Information Technologies and Intelligent Decision Making Systems - 4th International Scientific and Practical Conference, ITIDMS 2024, Moscow, Russia, December 11-13, 2024, Revised Selected Papers

This book constitutes the revised selected papers of the 4th International Scientific and Practical Conference on Information Technologies and Intelligent Decision-Making Systems, ITIDMS 2024, held in Moscow, Russia, during December 11 13, 2024.
The 17 full papers included in this book were carefully reviewed and selected from 49 submissions. They focus on topics such as digital, intellectual and information transformation, the development of computer models and the improvement of automated and computing processes.

List of contents

.- Mathematical Modeling of Determining the Current of a CdTe-SiO₂ Semiconductor in an Alternating Electric Field.
.- A Mathematical Model for Calculating Incoming Energy Based on Climate Change.
.- An Improved Two-Stage Processing Method for Tomographic Images in Industrial Inspection Using Self Supervised Neural Networks: Denoising and Super Resolution.
.- Filtering X-ray Images Based on Gabor-flexible Representation of Quantum Images.
.- Time Series Research using Cross-Wavelet-Analysis.
.- Application of Adaptive Neuro-Fuzzy System in Semiconductor Defects.
.- A Method of Screw Movement of the Piston in the Cylinder of Rotation with Modeling of Piston Movement in the Program MathCAD.
.- Integration Model for Business Intelligence Systems in Cloud Architecture Using Multi-Agent Systems.
.- Comparative Analysis of Methods for Solving Differential Equations Using MATLAB.
.- Optimization of Transfer Learning Models for Forecasting Complex Systems.
.- Fuzzy Situational-Precedent Models for Control of Complex Technical Objects.
.- Scalable Customer Segmentation with Mini-Batch K-Means on Apache Spark: A Comparative Study of Clustering Algorithms.
.- Classification of X-ray Images Using Quantum-Hybrid Neural Network.
.- Detection and Verification of the Object's Compliance with the Requirements of Marketplace Using Neural Networks.
.- Modeling of Cyber-physical Systems with the Possibility of Increasing the Efficiency of their Management.
.- The Impact of Synthetic Noise on the Performance of YOLO for HEp-2 Cell Classification.

Product details

• Assisted by: Arthur Gibadullin (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Release: 06.02.2026
• EAN: 9783032161048
• ISBN: 978-3-0-3216104-8
• Illustrations: Approx. 200 p.
• Series: Communications in Computer and Information Science
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; Computerhardware, machine learning, Software Engineering, Data Mining, Artificial Intelligence, Netzwerk-Hardware, Bildverarbeitung, computer hardware, Computer Vision, Image Analysis, Computer Imaging, Vision, Pattern Recognition and Graphics, Computer Communication Networks, Signal Processing, Computer security, Image processing, Computer Engineering and Networks, Database Management System, computer networks, knowledge-based system, network protocols, telecommunication networks, telecommunication traffic, image quality, data communication systems, image coding, telecommunication systems, Bandwidth