Modern approach to artificial intelligence (AI) aims to design algorithms that learn directly
from data. This approach has achieved impressive results and has contributed significantly …

With years of development, machine learning algorithms have excellent performance in
some tasks of data analysis and data mining. To apply machine learning to new tasks …

When the global rollout of the DNS Security Extensions (DNSSEC) began in 2005, a first-of-
its-kind trial started: The complexity of a core Internet protocol was magnified in favor of …

Data augmentation is arguably the most important regularization technique commonly used
to improve generalization performance of machine learning models. It primarily involves the …

In the era of Industry 4.0, numerous AI technologies have been widely applied. However,
implementation of the AI technology requires observation, analysis, and pre-processing of …

Economic and social development requires constant modernization of the regional
management system based on the system of key socio-economic indicators of the region-# …