1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data. - Osama Abdeljaber; Onur Avci; Mustafa Serkan Kiranyaz; Boualem Boashash; Henry Sodano; Daniel J. Inman (Neurocomputing, 2018)

1-D Convolutional Neural Networks for Signal Processing Applications. - Serkan Kiranyaz; Turker Ince; Osama Abdeljaber; Onur Avci; Moncef Gabbouj (ICASSP, 2019)

1D Convolutional Neural Networks and Applications: A Survey. - Serkan Kiranyaz; Onur Avci; Osama Abdeljaber; Turker Ince; Moncef Gabbouj; Daniel J. Inman (CoRR, 2019)

Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring. - Osama Abdeljaber; Sadok Sassi; Onur Avci; Serkan Kiranyaz; Abdelrahman Aly Ibrahim; Moncef Gabbouj (IEEE Trans. Ind. Electron., 2019)

A novel video-vibration monitoring system for walking pattern identification on floors. - Osama Abdeljaber; Mohammed Hussein; Onur Avci; Brad Davis; Paul Reynolds (Adv. Eng. Softw., 2020)

A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications. - Onur Avci; Osama Abdeljaber; Serkan Kiranyaz; Mohammed Hussein; Moncef Gabbouj; Daniel J. Inman (CoRR, 2020)

Zero-Shot Motor Health Monitoring by Blind Domain Transition. - Serkan Kiranyaz; Ozer Can Devecioglu; Amir Alhams; Sadok Sassi; Turker Ince; Osama Abdeljaber; Onur Avci; Moncef Gabbouj (CoRR, 2022)