Enhanced generalized regression neural network for large datasets (Büyük veri setleri için geliştirilmiş genelleştirilmiş regresyon yapay sinir ağı) - Serkan Kartal (2017)

Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self-Organizing Map. - Serkan Kartal; Mustafa Oral; Buse Melis Özyildirim (Int. J. Appl. Math. Comput. Sci., 2018)

Machine Learning-Based Predictors for ICU Admission of COVID-19 Patients. - Nagham Alhawas; Serkan Kartal (SmartCity360°, 2021)

Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images. - Serkan Kartal (Ecol. Informatics, 2021)

Machine Learning-Based Plant Detection Algorithms to Automate Counting Tasks Using 3D Canopy Scans. - Serkan Kartal; Sunita Choudhary; Jan Masner; Jana Kholová; Michal Stoces; Priyanka Gattu; Stefan Schwartz; Ewaut Kissel (Sensors, 2021)

Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study. - Serkan Kartal (Eng. Appl. Artif. Intell., 2023)

PalmCity: An Emerging Benchmark Dataset for Semantic Segmentation of Panoramic Street View Images in Under-Represented Developing Countries. - Muzaffer Can Iban; Onur Can Bayrak; Serkan Kartal; Dogu Ilmak; Dursun Zafer Seker (ICCSA (Workshops 14), 2025)

AI-Driven Background Segmentation for High-Throughput 3D Plant Scans. - Serkan Kartal; Jan Masner; Jana Kholová; Alexander Galba; Tharanya Murugesan; Rekha Baddam; Vojtech Mikes; Eva Kanska (IEEE Access, 2025)