DSpace Repository

Browsing Кафедра інформатики та прикладної математики by Subject "neural network"

Browsing Кафедра інформатики та прикладної математики by Subject "neural network"

Sort by: Order: Results:

  • Convolutional neural networks for image classification 
    Tarasenko, Andrii O.; Yakimov, Yuriy V.; Соловйов, Володимир Миколайович (Arnold E. Kiv, Serhiy O. Semerikov, Vladimir N. Soloviev, Andrii M. Striuk, 2020-02-09)
    This paper shows the theoretical basis for the creation of convolutional neural networks for image classification and their application in practice. To achieve the goal, the main types of neural networks were considered, ...
  • Credit scoring model for microfinance organizations 
    Yaroshchuk, Svitlana O.; Shapovalova, Nonna N.; Striuk, Andrii M.; Rybalchenko, Olena H.; Dotsenko, Iryna O.; Bilashenko, Svitlana V. (Arnold E. Kiv, Serhiy O. Semerikov, Vladimir N. Soloviev, Andrii M. Striuk, 2020-02-09)
    The purpose of the work is the development and application of models for scoring assessment of microfinance institution borrowers. This model allows to increase the efficiency of work in the field of credit. The object ...
  • Forecasting of Cryptocurrency Prices Using Machine Learning 
    Derbentsev, Vasily; Matviychuk, Andriy; Соловйов, Володимир Миколайович (Springer, 2020-07-30)
    Our study is devoted to the problems of the short-term forecasting cryptocurrency time series using machine learning (ML) approach. Focus on studying of the financial time series allows to analyze the methodological ...
  • System for detecting network anomalies using a hybrid of an uncontrolled and controlled neural network 
    Kirichek, Galina; Harkusha, Vladyslav; Timenko, Artur; Kulykovska, Nataliia (Arnold E. Kiv, Serhiy O. Semerikov, Vladimir N. Soloviev, Andrii M. Striuk, 2020-02-09)
    In this article realization method of attacks and anomalies detection with the use of training of ordinary and attacking packages, respectively. The method that was used to teach an attack on is a combination of an ...

Search DSpace


Advanced Search

Browse

My Account