@inproceedings{5a945fd14ada4b94acbaccad27c3d538,
title = "Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring",
abstract = "We present a multiresolution classification framework with semi-supervised learning for the indirect structural health monitoring of bridges. The monitoring approach envisions a sensing system embedded into a moving vehicle traveling across the bridge of interest to measure the modal characteristics of the bridge. To enhance the reliability of the sensing system, we use a semi-supervised learning algorithm and a semi-supervised weighting algorithm within a multiresolution classification framework. We show that the proposed algorithm performs significantly better than supervised multiresolution classification.",
keywords = "bridge structural health monitoring, multiresolution classification, semi-supervised learning",
author = "Siheng Chen and Fernando Cerda and Jia Guo and Harley, {Joel B.} and Qing Shi and Piervincenzo Rizzo and Jacobo Bielak and Garrett, {James H.} and Jelena Kovacevic",
year = "2013",
month = oct,
day = "18",
doi = "10.1109/ICASSP.2013.6638291",
language = "English (US)",
isbn = "9781479903566",
series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",
pages = "3412--3416",
booktitle = "2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings",
note = "2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 ; Conference date: 26-05-2013 Through 31-05-2013",
}