@ARTICLE{26583204_44296456_2011, 
	author = {Sergey Avdoshin and М. Gorbatovskiy and А. Chernov}, 
	keywords = {, Situational awareness, Predictive behavior-based modelling, Streams processing, Dynamic optimizationSensor networks},
	title = {Design and concept of an intellectual situational awereness and security system for russian railways},
	journal = {},
	year = {2011},
	number = {4 (18)},
	pages = {8-15},
	url = {https://bijournal.hse.ru/en/2011--4 (18)/44296456.html},
	publisher = {},
	abstract = {Architecture and components are offered to design an intellectual system of situational awareness and security for transportation and railroads infrastructure are offered. The concept provides event-based streams processing approach to process the primary data and build a grid application of collecting and analysing railroads data from various sources. An architecture is proposed to support predictive analytics and decision support in real-time on very large data volumes as well as an approach to dynamically optimize the timetables on the railway infrastructure networks.},
	annote = {Architecture and components are offered to design an intellectual system of situational awareness and security for transportation and railroads infrastructure are offered. The concept provides event-based streams processing approach to process the primary data and build a grid application of collecting and analysing railroads data from various sources. An architecture is proposed to support predictive analytics and decision support in real-time on very large data volumes as well as an approach to dynamically optimize the timetables on the railway infrastructure networks.}
}