Dynamic Neural-Network-Based Model-Predictive Control of an Industrial Baker's Yeast Drying Process. - Ugur Yüzgeç; Yasar Becerikli; Mustafa Türker (IEEE Trans. Neural Networks, 2008)

Refinery scheduling of crude oil unloading, storage and processing using a model predictive control strategy. - Ugur Yüzgeç; Ahmet Palazoglu; José A. Romagnoli (Comput. Chem. Eng., 2010)

Improved antlion optimization algorithm via tournament selection and its application to parallel machine scheduling. - Haydar Kiliç; Ugur Yüzgeç (Comput. Ind. Eng., 2019)

Deep Learning Based Continuous Real-Time Driver Fatigue Detection for Embedded System. - Esra Çivik; Ugur Yüzgeç (SIU, 2020)

A novel improved antlion optimizer algorithm and its comparative performance. - Haydar Kiliç; Ugur Yüzgeç; Cihan Karakuzu (Neural Comput. Appl., 2020)

Kinect-based integrated physiotherapy mentor application for shoulder damage. - Burakhan Çubukçu; Ugur Yüzgeç; Ahu Zileli; Raif Zileli (Future Gener. Comput. Syst., 2021)

A Novel Approach to D2D Discovery in PSN for Post-Disaster: Throughput Based Discovery Algorithm (TDA). - Vedat Marttin; Ugur Yüzgeç; Cüneyt Bayilmis; Kerem Küçük (Wirel. Pers. Commun., 2021)

Vehicle Detection from Unmanned Aerial Images with Deep Mask R-CNN. - Ridvan Yayla; Emir Albayrak; Ugur Yüzgeç (Comput. Sci. J. Moldova, 2022)

Advanced strategies on update mechanism of Sine Cosine Optimization Algorithm for feature selection in classification problems. - Gizem Ataç Kale; Ugur Yüzgeç (Eng. Appl. Artif. Intell., 2022)

A multi-strategy random weighted gray wolf optimizer-based multi-layer perceptron model for short-term wind speed forecasting. - Tufan Inaç; Emrah Dokur; Ugur Yüzgeç (Neural Comput. Appl., 2022)

Smart Meter Data-Driven Voltage Forecasting Model for a Real Distribution Network Based on SCO-MLP. - Emrah Dokur; Ibrahim Sengor; Nuh Erdogan; Ugur Yüzgeç; Barry P. Hayes (ISGT EUROPE, 2023)

Mutation based improved dragonfly optimization algorithm for a neuro-fuzzy system in short term wind speed forecasting. - Huseyin Parmaksiz; Ugur Yüzgeç; Emrah Dokur; Nuh Erdogan (Knowl. Based Syst., 2023)

Real-time driver fatigue detection system with deep learning on a low-cost embedded system. - Esra Çivik; Ugur Yüzgeç (Microprocess. Microsystems, 2023)

Shoulder rehabilitation: a neuro-fuzzy inference approach to recovery prediction. - Burakhan Çubukçu; Ugur Yüzgeç (Neural Comput. Appl., 2023)

Meliorated Crab Mating Optimization Algorithms for Capacitated Vehicle Routing Problem. - Burakhan Çubukçu; Ugur Yüzgeç (SN Comput. Sci., 2024)

Device-to-Device (D2D) Discovery Simulator for 3GPP and Public Safety Network (PSN). - Vedat Marttin; Ugur Yüzgeç; Cüneyt Bayilmis; Kerem Küçük (Wirel. Pers. Commun., 2024)

CMACGSA: Improved Gravitational Search Algorithm Based on Cerebellar Model Articulation Controller for Optimization. - Nazmiye Ebru Bulut; Emre Dandil; Ugur Yüzgeç; Alpaslan Duysak (IEEE Access, 2025)

Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics. - Ugur Yüzgeç (Knowl. Based Syst., 2025)