Hassan Sarmadi 
- (2023): Unsupervised data normalization for continuous dynamic monitoring by an innovative hybrid feature weighting-selection algorithm and natural nearest neighbor searching. In: Structural Health Monitoring, v. 22, n. 6 (April 2023).
- : On continuous health monitoring of bridges under serious environmental variability by an innovative multi-task unsupervised learning method. In: Structure and Infrastructure Engineering.
- (2023): Long-term health monitoring of concrete and steel bridges under large and missing data by unsupervised meta learning. In: Engineering Structures, v. 279 (March 2023).
- (2022): Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning. In: Journal of Civil Structural Health Monitoring, v. 12, n. 5 (July 2022).
- (2022): Unsupervised learning-based damage assessment of full-scale civil structures under long-term and short-term monitoring. In: Engineering Structures, v. 256 (April 2022).
- (2021): Investigation of Machine Learning Methods for Structural Safety Assessment under Variability in Data: Comparative Studies and New Approaches. In: Journal of Performance of Constructed Facilities (ASCE), v. 35, n. 6 (December 2021).
- (2021): Early damage detection by an innovative unsupervised learning method based on kernel null space and peak‐over‐threshold. In: Computer-Aided Civil and Infrastructure Engineering, v. 36, n. 9 (14 August 2021).
- (2021): Bridge health monitoring in environmental variability by new clustering and threshold estimation methods. In: Journal of Civil Structural Health Monitoring, v. 11, n. 3 (May 2021).
- (2020): Ensemble learning‐based structural health monitoring by Mahalanobis distance metrics. In: Structural Control and Health Monitoring, v. 28, n. 2 (October 2020).
- (2020): Condition Assessment of Civil Structures for Structural Health Monitoring Using Supervised Learning Classification Methods. In: Iranian Journal of Science and Technology, Transactions of Civil Engineering, v. 44 (October 2020).
- (2020): An innovative hybrid strategy for structural health monitoring by modal flexibility and clustering methods. In: Journal of Civil Structural Health Monitoring, v. 10, n. 5 (September 2020).
- (2020): A sensitivity‐based finite element model updating based on unconstrained optimization problem and regularized solution methods. In: Structural Control and Health Monitoring, v. 27, n. 5 (May 2020).
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