Jenny Domashova

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Detection of Fraudulent Financial Transactions Using Autoencoder and Semantic Embeddings2026
• Developing a named entity recognition model for text documents in Russian to detect personal data using machine learning methods2022
• Detection and analysis of atypical stock transactions with possible misuse of insider information and market manipulation: methods and models2022
• Development of a generalized algorithm for identifying atypical bank transactions using machine learning methods2022
• Identification of atypical behavior of bank employees when using e-mail to prevent information leakages2022
• Selecting an optimal architecture of neural network using genetic algorithm2021 · аннотациясвернуть

  The article presents the results of applying a genetic algorithm to find the most optimal architecture of the neural network that would solve classification problem with minimal errors. The stages of the genetic…

• Usage of machine learning methods for early detection of money laundering schemes2021 · аннотациясвернуть

  The article presents the results of applying machine learning methods to identify organizations prone to money laundering. Methods of data preprocessing were analyzed: categorical features encoding, informative feature…

• The Corruption Perception Index: analysis of dependence on socio-economic indicators2021 · аннотациясвернуть

  The article presents the results of applying data analysis methods, in particular cluster analysis and machine learning methods for corruption analysis. The analysis of dependence of the corruption perception index on…