Concepedia

Roksana Soleimani-Babakamali

RS

3

Publications

100

Citations

3

H-Index

2021

Active since

Affiliations

University of Vienna(Current)

Roksana Soleimani-Babakamali is an author at University of Vienna specializing in machine learning, engineering, and data science.

Top concepts

EngineeringData ScienceMachine LearningData MiningBiostatisticsPattern RecognitionManagementStatisticsDeep LearningClassification

Publications per year

2021–2023

3

Publications

3

Zero-shot transfer learning for structural health monitoring using generative adversarial networks and spectral mapping

Mohammad Hesam Soleimani‐Babakamali, Roksana Soleimani-Babakamali, Kourosh Nasrollahzadeh et al. · Mechanical Systems and Signal Processing · 2023 · 41 citations

Few-shot Learning, Image Analysis, Machine Learning +11

On the effectiveness of dimensionality reduction for unsupervised structural health monitoring anomaly detection

Mohammad Hesam Soleimani‐Babakamali, Roksana Soleimani-Babakamali, Rodrigo Sarlo et al. · Mechanical Systems and Signal Processing · 2022 · 31 citations

Anomaly Detection, Machine Learning, Data Science +11

A general framework for supervised structural health monitoring and sensor output validation mitigating data imbalance with generative adversarial networks-generated high-dimensional features

Mohammad Hesam Soleimani‐Babakamali, Roksana Soleimani-Babakamali, Rodrigo Sarlo · Structural Health Monitoring · 2021 · 28 citations

Artificial Intelligence, Engineering, Machine Learning +24

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