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Creativity in Intelligent Technologies and Data Science de Alla G. Kravets

Creativity in Intelligent Technologies and Data Science: Communications in Computer and Information Science, cartea 1448

Editat de Alla G. Kravets, Maxim Shcherbakov, Danila Parygin, Peter P. Groumpos
en Limba Engleză Paperback – 17 sep 2021
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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Specificații

ISBN-13: 9783030870331
ISBN-10: 3030870332
Pagini: 644
Ilustrații: XVI, 628 p. 324 illus., 207 illus. in color.
Dimensiuni: 155 x 235 x 35 mm
Greutate: 0.96 kg
Ediția:1st edition 2021
Editura: Springer
Colecția Communications in Computer and Information Science
Seria Communications in Computer and Information Science

Locul publicării:Cham, Switzerland

Cuprins

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 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.- 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.