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Dr. Hadi Salehi
at Louisiana Tech Univ
SPIE Involvement:
Author
Area of Expertise:
Structural health monitoring , Machine learning , Energy harvesting , Artificial intelligence , Data mining , Wireless sensor networks
Publications (3)
Proceedings Article | 22 March 2021 Paper
An algorithmic framework employing tensor decomposition and Bayesian inference for data reconstruction in intelligent transportation systems
Proceedings Volume 11592, 115920W (2021) https://doi.org/10.1117/12.2591181
KEYWORDS: Intelligence systems, Data modeling, Bayesian inference, Information technology, Sensors, Temporal resolution, Statistical modeling, Reconstruction algorithms, Performance modeling, Monte Carlo methods
Proceedings Article | 27 March 2018 Presentation + Paper
A methodology for structural health diagnosis and assessment using machine learning with noisy and incomplete data from self-powered wireless sensors
Hadi Salehi, Saptarshi Das, Shantanu Chakrabartty, Subir Biswas, Rigoberto Burgueno
Proceedings Volume 10598, 105980X (2018) https://doi.org/10.1117/12.2295990
KEYWORDS: Sensors, Structural health monitoring, Binary data, Damage detection, Data modeling, Machine learning, Sensor networks, Data communications
Proceedings Article | 12 April 2017 Presentation + Paper
A machine-learning approach for damage detection in aircraft structures using self-powered sensor data
Hadi Salehi, Saptarshi Das, Shantanu Chakrabartty, Subir Biswas, Rigoberto Burgueño
Proceedings Volume 10168, 101680X (2017) https://doi.org/10.1117/12.2260118
KEYWORDS: Binary data, Damage detection, Sensors, Machine learning, Pattern recognition, Sensing systems, Aircraft structures, Structural health monitoring, Image classification, Data fusion, Sensor networks, Calibration
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