Abstracts of number Journal Scientific and Technical Of Information Technologies, Mechanics and Optics

2026 , VOLUME 26, NUMBER 2 ( march-april )

ISSN 2226-1494 (print), ISSN 2500-0373 (online)

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Editor-in-Chief

Nikiforov
Vladimir O.
D.Sc., Prof.

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Summaries of the Issue

REVIEW PAPERS

Fluorescence studies of natural photosensitizers in oncology and antimicrobial therapy

223

Review of deep learning methods for imaging photoplethysmography data processing

236

OPTICAL ENGINEERING

Effect of heat treatment on the growth and luminescence of quantum dots CsPbI₃ in fluorophosphate glass

250

MATERIAL SCIENCE AND NANOTECHNOLOGIES

Study of nanopipettes conductivity depending on their shape and size

258

Thermal conductivity of multilayer hexagonal boron nitride nanoscrolls

266

AUTOMATIC CONTROL AND ROBOTICS

Integrated control algorithm for obstacle and singularity avoidance in a robotic manipulator

275

COMPUTER SCIENCE

Method of automatic generation of the informative space for identifying information security events in corporate computer networks

287

Spectral-based multi-band recurrent neural networks for black-box modeling of dynamic range compressors (in English)

295

Hierarchical multi-task learning for low-complexity models based on task synergy analysis

306

Detection of network anomalies in the Internet of Things environment using modified statistical criteria and ensemble methods

315

Automatic detection of software design patterns using a language model on transformer architecture (in English)

324

Ego-net link prediction with GNN (in English)

331

Multi-task human’s psychological profile analysis based on text data using semi-supervised learning

337

Modeling and optimization of information flows in electronic document management systems under information security threats

349

Series-parallel architecture for the FPGA implementation of neural networks trainable in real-time using the error backpropagation algorithm

357

An approach to contextual example mining for DGA domain identification using large language models

367

Analysis of the effectiveness of optimizing behavioral descriptions of hardware in logic synthesizers for FPGA

378

MODELING AND SIMULATION

Spheroidal models of ore deposits in the framework of gravity tomography

385

Prediction of maximum stresses in the shaft–insert system using a neural network

393

Estimation criterion and method for optimizing the redundancy of video images in surveillance systems

402

Generating spatiotemporal network load series in multi-access edge computing tasks using open data

410

Application of hybrid artificial intelligence methods to practical industrial tasks under conditions of scarce training data

420

Implementation and investigation of a reservoir computer based on a hardware model of three-element spiking neuron

428

Analysis of a centerless control scheme for profiles of large-sized shells in the process of their shaping

436

BRIEF PAPERS

Oblivious signature based on the theory of elliptic curve isogeny

442

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Scientific and Technical Journal
of Information Technologies, Mechanics and Optics.