A Deep Learning Based Method for Detecting of Wear on the Current Collector Strips' Surfaces of the Pantograph in Railways. - Gulsah Karaduman; Erhan Akin (IEEE Access, 2020)

Contactless Rail Profile Measurement and Rail Fault Diagnosis Approach Using Featured Pixel Counting. - Gulsah Karaduman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (Intell. Autom. Soft Comput., 2020)

Raylı sistemlerde bilgisayarlı görme ve nesnelerin interneti kullanılarak kestirimci bakım yöntemlerinin geliştirilmesi (Development of the predictive maintenance methods with using computer vision and internet of things) - Gulsah Karaduman (2020)

Detection of the Steel Faults Based on Deep Learning. - Gulsah Karaduman; Ilhan Aydin; Erhan Akin; Selçuk Özdemir (INISTA, 2022)

A New Approach Based on Predictive Maintenance Using the Fuzzy Classifier in Pantograph-Catenary Systems. - Gulsah Karaduman; Erhan Akin (IEEE Trans. Intell. Transp. Syst., 2022)