Modeling of inverted pendulum on a cart by using Artificial Neural Networks. - Deniz Korkmaz; Cafer Bal; Muammer Gökbulut (SIU, 2015)

Extreme learning machine based robotic arm modeling. - Ömer Faruk Alcin; Ferhat Ucar; Deniz Korkmaz (MMAR, 2016)

Link length optimization of a biomimetic robotic fish based on Big Bang - Big Crunch algorithm. - Cafer Bal; Deniz Korkmaz; Gonca Ozmen Koca; Mustafa Ay; Zuhtu Hakan Akpolat (MMAR, 2016)

Altitude and Attitude Control of a Quadcopter Based on Neuro-Fuzzy Controller. - Deniz Korkmaz; Hakan Açikgöz; Mehmet Üstündag (RoViSP, 2021)

A novel ship classification network with cascade deep features for line-of-sight sea data. - Ferhat Ucar; Deniz Korkmaz (Mach. Vis. Appl., 2021)

An efficient fault classification method in solar photovoltaic modules using transfer learning and multi-scale convolutional neural network. - Deniz Korkmaz; Hakan Açikgöz (Eng. Appl. Artif. Intell., 2022)

MSRConvNet: Classification of railway track defects using multi-scale residual convolutional neural network. - Hakan Açikgöz; Deniz Korkmaz (Eng. Appl. Artif. Intell., 2023)

Photovoltaic cell defect classification based on integration of residual-inception network and spatial pyramid pooling in electroluminescence images. - Hakan Açikgöz; Deniz Korkmaz; Ümit Budak (Expert Syst. Appl., 2023)

Feature fusion-based hand gesture classification with time-domain descriptors and multi-level deep attention network. - Ömer Faruk Alçin; Deniz Korkmaz; Hakan Açikgöz (Appl. Soft Comput., 2025)

Short-term offshore wind speed forecasting approach based on multi-stage decomposition and deep residual network with self-attention. - Hakan Açikgöz; Deniz Korkmaz (Eng. Appl. Artif. Intell., 2025)