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  • 1
    Language: English
    In: IOP conference series. Earth and environmental science, 2020-07-01, Vol.539 (1), p.12062
    Description: The article describes a special resource of the innovative potential of the regions -information and communication technologies (resource ICT). The features of the ICT development are analyzed, their impact on the innovative potential of the industry in the Murmansk region. The level of development of information and communication technologies provides the necessary coordination of the actions of participants in economic activity. The characteristic of the most important industries of the Murmansk region is given. The main factors of innovative potential are characterized and the influence of ICT development on the innovative development of industry is determined.
    ISSN: 1755-1307
    E-ISSN: 1755-1315
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 2
    Language: English
    In: International journal of digital crime and forensics, 2021-07-01, Vol.13 (4), p.57-70
    Description: Steganalysis technology judges whether there is secret information in the carrier by monitoring the abnormality of the carrier data, so the traditional information hiding technology has reached the bottleneck. Therefore, this paper proposed the coverless information hiding based on the improved training of Wasserstein GANs (WGAN-GP) model. The sender trains the WGAN-GP with a natural image and a secret image. The generated image and secret image are visually identical, and the parameters of generator are saved to form the codebook. The sender uploads the natural image (disguise image) to the cloud disk. The receiver downloads the camouflage image from the cloud disk and obtains the corresponding generator parameter in the codebook and inputs it to the generator. The generator outputs the same image for the secret image, which realized the same results as sending the secret image. The experimental results indicate that the scheme produces high image quality and good security.
    ISSN: 1941-6210
    E-ISSN: 1941-6229
    Source: Get It Now
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  • 3
    Conference Proceeding
    Conference Proceeding
    2018
    ISSN: 1757-8981  ISSN: 1757-899X 
    Language: English
    In: IOP conference series. Materials Science and Engineering, 2018-11-01, Vol.439 (5), p.52042
    Description: With the rapid development of information technology, electronic communication has become a necessity in our daily life. With the increasing demand for communication, the technical level of electronic communication is getting higher, and the application technology of electronic communications is gradually being optimized. However, in the process of rapid development and wide application of electronic communications, the existence of some interference factors hinders the rapid development of electronic communications technology, and also affects the overall application quality of electronic communications. Therefore, it is of crucial significance to scientifically analyze the interference factors in electronic communications and adopt scientific and effective control measures to ensure the comprehensive scientific development of electronic communications.
    ISSN: 1757-8981
    ISSN: 1757-899X
    E-ISSN: 1757-899X
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 4
    Language: English
    In: IOP conference series. Materials Science and Engineering, 2021-01-01, Vol.1030 (1), p.12053
    Description: In modern construction, environmental issues are becoming increasingly important, therefore the concept of "green" construction gains growing popularity among both customers and developers. At the same time, information modeling technologies is witnessed to become widespread worldwide. This article reveals the design and construction of modern buildings in accordance with standards of "green" certification based on building information modeling methods. The advantages of building information models, such as rational design decisions, object analysis by various parameters, and quick access to quantitative and qualitative information provides easier certification of "green" buildings, and as a result, the efficient operation of the future object. The purpose of this research is to study the possibility of automated assessment of building information models for compliance with rating systems of "green" construction that can be achieved by analysis «green» construction aspects in the combination with information modeling, approaches to models evaluation within the framework of «green» certification standards and analysis of automated models verification methods. The practical result of the research will be an algorithm for automated evaluation of information models for compliance with" green" standards. Based on the theoretical part of the study, directions for further research in the field of sustainable construction based on BIM will be formulated.
    ISSN: 1757-8981
    E-ISSN: 1757-899X
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 5
    Conference Proceeding
    Conference Proceeding
    2020
    ISSN: 1757-8981 
    Language: English
    In: IOP conference series. Materials Science and Engineering, 2020-12-01, Vol.1003 (1), p.12145
    Description: The information era has caused a leap in the industrial world. Industries that make full use of information technology are known as Industry 4.0, whose upstream and downstream focus on automation. However, in various aspects, there are gaps. Therefore, the use of accurate information is necessary to draw a common thread between various matters related to Industry 4.0. This paper reveals a little through the literature review as reliable information. In short, of course, it reveals the importance of understanding the changes that have occurred, a relation between the old industry and the industry 4.0.
    ISSN: 1757-8981
    E-ISSN: 1757-899X
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 6
    Language: English
    In: IOP conference series. Materials Science and Engineering, 2020-12-01, Vol.986 (1), p.12021
    Description: New digital technologies are dynamically penetrating the economies of various countries and regions, having a significant impact on the development of its infrastructure and economic efficiency. The effectiveness of the latest digital technologies is becoming a key element in international economic competition. The expanding use of modern information and communication technologies is becoming a prerequisite for the emergence and development of new effective management technologies, entrepreneurial practices, and successful businesses. Therefore, most countries and regions stimulate these processes at the state and regional levels. In order to ensure the systematic implementation and development of digital technologies, the development of methodological approaches to assessing the digitalization level of countries and regions is relevant.
