Vol. 36, No. 2, 2026
Parallel Image Restoration Algorithm Based on Lattice Boltzmann Equations for Nonlinear Anisotropic Diffusion
p. 199 abstract
Descriptive Image Analysis: Part VI. On Conceptual Tools for Describing the Image Formalization Space
p. 207 abstract
Place of Cognitive Images in an Intelligent Diagnostic Medical System
p. 212 abstract
Neural Network Language Modeling, Significant Fragments of Scientific Articles, Their Clustering, and Estimation of Affinity to the Semantic Standard
p. 224 abstract
Decision Support System for Explainable Assessment of Lung Nodule Malignancy in Computed Tomography Images
p. 236 abstract
Spatial-Augmented Transformer with Adaptive Framing for Event-Based Human Action Recognition
p. 245 abstract
An Intelligent Grading System for Automated Identification and Classification of Banana Fruit Diseases Using Deep Convolution Neural Network
p. 256 abstract
ShopSafe: Artificial Intelligence-Powered Theft Prevention Using Multiscale Analysis
p. 272 abstract
Kolmogorov–Arnold Networks for Analysis and Forecasting of Nonstationary Astrophysical and Magnetic Field Data
p. 285 abstract
The Evolution of the DAMDID/RCDL Conferences and Some Scientific Results of the XXVII International Conference DAMDID/RCDL-2025
p. 293 abstract
Improvement in Microbial Classification Quality Using Synthetic Microscopic Images Generated by Large Visual-Language Models
p. 302 abstract
Generating Facial Expressions from Neutral Geometry Based on a Local Shape Model
p. 313 abstract
Improving the Accuracy of Automatic Wildlife Detection in Nature Reserves Using Infrared Imaging
p. 323 abstract
Development of a Specialized Method for Contextual Augmentation of Small Objects
p. 335 abstract
Adaptation of the Visual Genome Dataset for the Russian Language
p. 343 abstract
Real-Time Soccer Ball Localization with a Single Camera
p. 354 abstract
Acne Severity Grading with Deep Learning
p. 362 abstract
Development of a Model for Classifying Magnetic Resonance Imaging Images by Alzheimer’s Disease Stages Using Explainable Machine Learning Methods
p. 373 abstract
Optimization of the Embedding Linearity for Speaker Diarization under Overlapping Speech Conditions
p. 382 abstract
Intelligent Voice Fraud Detection Methods in Authentication Systems
p. 391 abstract
Temporal and Statistical Analysis of Electroencephalographic Signals in the P300 Recognition Problem
p. 400 abstract
Using Machine Learning to Predict Crystal Lattice Parameters of Compounds with the ThCr2Si2-Type Structure
p. 407 abstract
Evaluating Safety of Large Language Models with Cognitive Diagnosis
p. 415 abstract
Environmental Discourse in Russian Online Communities: Insights from Topic Modeling and Topic Labeling
p. 425 abstract
Contextual Learning Strategies for Dialogue Summarization Using Large Language Models
p. 437 abstract
Testing Methods for Retrieval Augmented Generation Models in Russian
p. 450 abstract
Iterative Layerwise Distillation for Efficient Compression of Large Language Models
p. 461 abstract
Temperature Effects on Prompt-Based Keyphrase Generation with Instruction-Based Large Language Models
p. 473 abstract
Impact of Tokenization on Evaluation of Neural Syntactic Parsing
p. 486 abstract
Efficiency Evaluation Framework for LLM-Generated Code
p. 498 abstract
Thematic Structure Analysis of a Text Collection Based on the Top2Vec Model
p. 509 abstract
Russian-Language Student Debate Dataset
p. 520 abstract
Automation of Text Annotation for Compliance Checking Based on Descriptive Logic: An Example from the Russian Building Code
p. 528 abstract
Ontology-Based Domain Analysis Approach for Developing an Interdisciplinary Research Infrastructure
p. 538 abstract
Methodology for Automatic Information Extraction and Fusion for the Ontology of Plant Diseases
