No. 5, 2022

SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING

1. Increasing the efficiency of spam filtering based on machine learning methods in messages different nature I.А. Chizhova, E. I. Kublik, M. S. Chipchagov, A.I. Labintsev pp. 5-18
2. Comparison of supervised AutoML and supervised ML methods for solving image recognition problems N.A. Andriyanov, Y.B. Kamalova, Moiseev G.V. pp. 19-27
3. Application of artificial intelligence technologies to assess the quality of metals in a metallurgical production V.A. Yemelyanov, G.V. Feklin, N.Yu. Yemelyanova pp. 28-35

NEURAL FUZZY CONTROL

1. Automation of the monitoring the technical condition of ladle cars on the basis of artificial neural networks V.A. Yemelyanov, D.A. Petrosov, N.Yu. Yemelyanova, D.V. Chistov pp. 36-43
2. Neural network models in crop irrigation optimization G.N. Ка myshova pp. 44-54
3. Object modeling in the kinematics of manipulation robots O.N. Krakhmalev pp. 55-66

NEUROCOMPUTING SYSTEMS AND THEIR ELEMENTS

1. Hardware in artificial intelligence N.A. Andriyanov pp. 67-73

NEUROINFORMATICS AND INFORMATION PROCESSES

1. Machine vision system for determining the spatial position of apples based on YOLOv3 and stereo camera N.A. Andriyanov, I.Y. Khasanshin, D.S. Utkin, Ahmad Aws, N.N. Kovylov, A.A. Kochkarov pp. 74-84