A. Pashko, I. Rozora

引用次数: 0