Subset selection for tuning of hyper-parameters in artificial neural networks. - K. K. Emre Aki; Tugba Erkoç; Mustafa Taner Eskil (ICECS, 2017)

An observation based muscle model for simulation of facial expressions. - Tugba Erkoç; Didem Agdogan; Mustafa Taner Eskil (Signal Process. Image Commun., 2018)

Unsupervised Similarity Based Convolutions for Handwritten Digit Classification. - Tugba Erkoç; Mustafa Taner Eskil (SIU, 2022)

A Novel Similarity Based Unsupervised Technique for Training Convolutional Filters. - Tugba Erkoç; Mustafa Taner Eskil (IEEE Access, 2023)