Enhanced Multi-Class Driver Injury Severity Prediction Using a Hybrid Deep Learning and Random Forest Approach
APPLIED SCIENCES-BASEL, vol. 15, no. 3, pp. 1586–
Çiğdem Acı, Gizen Mutlu Korucu, Murat Özen, Mehmet Acı
A Feature Selection-Based Multi-Stage Methodology for Improving Driver Injury Severity Prediction on Imbalanced Crash Data
ELECTRONICS, vol. 14, no. 17, pp. 3377–
Çiğdem İnan Acı, Gizen Mutlu, Murat Ozen, Esra Sarac, Vahide Nida Kılıç Uzel
SVM-SMO-SGD: A hybrid-parallel support vector machine algorithm using sequential minimal optimization with stochastic gradient descent
PARALLEL COMPUTING, vol. 113, no. 102955, pp. 102955–10
Gizen Mutlu, Çiğdem Acı