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Information × Registration Number 0223U002039, 0118U002394 , R & D reports Title Complex systems and processes research and computer-mathematical modeling in science, education and information and communication activities of enterprises popup.stage_title Head Antonov Yurii S., Кандидат фізико-математичних наук Registration Date 07-02-2023 Organization Vasyl' Stus Donetsk National University popup.description2  The organizational and informational and communication components of the process of selecting a scientific supervisor are analyzed. A modified algorithm for selecting a scientific supervisor is proposed. A mathematical model for the specified processes is described. An algorithm has been developed that allows for automatic prioritization of questionnaires not filled out by students/teachers. For automatic formation of pairs <supervisor; student> the Gale-Shapley algorithm was used. A driver assistance system and an autonomous vehicle control system have been developed. The zero-level control automation system was implemented in Java and Python. In the system of the second level of control automation, three approaches were considered to highlight the qualitative characteristics of objects in the images for the implementation of object detection: a histogram of oriented gradients; local binary templates; Haar Cascades. The reaction of the system, namely the control of the virtual vehicle, is carried out using a convolutional neural network. The method of neural network detection of anomalies of waste-free production audit data based on the Gauss-Bernoulli model of a unidirectional constrained Cauchy machine (FORCM) is presented. The problem of DoS / DDoS attacks on educational resources by students was investigated. Reasons that may motivate students to carry out cyber attacks on educational institutions or educational resources are formulated. An example of a real DoS attack on an automated knowledge control system by a student and ways to identify a cyberbully are considered. Certain measures to prevent and counter attacks are proposed. Product Description popup.authors Antonov Yurii S. Zelinska Oksana V. Neskorodeva Tatyana V Potapova Nadiia A. Rymar Pavlo V. Sichko Tetyana V. popup.nrat_date 2023-02-07 Close