Issue 3/2023
PRIA Journal Special Issue: XX Russian Conference on Artificial Intelligence (RCAI-2022), December 21-23, Moscow, Russian Federation
Content (51 Articles)
Artificial Intelligence: Problems, Solutions, and Prospects
B. A. Kobrinskii
Formation of Digital Patient-Oriented Recommendations Based on Multilevel Granulation
T. V. Afanasieva, P. V. Platov
Vibrating Machine Rotors Speed Control Using Heuristic Algorithm
B. R. Andrievsky, I. S. Zaitceva
Ontological Engineering in Complex Systems Based on Meta-Associative Graphs
V. V. Borisov, A. E. Misnik
The Method of Intellectual Support of Logistics Decision Making Based on Genetic Clustering and Fuzzy Modeling
V. V. Borisov, A. V. Ryazanov
A Method of Optimal Control of a Technical System or Process Using the Neural Network Model and the Thompson Sampling Algorithm
L. S. Chernyshev
The Method of Automatic Construction of Training Collections for the Task of Abstractive Summarization of News Articles
D. I. Chernyshev, B. V. Dobrov
Correction of Errors in Training in the Task of Controlling an Intelligent Robot
D. A. Dobrynin
Creation of Prototypes of Case-Based Knowledge Bases Using Transformations of Decision Tables to Predict the Risk of Forest Fires
N. O. Dorodnykh, O. A. Nikolaychuk, J. V. Pestova, A. Yu. Yurin
Integration of the Methods of System Analysis and Cognitive Graphics in the Early Diagnosis of Vision Pathology
A. P. Eremeev, O. S. Kolosov, M. V. Zueva, I. V. Tsapenko
Application of Optimum Adaptive Generalized Predictive Control to Green Tea Drying
K. B. Fam, P. M. Murashev, V. N. Bogatikov
Extension of Metagraph Model on the Basis of Protograph Approach
Yu. E. Gapanyuk
Knowledge and Data in Artificial Intelligence: A Duel or a Duo
T. A. Gavrilova
Selection of Tools for Preprocessing and Thematic Modeling of Scientific Articles from the Data Lake
M. M. Gayanova, E. Yu. Sazonova, O. N. Smetanina, A. K. Sulejmanov
Intelligent System for Prescribing Personalized Treatment by Analogy
V. V. Gribova, R. I. Kovalev, D. B. Okun
Semantic Technologies for the Development of Immersive Virtual Environments with Biofeedback
V. V. Gribova, V. O. Strekalev
Expansion of the Functionality of the Intellectual Psychological and Forensic System to Solve New Problems
S. M. Gusakova
Application of Evidence Theory for Training Fuzzy Neural Networks in Diagnostic Systems
V. K. Ivanov, B. V. Palyukh
Classification of Patient Emotions in Nonverbal Communication Based on Machine Learning
I. S. Kosachev, O. N. Smetanina
Exploring Opportunities to Identify Abnormal Behavior of Data Center Users Based on Machine Learning Models
I. V. Kotenko, I. B. Saenko
Automated Text Psychodiagnostics and the Problem of Monitoring Social Networks
Yu. M. Kuznetsova, N. V. Chudova, A. A. Chuganskaya
Application of Intelligent Methods of Correlation of System Events in Predictive Analysis of Security States of Objects of Critical Infrastructure
D. A. Levshun, I. V. Kotenko
Automatic Methods for Extracting Taxonomic Relationships from Texts
N. V. Loukachevitch
On the Role of Argumentation in Opinion Analysis
M. A. Mikheyenkova, V. K. Finn
Development of a System for Detecting an Unsuitable Marble Stone by Using Convolutional Neural Networks
A. S. Mokhov, D. A. Shestov, I. V. Shubin
Automation of Software Code Analysis Using Machine Learning Methods
V. S. Moshkin, A. A. Dyrnochkin, N. G. Yarushkina
Hybridization of Ontologies and Neural Networks in the Problems of Detecting Anomalies of Time Series
V. S. Moshkin, D. S. Kurilo, I. A. Andreev
Forming Knowledge Bases in Accordance with Ontological Agreements on an Intelligent Systems Development Platform
Ph. M. Moskalenko, V. A. Timchenko
An Intelligent Decision Support System for Naval Logistics
E. I. Mukhitov, A. V. Kolesnikov
Technology of Knowledge Engineering in the Diagnosis of Eating Behavior
D. Z. Nagaeva, E. Yu. Sazonova, O. N. Smetanina, V. S. Sazonov
OntoMathEdu Educational Ontology: Problems of Ontological Engineering
O. A. Nevzorova, M. V. Falileeva, A. V. Kirillovich, E. K. Lipachev, L. R. Shakirova, A. E. Dyupina
A World Model for Actor–Critic in Reinforcement Learning
A. I. Panov, L. A. Ugadiarov
Hybrid Intelligent Systems for a Personalized Assessment of the State of Complex Medical Objects Using Dynamic Object Modeling
S. B. Rumovskaya
Modern Architectures of Intelligent Tutoring Systems Based on Integrated Expert Systems: Features of the Approach to the Automated Formation of the Ontological Space of Knowledge and Skills of Students
G. V. Rybina, A. A. Grigoriev
Argument Extraction Based on the Indicator Approach
E. A. Sidorova, I. R. Akhmadeeva, I. S. Kononenko, P. M. Chagina
The Inference Method for a Mamdani Type System with Nonsingleton Fuzzification
V. G. Sinuk, S. A. Karatach
On Systems of Slices in the Structure of Superintuitionistic Predicate (or Propositional) Logics. I
D. Skvortsov
Generation of Interpreted Vector Representations of Words Based on Supersenses
M. M. Tikhomirov, N. V. Loukachevitch
Minimization of Empirical Risk as a Means of Choosing the Number of Hypotheses in Algebraic Machine Learning
D. V. Vinogradov
Fuzzy Models As a Formalization of Expert’s Evaluative Knowledge
G. E. Yakhyaeva, O. D. Palchunova
Assessment of the Risk of Sudden Cardiac Death Using Machine Learning Methods
N. I. Yusupova, M. R. Bogdanov
Assessing the Quality of Customer Service Based on the Emotional Satisfaction of Clients Using Artificial Immune System Technologies
N. I. Yusupova, D. R. Bogdanova, A. I. Nuriakhmetov
Experience of Using Content Patterns in the Development of Ontologies of Scientific Subject Areas
Yu. A. Zagorulko, G. B. Zagorulko
Estimating the Quality of a Selection of Scientific Papers Using a Collection of Short Texts
D. V. Mikhaylov, G. M. Emelyanov
Nonparametric System for Automatic Classification of Large-Scale Statistical Data
A. V. Lapko, V. A. Lapko, V. P. Tuboltsev
Deterministic Recursion to Target Class Classification
Levon Aslanyan, Karen Gishyan, Hasmik Sahakyan