Fatemeh Mostofi

Construction safety predictions with multi-head attention graph and sparse accident networks

Fatemeh Mostofi, Vedat Toğan · Automation in Construction · 2023 · 58 citations

Engineering, Construction Management, Construction Engineering +13

Customized AutoML: An Automated Machine Learning System for Predicting Severity of Construction Accidents

Vedat Toğan, Fatemeh Mostofi, Yunus Emre Ayözen et al. · Buildings · 2022 · 34 citations · Full text

Engineering, Civil Engineering, Computer Science +15

Generating synthetic data with variational autoencoder to address class imbalance of graph attention network prediction model for construction management

Fatemeh Mostofi, Onur Behzat Tokdemir, Vedat Toğan · Advanced Engineering Informatics · 2024 · 33 citations · Full text

Computing, Civil Engineering, Construction Management +17

Construction Safety Risk Model with Construction Accident Network: A Graph Convolutional Network Approach

Fatemeh Mostofi, Vedat Toğan, Yunus Emre Ayözen et al. · Sustainability · 2022 · 32 citations · Full text

Computing, Civil Engineering, Computer Science +17

A Data-Driven Recommendation System for Construction Safety Risk Assessment

Fatemeh Mostofi, Vedat Toğan · Journal of Construction Engineering and Management · 2023 · 27 citations

Computing, Construction Management, Data Science +17