“…These methods often employ neural networks as a pattern recognition tool, to relate ground motion indices to the structural damage indices. On the other hand, several studies have concentrated on the seismic damage identification of specific types of structures by using their dynamic characteristics (Celebi, Sanli, Sinclair, Gallant, & Radulescu, 2004;Moaveni, He, Conte, & Restrepo, 2010;Nakamura, Masri, Chassiakos, & Caughey, 1998;Vafaei, Adnan, & Yadollahi, 2011). These approaches make use of measured dynamic responses (response-based techniques) or modal parameters (vibration-based techniques) to identify seismic-induced damage.…”