Low frequency signal classification using clustering methods

• Дата: 2024
• Автори: Rahozin, D.V., Doroshenko, A.Yu.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2024
• Теми: data classification; unsupervised learning; data clustering; sound processing; UDC 681.3
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/606
• Назва журналу: Problems in programming

The article considers the problem of low frequency signal classification, as sound or vibration pattern footprints may describe types of objects very well. In cases of a priori absence of object signal pattern information, the unsupervised learning methods based on clustering looks good enough for c...