Neural networks.- Adaptive Diagnosis Model of Dempster-Shafer Based on Recurrent Neural-Fuzzy Network.- The method of clearing printed and handwritten texts from noise.- Interval Signs Enlargement Algorithm in the Classication Problem of Biomedical Signals.- Age and Gender Recognition on Imbalanced Dataset of Face Images with Deep Learning.- A Complex Approach to the Data Labeling E-ciency Improvement.- Automation of Musical Compositions Synthesis Process Based on Neural Networks.- Convolutional Neural Network Application for Analysis of Fundus Images.- Approximation Methods for Monte Carlo Tree Search.- Labor intensity evaluation technique in software development process based on neural networks.- An Analysis of Convolutional Neural Network for Fashion Images Classication (Fashion-MNIST).- Multiagent Systems.- Implementation of the real-time intelligent system based on theintegration approach.- Agent-based situational modeling and identication technological systems in conditions of uncertainty.- Features of Data Warehouse Support Based on a Search Agent and an Evolutionary Model for Innovation Information Selection.- Multi-Agent System of Knowledge Representation and Processing.- The Technique of Data Analysis Tasks Distribution in the Fog-Computing Environment.- Non-Classical Logic.- Model of the Operating Device with a Tunable Structure for the Implementation of the Accelerated Deductive Inference Method.- A Model Checking Based Approach for Verication of Attribute-Based Access Control Policies in Cloud Infrastructures..- Detection of anomalous situations in an unforeseen increase in the duration of inference step of the agent in hard real time.- Bayesian Networks and Trust Networks, Fuzzy-Stocastical Modelling.- Protection System for a Group of Robots Based on the Detection of Anomalous Behavior.- Employees' social graph analysis: a model of detection the most criticality trajectories of the social engineering attack's spread.- An approach to quantication of relationship types between users based on the frequency of combinations of non-numeric evaluations.- Algebraic Bayesian networks: parallel algorithms for maintaining local consistency.