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Creativity in Intelligent Technologies and Data Science : 4th International Conference, CIT&DS 2021, Volgograd, Russia, September 20-23, 2021, Proceedings / edited by Alla G. Kravets, Maxim Shcherbakov, Danila Parygin, Peter P. Groumpos.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1448
- Communications in Computer and Information Science, 1865-0937 ; 1448
- Language:
- English
- Subjects (All):
- Database management.
- Artificial intelligence.
- Computer vision.
- Computer networks.
- Cryptography.
- Data encryption (Computer science).
- Database Management System.
- Artificial Intelligence.
- Computer Vision.
- Computer Communication Networks.
- Cryptology.
- Local Subjects:
- Database Management System.
- Artificial Intelligence.
- Computer Vision.
- Computer Communication Networks.
- Cryptology.
- Physical Description:
- 1 online resource (XVI, 628 pages) : 324 illustrations, 207 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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
- 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
- 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
- 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
- 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 Based on the Structure Oriented Evaluation Online Tool from SERVQUAL Model
- Expert and 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
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-87034-8
- 9783030870348
- Access Restriction:
- Restricted for use by site license.
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