Detection and Classification of Network Intrusions Using Ensemble Learning Methods

Ivchenko, V. V.Івченко, В. В.Іванова, Ірина ВікторівнаIvanova, Iryna V.2026-06-232026-06-232026Ivchenko V.V., Ivanova I.V. Detection and Classification of Network Intrusions Using Ensemble Learning Methods. Матеріали ХVІІI Всеукраїнської науково-практичної конференції «Тенденції розвитку ІТ-технологій в Україні»: збірник наукових праць. Черкаси, 2026. С. 61-62http://csbc.edu.ua/documents/student/2404265.pdfhttps://dr.csbc.edu.ua/handle/123456789/2348The presented work is dedicated to the development of intelligent systems for identifying cyber threats and network anomalies. This study was implemented within the framework of a specialized English-language Python programming course. A feature of the training was the full integration of technical English in the educational process: from studying the documentation of machine learning libraries to communicating with teachers and colleagues exclusively in English for discussing model architectures and experimental results.SOCIAL SCIENCES::Social sciences::EducationHUMANITIES and RELIGION::Languages and linguisticsSOCIAL SCIENCES::Statistics, computer and systems science::Informatics, computer and systems science::Information technologyDetection and Classification of Network Intrusions Using Ensemble Learning MethodsThesis