Information Technologies and Intelligent Decision Making Systems: Second International Conference, ITIDMS 2022, Moscow, Russia, December 12–14, 2022, Revised Selected Papers

ISBN-13: 9783031313523 / Angielski

Arthur Gibadullin

Opis

This book constitutes the proceedings of the Second International Conference on Information Technologies and Intelligent Decision Making Systems, ITIDMS 2022, which took place in Moscow, Russia, in December 2022.

The 14 papers presented in this volume were carefully reviewed and selected from 38 submissions. The conference was held with the aim of developing and exchanging international experience in the field of information, digital and intellectual technologies, within the framework of which proposals were formulated for digital, intellectual and infor-mation transformation, the development of computer models and the improvement of automated and computing processes. A distinctive feature of the conference is that it presented reports of authors from USA, Canada, Bangladesh, Uzbekistan and Russia. Researchers from different countries presented the process of transition of the information and digital path of development, presented the main directions and de-velopments that can improve the efficiency and development.

Spis treści

Algorithm for Solving the Problem of Multi-Criteria Optimization of Poorly Formed Processes based on the Construction of a Fuzzy Logic Model.- PACTDet - An Artificially Intelligent Approach to Detect Pulmonary Illnesses: Pneumonia, Asthma, COVID-19, and Tuberculosis.- Detection of Video Image Modification using a Classifier based on Adaptive Resonance Theory.- On the Reduction of Alternatives in the Process of Selecting Preferred Management Decisions.- Performance Analysis of Machine Learning Algorithm on Cloud Platforms: AWS vs Azure vs GCP.- Mathematical Modeling of the Translation Process and its Optimization by the Criterion of Quality Maximization.- Optimization with Quantum Algorithm that is based on Grover’s Method.- Evaluation of the Efficiency of Fault Tolerance Algorithms for Distributed Peer-to-Peer Worker Processes Connected through a Key-Value Store.- Investigation of the Possibility of using Neural Networks to Predict the Concentration of Sodium in a Steam.- Using Ensemble Machine Learning Methods for Regional Forecasting of Geocryological Manifestations (on the Example of the European North-East of Russia).- Deghosting Diffusion Model for Facial Attribute Editing via Differential Activations.- Minimizing Defaultation in Lending Using Blockchain Based Loan Management Syste.- System of Intelligent-Safe Distribution of Network Traffic Loads in Cluster Mesh-Formations of Thermal Technology Systems.- Computer Research and Stabilization of Dynamic Models of Conveyor Systems.