In the monograph, different methodologies for identifying disinformation and fake news sources have been studied, and intelligent methods and innovative tools for fake news detection have been proposed. The monograph is intended for specialists in cybersecurity, machine learning, linguistics, information resources processing and analysis, and artificial intelligence systems, as well as for those obtaining an educational and scientific level of higher education in information technology knowledge. The research was carried out with the grant support of the National Research Fund of Ukraine,...
In the monograph, different methodologies for identifying disinformation and fake news sources have been studied, and intelligent methods and innovati...
The monograph is dedicated to solving the important scientific and applied problem of analysis and synthesis of computer linguistic systems for solving various problems of processing Ukrainian-language textual content. This will make it possible to increase the resourcefulness of the natural Ukrainian language based on the development of new and improved known models, methods, and means of natural language processing based on machine learning. The research was carried out with the grant support of the National Research Fund of Ukraine "Information system development for automatic detection of...
The monograph is dedicated to solving the important scientific and applied problem of analysis and synthesis of computer linguistic systems for solvin...
The monograph is devoted to developing methods and means of using AI to rapidly identify moving objects in a video data stream based on deep learning technologies. Classical and non-classical methods of AI, convolutional neural networks, computer vision and pattern recognition, and theories of control systems based on estimates and criteria of mathematical statistics are considered. As a result of recognition, we will determine the type of the recognized object and will have quantitative accuracy estimates. A method for applying templates has been implemented. The algorithm has information...
The monograph is devoted to developing methods and means of using AI to rapidly identify moving objects in a video data stream based on deep learning ...
Die Monographie widmet sich der Entwicklung von Methoden und Mitteln zur Nutzung von KI, um bewegte Objekte in einem Videodatenstrom auf der Grundlage von Deep-Learning-Technologien schnell zu identifizieren. Dabei werden klassische und nicht-klassische Methoden der KI, Faltungsneuronale Netze, Computer Vision und Mustererkennung sowie Theorien von Kontrollsystemen auf der Grundlage von Schätzungen und Kriterien der mathematischen Statistik berücksichtigt. Als Ergebnis der Erkennung werden wir den Typ des erkannten Objekts bestimmen und über quantitative Genauigkeitsschätzungen verfügen....
Die Monographie widmet sich der Entwicklung von Methoden und Mitteln zur Nutzung von KI, um bewegte Objekte in einem Videodatenstrom auf der Grundlage...
