Dina Vladimirovna Kataseva

TL;DR: The neural network model, which is a single-layer perceptron with 10 hidden neurons, is adequate and can be effectively used to solve the problem of assessing the financial condition of enterprises.

TL;DR: The experimental studies have shown that a developed artificial neural network model is adequate and it can be effectively used for the e-mail messages classification and the scheme of this technology for e- mail messages “spam”/“not spam” classification is shown.

TL;DR: The Issue of Transport and the Environment is analyzed, the evaluation problem of the functional state of vehicle drivers based on the formation and use of a fuzzy knowledge base is solved, and the mathematical apparatus of fuzzy neural networks are proposed to form fuzzy knowledge bases and provide their use in inference mechanisms.

TL;DR: The given technology for collecting initial data can be effectively used to build models for assessing the functional state of a person by pupillary response to changes in illumination.

TL;DR: The neural network assessment confirmed its adequacy and the possibility of effective practical use for detecting network scanning attacks, and the main attack methods and approaches to scanning network ports are considered.