To solve the problems with forecasting of plane crashes periodicity Markov networks can be used. Recent researches made in different fields (from psychology to diagnostics and forecasting in complex technical systems) show that such models can be adapted to solve a wide range of technical (engineering) problems. Terminologically using Markov networks can be considered as an analog of… Read more »
Recently, the task of air crashes forecasting and warning is becoming more actual. Air companies in the whole world are interested in it. The available forecasting methods are not universal, so in every single case particular forecasting methods are needed. Also methods can be adapted in every case. Forecasting and preventing system for air crashes One of such… Read more »
Nowadays, nobody surprised by news about another hackers attempt to break into databases, bank accounts and other confidential information. All of this has already become habitual and ordinary. Services that prevent and investigate cybercrime, usually find out the causes of break-ins and its technology very quickly, but capturing the criminals and prevention of following attacks are at a… Read more »
DDoS is a hacker intervention into another computing system, website or service with the aim to cause its malfunction. Such type of attack is enough popular nowadays, because in most cases hackers remain unpunished. This attack is made with use of many hacker systems and paralyzes its target using virus applications working in standby mode or special software.… Read more »
While completing the work at the first stage of applied scientific research on the topic “Development of neural network system for forecasting air accidents and for safety risks management based on retrospective data including variety of parameters and text descriptions of events” the following results were obtained: There was carried out an analytical review of modern scientific and… Read more »
While completing the work at the first stage of applied scientific research on the topic “Development of intelligent algorithms for detecting network threats in cloud computing environment and protective methods against them, based on traffic dynamics analysis and determination of deviations in user behavior” the following results were obtained: An analytical review of modern scientific and technical, normative,… Read more »
Development of a neural network system for air accidents forecasting and safety risks management based on retrospective data including many parameters and text event descriptions. Goals: Developing a method of applying deep neural networks for effectively solving problems of constructing multidimensional dynamic event models and forecasting the probability of events occurrence, characterized by parameters vector and text descriptions… Read more »
Developing algorithms and software solutions for detecting network attacks and protecting in cloud computing systems based on intellectual analysis of user behavior and ultra high-volume traffic patterns. Keywords network attacks, DDOS, information security, network threat detection, cloud computing, cloud data protection, threats data model, network traffic analysis, data networks, Markov networks, pattern recognition, machine learning, self-learning, data analysis… Read more »
Video analytics is a technology which uses computer vision methods to automatically obtain various data from video cameras in real time. Video analytics is simply indispensable for companies engaged in retail. The use of advanced technologies to calculate the amounts of visitors based on video analytics, tracking and monitoring will surely lead to increased sales and faster and… Read more »
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