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211011 ||| eng |
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|a 9783030870348
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1 |
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|a Kravets, Alla G.
|e [editor]
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| 245 |
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|a Creativity in Intelligent Technologies and Data Science
|h Elektronische Ressource
|b 4th International Conference, CIT&DS 2021, Volgograd, Russia, September 20–23, 2021, Proceedings
|c edited by Alla G. Kravets, Maxim Shcherbakov, Danila Parygin, Peter P. Groumpos
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| 250 |
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|a 1st ed. 2021
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| 260 |
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|a Cham
|b Springer International Publishing
|c 2021, 2021
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| 300 |
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|a XVI, 628 p. 324 illus., 207 illus. in color
|b online resource
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| 505 |
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|a Cyber-Physical Systems and Big Data-Driven World. Intelligent technologies in Urban Design and Computing -- Collection and consolidation of big data for proactive monitoring of critical events at infrastructure facilities in an urban environment -- Digital Technologies for Surveying Buildings and Structures -- Database of architectural patterns, heritage objects and plots for conceptual design of urban objects -- Computer aided evaluation of individual traffic road safety along a given route within the framework of the "driver-car-road-environment" system -- Development of a Methodology for Complex Monitoring of the Development of Urban and Suburban Areas based on the Intellectual Analysis of Earth Remote Sensing Data and Geospatial Technologies -- Fractal approach to automation of conceptual design of control systems’ elements by the intellectual building -- Intelligent Technologies in Social Engineering. Data Science in Social Networks Analysis and Cyber Security --
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| 505 |
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|a E-Learning Evaluation based on SURE Model: Case of Mongolian University of Science and Technology -- Lee’s wave algorithm developed in Tower Defense (TD) game -- User Engagement Assessment for Adaptive Learning Systems -- Cybersecurity Specialists’ E-Learning Problems -- Intelligent Technologies in Social Engineering.Intelligent Assistive Technologies: Software Design and Application -- User Experience Analysis based on a Virtual Mark-up Approach -- Mobile Interface Personalization during the Application Usage Based on Patterns Ontology Model for People with Special Needs -- Development of Specialized Methods and Algorithms for Preventive Monitoring of Reliability -- Methodology for Preclinical Laboratory Research Using Machine Learning
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| 505 |
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|a A secure and stable routing protocol for VANET under malicious attacks -- Proactive modeling in the assessment of the structural functionality of the subject of critical information infrastructure -- Data Processing Basedon the Structure Oriented Evaluation Online Tool from SERVQUAL Model -- Expert & Technical Support for Investigation of Thefts Involving Malware Usage -- Biometrics databases as forensic registers -- Intelligent Technologies in Social Engineering. Educational Creativity and Game-Based Learning -- A set of tools for updating and personalizing educational programs and content in an intellectual learning environment -- Model for creating an adaptive individual learning path for training Digital Transformation Professionals and Big Data Engineers using Virtual Computer Lab -- E-Learning Evaluation based on SURE Model: Case of Mongolian University of Pharmaceutical Sciences --
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| 505 |
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|a Improvement of intent classification using diacritic restoration for text message in chatbot -- Numerical and Symbolic Integration in the MAPLE Package: Software for Antiplane Problems of the Non-Linear Elasticity Theory -- Artificial Intelligence and Deep Learning Technologies for Creative Tasks. IoT and Computer Vision in Knowledge-Based Control -- Optimization of Internet of Things System -- Optimization of the intelligent controller rule base based on fuzzy clustering for controlling an object operating in changing conditions -- New communicative strategies for the affective robot: F-2 going tactile and complimenting -- The System of Intelligent Identification of Harmful Objects in the Field of Agriculture -- Cyber-Physical Systems and Big Data-Driven World. Pro-Active Modeling in Intelligent Decision Making Support -- Formalization of the choice for optimal technological solutions --
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|a Keynotes -- The meta COVID-19 pandemic period: a data science driven wise future planet? -- Adapting, Learning, and Control the Supply of a Vital Commodity such as COVID-19 Vaccine -- Artificial Intelligence and Deep Learning Technologies for Creative Tasks. Knowledge Discovery in Patent and Open Sources -- Analyzing and Forecasting Emerging Technology Trends by Mining Web News -- Development of a Method for Intellectual Support of Inventive Activity Based on Deep Machine Learning Methods -- The measure of the technological complementarity between enterprises based on patent databases -- Relevant Image Search Method when Processing a Patent Array -- Artificial Intelligence and Deep Learning Technologies for Creative Tasks. Open Science Semantic Technologies -- Chomsky Was (Almost) Right: Ontology-based Parsing of Texts of a Narrow Domain -- Creative Knowledge Representation for Knowledge Management: The Dialectical Approach --
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| 505 |
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|a Evaluation of the State Effectiveness in the Model of Control of Generalized Computational Experiment -- Comparative Study of the Innovative Activity Dynamics in the Russian Federation Using the Singular Spectrum Analysis -- Analysis of the competitiveness risks of food production enterprises using mathematical modelling methods -- System approach in organization of international students’ mobility -- Cyber-Physical Systems and Big Data-Driven World. Design Creativity in CASE/CAI/CAD/PDM -- Development of a discrete slicer for additive manufacturing -- Automatic calculation of material laying trajectories when preparing 3D models for five-axis FFF printing with continuous fiber reinforcement -- Constructing equidistant curve for planar composite curve in CAD systems -- Data processing pipeline: from 3D surface scanning to coke drum residual life assessment -- Using Virtual Reality Systems for Crime Scene Reconstruction --
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| 653 |
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|a Computer Communication Networks
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| 653 |
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|a Computer vision
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| 653 |
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|a Database Management System
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| 653 |
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|a Cryptography
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| 653 |
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|a Artificial Intelligence
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| 653 |
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|a Computer Vision
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| 653 |
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|a Computer networks
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| 653 |
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|a Data encryption (Computer science)
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| 653 |
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|a Artificial intelligence
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| 653 |
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|a Cryptology
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| 653 |
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|a Database management
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| 700 |
1 |
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|a Shcherbakov, Maxim
|e [editor]
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| 700 |
1 |
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|a Parygin, Danila
|e [editor]
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| 700 |
1 |
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|a Groumpos, Peter P.
|e [editor]
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
0 |
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|a Communications in Computer and Information Science
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| 028 |
5 |
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|a 10.1007/978-3-030-87034-8
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| 856 |
4 |
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|u https://doi.org/10.1007/978-3-030-87034-8?nosfx=y
|x Verlag
|3 Volltext
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| 082 |
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|a 005.7
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| 520 |
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|a This book constitutes the proceedings of the 4th Conference on Creativity in Intellectual Technologies and Data Science, CIT&DS 2021, held in Volgograd, Russia, in September 2021. The 39 full papers, 7 short papers, and 2 keynote papers presented were carefully reviewed and selected from 182 submissions. The papers are organized in the following topical sections: Artificial intelligence and deep learning technologies: knowledge discovery in patent and open sources; open science semantic technologies; IoT and computer vision in knowledge-based control; Cyber-physical systems and big data-driven control: pro-active modeling in intelligent decision making support; design creativity in CASE/CAI/CAD/PDM; intelligent technologies in urban design and computing; Intelligent technologies in social engineering: data science in social networks analysis and cyber security; educational creativity and game-based learning; intelligent assistive technologies: software design and application
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