TY - JOUR KW - big data KW - classification KW - clustering KW - cyber security KW - data mining KW - filtering KW - human factor KW - machine learning KW - network graphs KW - outlier detection KW - semantic analysis KW - spatial data mapping KW - statistical analysis AU - Dimitar Kamenov AB -

The article examines some intelligent computational methods for big data analysis which are applicable to issues of cyber security and military science, including the analysis of hybrid threats. It presents and compares big data analysis techniques such as quantitative analysis, qualitative analysis, data mining, statistical analysis, machine learning, semantic analysis, and visual analysis. The importance and prospects of intelligent methods for big data analysis are emphasized.

BT - Information & Security: An International Journal DA - 2018 DO - https://doi.org/10.11610/isij.3921 IS - 3 LA - eng N2 -

The article examines some intelligent computational methods for big data analysis which are applicable to issues of cyber security and military science, including the analysis of hybrid threats. It presents and compares big data analysis techniques such as quantitative analysis, qualitative analysis, data mining, statistical analysis, machine learning, semantic analysis, and visual analysis. The importance and prospects of intelligent methods for big data analysis are emphasized.

PY - 2018 SP - 255 EP - 262 T2 - Information & Security: An International Journal TI - Intelligent Methods for Big Data Analytics and Cyber Security VL - 39 ER -