    ISSN: 1757-8981
    E-ISSN: 1757-899X
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 7
    Language: English
    In: Reports on progress in physics, 2018-06-19, Vol.81 (7), p.074001-074001
    Description: Quantum information technologies, on the one hand, and intelligent learning systems, on the other, are both emergent technologies that are likely to have a transformative impact on our society in the future. The respective underlying fields of basic research-quantum information versus machine learning (ML) and artificial intelligence (AI)-have their own specific questions and challenges, which have hitherto been investigated largely independently. However, in a growing body of recent work, researchers have been probing the question of the extent to which these fields can indeed learn and benefit from each other. Quantum ML explores the interaction between quantum computing and ML, investigating how results and techniques from one field can be used to solve the problems of the other. Recently we have witnessed significant breakthroughs in both directions of influence. For instance, quantum computing is finding a vital application in providing speed-ups for ML problems, critical in our 'big data' world. Conversely, ML already permeates many cutting-edge technologies and may become instrumental in advanced quantum technologies. Aside from quantum speed-up in data analysis, or classical ML optimization used in quantum experiments, quantum enhancements have also been (theoretically) demonstrated for interactive learning tasks, highlighting the potential of quantum-enhanced learning agents. Finally, works exploring the use of AI for the very design of quantum experiments and for performing parts of genuine research autonomously, have reported their first successes. Beyond the topics of mutual enhancement-exploring what ML/AI can do for quantum physics and vice versa-researchers have also broached the fundamental issue of quantum generalizations of learning and AI concepts. This deals with questions of the very meaning of learning and intelligence in a world that is fully described by quantum mechanics. In this review, we describe the main ideas, recent developments and progress in a broad spectrum of research investigating ML and AI in the quantum domain.
    Subject(s): artificial intelligence ; machine learning ; quantum computing ; quantum information processing
    ISSN: 0034-4885
    E-ISSN: 1361-6633
    Source: IOPscience extra
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  • 8
    Conference Proceeding
    Conference Proceeding
    2020
    ISSN: 1757-8981 
    Language: English
    In: IOP conference series. Materials Science and Engineering, 2020-11-01, Vol.971 (2), p.22063
    Description: The paper considers the issues of increasing the efficiency of forming press connections by using additional ultrasonic vibrations introduced during the pressing process. A distinctive feature of the proposed approach is the use of ultrasonic vibrations simultaneously both for technological purposes to improve the efficiency of Assembly of press connections, and for indirect non-selective diagnostics of formed connections by analyzing vibrations directly in the Assembly process. The developed algorithm and device for ultrasonic pressing of teeth of a roller bit with an assessment of the quality of pressing on diagnostic indicators is presented.
    ISSN: 1757-8981
    E-ISSN: 1757-899X
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 9
    Conference Proceeding
    Conference Proceeding
    2021
    ISSN: 1755-1307 
    Language: English
    In: IOP conference series. Earth and environmental science, 2021-01-01, Vol.636 (1), p.12032
    Description: With the emergence of AI, IOT, 5G technology, cloud computing and other terms, the digital era has significantly arrived, the national universities cultivate new engineering complex talents who adapt to the new era, which will bring great significance to promote technological innovation in the construction industry, and most institutions combine their own positioning to carry out professional reform in order to actively embrace industry changes. The purpose of this article is to explore the construction of intelligent construction professional curriculum system based on VR technology under the new situation, with the aim of innovating the layout mode of intelligent construction professional curriculum system, improving the training effect of new engineering intelligent construction talents, adapting to the development of information technology, and promoting the innovation of engineering construction technology.
    ISSN: 1755-1307
    E-ISSN: 1755-1315
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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  • 10
    Language: English
    In: IOP conference series. Earth and environmental science, 2021-01-01, Vol.632 (2), p.22046
    Description: With the rapid development of Internet and information technology, the space and time boundaries between regions have been broken. With the advent of the "Internet plus" era, the rapid development of e-commerce based on Internet and information technology has promoted the development of regional economy and modern logistics industry. The application level of e-commerce and the development of modern logistics also have an important impact on the regional economic structure and scope. Therefore, it is of great significance to study the impact of e-commerce and modern logistics on the scope of regional economic structure for promoting the coordinated development of e-commerce and modern logistics.
    ISSN: 1755-1307
    E-ISSN: 1755-1315
    Source: IOPscience extra
    Source: Alma/SFX Local Collection
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