BEHKAMAL, BAHAREH
A Comparative Study on Structural Displacement Prediction by Kernelized Regressors under Limited Training Data
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A kernelized deep regression method to simultaneously predict and normalize displacement responses of long-span bridges via limited synthetic aperture radar images
2025-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A novel double-hybrid learning method for modal frequency-based damage assessment of bridge structures under different environmental variation patterns
2023-01-01 Entezami, A; Sarmadi, H; Behkamal, B
A Parsimonious Yet Robust Regression Model for Predicting Limited Structural Responses of Remote Sensing
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A systematic correlation analysis for regression model selection: Application to bridge response prediction using contact and remote sensor systems
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De michele, Carlo; Mariani, Stefano
An innovative predictive method based on supervised teacher-student learning for forecasting limited structural responses of long-span bridges from satellite images
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De michele, Carlo; Mariani, Stefano
Application of regression and remote sensing technology for determining sufficiency of contact-based sensors in long-term SHM of civil structures
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De michele, Carlo; Mariani, Stefano
Detection of Partially Structural Collapse Using Long‐Term Small Displacement Data from Satellite Images
2022-01-01 Entezami, A.; De Michele, C.; Arslan, A. N.; Behkamal, B.
Displacement prediction for long-span bridges via limited remote sensing images: An adaptive ensemble regression method
2025-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
Early warning of structural damage via manifold learning-aided data clustering and non-parametric probabilistic anomaly detection
2025-01-01 Entezami, Alireza; Sarmadi, Hassan; Behkamal, Bahareh; Mariani, Stefano
Elimination of Thermal Effects from Limited Structural Displacements Based on Remote Sensing by Machine Learning Techniques
2023-01-01 Behkamal, B; Entezami, A; De Michele, C; Arslan, An
Investigation of Temperature Effects into Long-Span Bridges via Hybrid Sensing and Supervised Regression Models
2023-01-01 Behkamal, B; Entezami, A; De Michele, C; Arslan, An
Long-term health monitoring of concrete and steel bridges under large and missing data by unsupervised meta learning
2023-01-01 Entezami, A.; Sarmadi, H.; Behkamal, B.
Long-Term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning: A Practical Strategy via Structural Displacements from Synthetic Aperture Radar Images
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo
Online hybrid learning methods for real-time structural health monitoring using remote sensing and small displacement data
2022-01-01 Entezami, A.; Arslan, A. N.; De Michele, C.; Behkamal, B.
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning
2022-01-01 Sarmadi, H.; Entezami, A.; Behkamal, B.; De Michele, C.
Prediction of long-term dynamic responses of a heritage masonry building under thermal effects by automated kernel-based regression modeling
2024-01-01 Sarmadi, Hassan; Behkamal, Bahareh; Entezami, Alireza
Regression Tree Ensemble to Forecast Thermally Induced Responses of Long-Span Bridges
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
Removal of freezing effects from modal frequencies of civil structures for structural health monitoring
2024-01-01 Entezami, Alireza; Sarmadi, Hassan; Behkamal, Bahareh
Review on smartphone sensing technology for structural health monitoring
2023-01-01 Sarmadi, Hassan; Entezami, Alireza; Yuen, Ka-Veng; Behkamal, Bahareh