Automation of the process of selecting hyperparameters for artificial neural networks for processing retrospective text information
AF Rogachev, EV Melikhova - IOP Conference Series: Earth and …, 2020 - iopscience.iop.org
Neural network technologies are successfully used in solving problems from various areas
of the economy-industry, agriculture, medicine. The problems of substantiating the choice of …
of the economy-industry, agriculture, medicine. The problems of substantiating the choice of …
Automation of Architecture Justification and Parameters Selection of Artificial Neural Networks for Intelligent Detection of Cyber-Physical Threats
A Rogachev, E Melikhova - 2022 International Russian …, 2022 - ieeexplore.ieee.org
The problems of improving the quality of training of deep artificial neural networks (ANN) for
various applied tasks require automatization of the selection of hyperparameters of neural …
various applied tasks require automatization of the selection of hyperparameters of neural …
Computer Optimization of ANN Hyperparameters for Retrospective Information Processing
E Melikhova, A Rogachev - … School on Neural Networks, Initiated by IIASS …, 2022 - Springer
Neural network technologies are increasingly used in solving problems from various fields of
industry, agriculture, medicine. The problems of optimizing the architecture and ANN …
industry, agriculture, medicine. The problems of optimizing the architecture and ANN …
Building Deep Neural Networks for solving Machine Learning Problems in Agricultural Production
A Rogachev, E Melikhova… - … Russian Smart Industry …, 2023 - ieeexplore.ieee.org
In the tasks of agricultural production, it is necessary to identify unfavorable situations of
agricultural farming that arise in the process of cultivating agricultural crops. These include …
agricultural farming that arise in the process of cultivating agricultural crops. These include …
Teaching Advanced AI Development Techniques with a New Master's Program in Artificial Intelligence Engineering
A Sozykin, E Kuklin, I Iumanova - Russian Supercomputing Days, 2022 - Springer
The paper presents a new Master's program Artificial Intelligence Engineering at Ural
Federal University created in cooperation with IT companies and partner universities. The …
Federal University created in cooperation with IT companies and partner universities. The …
РАЗРАБОТКА И ИСПОЛЬЗОВАНИЕ ОБЪЯСНИМЫХ МОДЕЛЕЙ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА
АФ Рогачев - НАУЧНОЕ ОБОСНОВАНИЕ СТРАТЕГИИ …, 2023 - elibrary.ru
Рассмотрены понятия в моделях ИИ «Интерпретируемость» как смысл и содержание
результата применения модели, и «Объяснимость», почему модель предсказывает что …
результата применения модели, и «Объяснимость», почему модель предсказывает что …
РЕАЛИЗАЦИЯ МЕТОДОВ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА И ГЛУБОКИХ НЕЙРОННЫХ СЕТЕЙ В ЗАДАЧАХ СЕЛЬСКОХОЗЯЙСТВЕННЫХ МЕЛИОРАЦИЙ
ЕВ Мелихова, ИС Белоусов - … СТРАТЕГИИ ЦИФРОВОГО РАЗВИТИЯ …, 2023 - elibrary.ru
Важной проблемой сельхозпроизводителей является обеспечением программируемой
урожайности при снижении негативного воздействия на окружающую среду. Проблема …
урожайности при снижении негативного воздействия на окружающую среду. Проблема …
SCoPE@ Scuola:(In)-formative Paths on Topics Related with High Performance, Parallel and Distributed Computing
Abstract The SCoPE@ Scuola initiative was born with the aim to inspire curiosity in high
school students about High Performance Computing (HPC) and Parallel and Distributed …
school students about High Performance Computing (HPC) and Parallel and Distributed …