Engineering & Technologies, 2016, 9(7), 960-971 ~ ~ ~ УДК 519.24 The Numerical Probabilistic Approach to the Processing and Presentation of Remote Monitoring Data Boris S. Dobronets and Olga A. Popova* Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia Received 17.02.2016, received in revised form 18.03.2016, accepted 29.05.2016 The paper deals with a numerical probabilistic analysis as a method of processing and presentation of remote monitoring for the aggregation large amounts of data. <...> On the basis of aggregated data to identify relationships between the input and output characteristics are studied the theoretical and the practical aspects of regression modeling. <...> On the basis of numerical examples we demonstrated the effi ciency and reliability of the proposed methods. <...> Keywords: numerical probabilistic analysis, remote monitoring, data processing, histogram aggregation, frequency polygon, spline, regression. <...> Citation: Dobronets B.S., Popova O.A. The numerical probabilistic approach to the processing and presentation of remote monitoring data, J. Sib. <...> All rights reserved * Corresponding author E-mail address: BDobronets@yandex.ru # 960 # Boris S. Dobronets and Olga A. Popova. <...> The Numerical Probabilistic Approach to the Processing and Presentation… Численный вероятностный подход к обработке и представлению данных дистанционного мониторинга Б. <...> An important problem to ensure the security of these systems is the preventively control of emergency and crisis states of the managed object. <...> To increase the effectiveness of preventive control of distributed systems is necessary to calculate the assessment of potential risks based on remote monitoring data of the systems and the processes occurring in them, taking into account the impact of different types of uncertainty. <...> Remote sensing provides information about the object based on measurements taken at a distance from the object, that is, without direct contact with the object. <...> An important aspect of remote monitoring is the ability to control large areas. <...> The information obtained on the basis of remote monitoring data are usually characterized by large volumes, varied methods of registration and the transfer forms. <...> This information must be presented and properly processing to obtain useful knowledge. <...> Preparation and data processing for research system processes includes a number of computational procedures. <...> Consider the features of the representation and data processing remote monitoring. <...> With access to a huge volume of remote monitoring data, researchers often need <...>