Browsing Mechanical & Industrial Engineering by Author "Kiranyaz, Mustafa Serkan"
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Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images
Tahir A.M.; Qiblawey Y.; Khandakar A.; Rahman T.; Khurshid U.; Musharavati F.; Islam M.T.; Kiranyaz, Mustafa Serkan; Al-Maadeed S.; Chowdhury M.E.H.... more authors ... less authors ( Springer , 2022 , Article)Novel coronavirus disease (COVID-19) is an extremely contagious and quickly spreading coronavirus infestation. Severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), which outbreak in 2002 ... -
One-Dimensional Convolutional Neural Networks for Real-Time Damage Detection of Rotating Machinery
Avci O.; Abdeljaber O.; Kiranyaz, Mustafa Serkan; Sassi S.; Ibrahim A.; Gabbouj M.... more authors ... less authors ( Springer , 2022 , Conference Paper)This paper presents a novel real-time rotating machinery damage monitoring system. The system detects, quantifies, and localizes damage in ball bearings in a fast and accurate way using one-dimensional convolutional neural ...