The Internet has achieved unprecedented success in human history. However, its original
design has encountered many challenges in the past decades due to the significant …

As data sets become larger and more complicated, an extreme learning machine (ELM) that
runs in a traditional serial environment cannot realize its ability to be fast and effective …

This study aims to evaluate impact of three different data types (Text only, Numeric Only and
Text+ Numeric) on classifier performance (Random Forest, k-Nearest Neighbor (kNN) and …

Unmanned Aerial Vehicle (UAV) technology has been widely applied in both military and
civilian applications. Recent researches on UAV systems feature in the dramatic augment of …

Аннотация В статье рассматривается подход к построению системы сбора, хранения и
обработки информации и событий безопасности на основе средств Elastic Stack …

The paper suggests an approach to construction of the system for collecting, storing and
processing of data and security events on the basis of aggregation of instruments provided …

The increase of available data in almost every domain raises the necessity of employing
algorithms for automated data analysis. This necessity is highlighted in predictive …

Data Mining is the discovery of “models” of data. Data dredging is a process of derogatory
referring to attempts for extracting information that was not supported by the data. Today …

The paper considers an approach to the design of a system for data and security events
collecting, storing and processing based on Elastic Stack tools. The tasks of monitoring and …

Networks with billions of vertices introduce new challenges to perform graph analysis in a
reasonable time. Clustering coefficient is an important analytical measure of networks such …