Browsing by Author "Kiranyaz M.S."
Now showing items 1-2 of 2
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1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data
Abdeljaber O.; Avci O.; Kiranyaz M.S.; Boashash B.; Sodano H.; Inman D.J.... more authors ... less authors ( Elsevier B.V. , 2018 , Article)Structural damage detection has been an interdisciplinary area of interest for various engineering fields. While the available damage detection methods have been in the process of adapting machine learning concepts, most ... -
Efficiency validation of one dimensional convolutional neural networks for structural damage detection using a SHM benchmark data
Avci O.; Abdeljaber O.; Kiranyaz M.S.; Boashash B.; Sodano H.; Inman D.J.... more authors ... less authors ( International Institute of Acoustics and Vibration, IIAV , 2018 , Conference Paper)In this paper, a novel one dimensional convolution neural network (1D-CNN) based structural damage assessment technique is validated with a benchmark study published by IASC-ASCE Structural Health Monitoring Task Group in ...