N.A. Andriyanov

Н.А. Андриянов

16 articles 2014–2024

2024

Current state of research on the collapse problem of deep learning models Neurocomputers, No. 6, 2024 pp. 55-64
Cervical spine fracture detection using artificial intelligence methods Neurocomputers, No. 6, 2024 pp. 39-48
Efficient fire detection using generative augmentations Neurocomputers, No. 6, 2024 pp. 14-22

2023

Development of an intelligent traffic sign recognition system based on computer vision and distillation methods Information-measuring and Control Systems, No. 5, 2023 pp. 27-35
Monitoring the state of iron products based on computer vision systems Neurocomputers, No. 5, 2023 pp. 50-57
Applying Generative Image Models to Augment Face Detector Training Data Neurocomputers, No. 5, 2023 pp. 7-15

2022

System for predicting the effective price of ordering a taxi service using machine learning algorithms Information-measuring and Control Systems, No. 5, 2022 pp. 67-73
Efficiency and performance study of computer vision algorithms in pollen grain recognition problems Information-measuring and Control Systems, No. 5, 2022 pp. 48-54
Machine vision system for determining the spatial position of apples based on YOLOv3 and stereo camera Neurocomputers, No. 5, 2022 pp. 74-84
Hardware in artificial intelligence Neurocomputers, No. 5, 2022 pp. 67-73
Comparison of supervised AutoML and supervised ML methods for solving image recognition problems Neurocomputers, No. 5, 2022 pp. 19-27

2018

Filtering efficiency of random fields with multiple roots of characteristic equations Radioengineering, No. 6, 2018 pp. 20-23

2017

Analysis of autoregressive sequences with multiple roots of characteristic equations Radioengineering, No. 6, 2017 pp. 13-17

2016

Extended signals detection against a doubly stochastic background Radioengineering, No. 9, 2016 pp. 23-27

2015

Analysis of the effectiveness assessment of changing the parameters of a doubly stochastic model Radioengineering, No. 6, 2015 pp. 12-15

2014

Parameter estimation of doubly stochastic random fields Radioengineering, No. 7, 2014 pp. 103-106