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Jelena Kovacevic

William R. Berkley Professor and Dean of the NYU Tandon School of Engineering

    1988 …2020
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    • 6 Similar Profiles
    Filter banks Engineering & Materials Science
    Signal processing Engineering & Materials Science
    Sampling Engineering & Materials Science
    Structural health monitoring Engineering & Materials Science
    Tight Frame Mathematics
    Classifiers Engineering & Materials Science
    Recovery Engineering & Materials Science
    Image segmentation Engineering & Materials Science

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    Research Output 1988 2020

    Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction

    Liu, J., Chen, S., Bergés, M., Bielak, J., Garrett, J. H., Kovačević, J. & Noh, H. Y., Feb 2020, In : Mechanical Systems and Signal Processing. 136, 106454.

    Research output: Contribution to journalArticle

    Structural health monitoring
    Supervised learning
    Frequency response
    Monitoring

    3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation

    Duan, C., Chen, S. & Kovacevic, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8553-8557 5 p. 8682812. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Neural networks
    Deep neural networks
    Experiments
    Deep learning

    A damage localization and quantification algorithm for indirect structural health monitoring of bridges using multi-task learning

    Liu, J., Bergés, M., Bielak, J., Garrett, J. H., Kovacevic, J. & Noh, H. Y., May 8 2019, 45th Annual Review of Progress in Quantitative Nondestructive Evaluation, Volume 38. Laflamme, S., Holland, S. & Bond, L. J. (eds.). American Institute of Physics Inc., 090003. (AIP Conference Proceedings; vol. 2102).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    health monitoring
    structural health monitoring
    learning
    damage
    monitoring

    Dynamic responses, GPS positions and environmental conditions of two light rail vehicles in Pittsburgh

    Liu, J., Chen, S., Lederman, G., Kramer, D. B., Noh, H. Y., Bielak, J., Garrett, J. H., Kovacevic, J. & Bergés, M., Aug 12 2019, In : Scientific data. 6, 1, 1 p.

    Research output: Contribution to journalArticle

    Open Access
    rail vehicle
    Dynamic Response
    Dynamic response
    environmental factors
    Rails

    Improving Graph Trend Filtering with Non-convex Penalties

    Varma, R., Lee, H., Chi, Y. & Kovacevic, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5391-5395 5 p. 8683279. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Recovery