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Note: If you are using this benchmark data, please cite the following references:

Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M.F.M. and Inman, D.J. (2018). “Wireless and Real-Time Structural Damage Detection: A Novel Decentralized Method for Wireless Sensor Networks”, Journal of Sound and Vibration, Elsevier

Abdeljaber, O., Avci, O., Kiranyaz, S., Boashash, B., Sodano, H. and Inman, D.J. (2018). “1-D CNNs for Structural Damage Detection: Verification on a Structural Health Monitoring Benchmark Data”, Neurocomputing (Elsevier).

Abdeljaber, O., Avci, O., Kiranyaz, S., Gabbouj, M. and Inman, D.J. (2017). “Real-Time Vibration-Based Structural Damage Detection Using One-Dimensional Convolutional Neural Networks”, Journal of Sound and Vibration, Elsevier.

Avci, O., Abdeljaber, O., Kiranyaz. S., and Inman, D.J. (2017). “Structural Damage Detection in Real-Time: Implementation of 1D Convolutional Neural Networks for SHM Applications”, IMAC XXXV, Conference and Exposition on Structural Dynamics, January 30-February 2, 2017, Garden Grove, CA, USA.

Kiranyaz. S., Ince, T., Abdeljaber, O., Avci, O. and Gabbouj, M. (2019). “1-D Convolutional Neural Networks for Signal Processing Applications”, International Conference on Acoustics, Speech, and Signal Processing, 12-17 May, 2019, Brighton, UK.

Avci, O., Abdeljaber, O., Kiranyaz. S., and Inman, D.J. (2019). “Convolutional Neural Networks for Real-time and Wireless Damage Detection”, IMAC XXXVII, International Modal Analysis Conference, January 28-31, 2019, Orlando, FL, USA.