p. 549 abstract
Toward a Unified Cloud Resource Ontology for Multicloud Security
p. 558 abstract
Information Support for Distributed Research in the Field of Thin-Film Materials: From Synthesis to Process Control
p. 568 abstract
Research and an Experimental Analysis of Big Data Tools: Twitch Streaming Platform App
p. 577 abstract
Enabling Semantic Search of Resources within the Problem-Solving Life Cycle
p. 586 abstract
Brewer’s Theorem and Modern Relational Database Management Systems
p. 597 abstract
Using Stratified Sampling in Statistical Data Analysis to Improve the Cardinality Estimation of Query Execution Plan
p. 606 abstract
The Metagraph Transformation Algorithm Based on Incidence and Nesting Representation
p. 616 abstract
22nd All-Russian Conference with International Participation “Mathematical Methods of Pattern Recognition” (MMPR-2025), September 22–26, 2025, Murom, Russian Federation
p. 629 abstract
Nonlinear Estimates of the Maximum Possibility in the Theory of Computer-Aided Measuring Transducers
p. 634 abstract
Some Expressions for the Variance of a Cross-Validation
p. 642 abstract
Theoretical Interrelation between the Concepts of Problem Regularity and Topological Space Normality, and Practical Applications of the Developed Theory in Data Mining
p. 648 abstract
Creating a Multimodal Dataset for the SciLibRu Semantic Library Using a Language Model
p. 665 abstract
New Schemes for Constructing Ensembles Based on Divergent Forest
p. 678 abstract
Using High-Divergence Ensembles in Predicting Quantitative Properties of Inorganic Compounds
p. 689 abstract
On One Robust Variant of Boosting Classifiers
p. 699 abstract
Landscape Measure of Deep Learning Models
p. 708 abstract
Algorithm for Shift-Based Incremental Learning of a Neural Network under Continuous Data Inflow Conditions
p. 717 abstract
Logical Data Analysis and Classification: Traditional and Neural Network Approaches
p. 729 abstract
Information-Theoretic Approach to Analysis of Personal Identification Fidelity Using Multimodal Datasets
p. 738 abstract
Cooperative Face Liveness Detection via Displacement of Dense Facial Points Clouds
p. 747 abstract
Constellation Method for One-Shot Search of Handwritten Glyphs
p. 756 abstract
On Assessing the Boundaries of the Information-Theoretical Measures of Digital Image Segmentation Quality
p. 764 abstract
Segmentation of Microscopic Images of Pseudomonas Biofilms Using Deep Learning and Semantic Filtering
p. 777 abstract
Real-Time Image Segmentation and Its Application to Scene Analysis
p. 793 abstract
Image Segmentation Based on Topological Decomposition and Pixel Resource
p. 807 abstract
Training Normalizing Flow Models in the Latent Space of Variational Autoencoders for Image Entropy Compression
p. 817 abstract
Neural Network Models for Improving Satellite Image Quality Based on Pixel-Level Domain Adaptation
p. 829 abstract
Determining the Offset of a Metal Strip Using Computer Vision in the Forming Mill Line during the Production of Electric-Welded Pipes
p. 842 abstract
Neural Network Algorithm for Recognizing Human Activity from Radio Signals with Preliminary Motion Detection
p. 852 abstract
Estimating the Parameters of a Harmonic Signal Distorted by Gaussian Noise Using Statistical Phase Analysis: Existence and Uniqueness of Solution
p. 863 abstract
Assessment of Pronunciation Correctness Using Large Multilingual Models
p. 872 abstract
Structure-Oriented Augmentation for Improving the Generalization Ability of Neural Pattern Recognition Models under Data Scarcity
p. 882 abstract
Retraction Note: Computational Approaches to Aesthetic Quality Assessment of Digital Photographs: State of the Art and Future Research Directives
p. 895 abstract