Serkan Kartal

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 5

Top Topics

Generalized Regression Neural Network

Machine Learning

Classification Trees

Top Venues

Eng. Appl. Artif. Intell.

Int. J. Appl. Math. Comput. Sci.

Publications

Serkan Kartal
Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study. Eng. Appl. Artif. Intell. 118 (2023)
Serkan Kartal
Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images. Ecol. Informatics 66 (2021)
Nagham Alhawas, Serkan Kartal
Machine Learning-Based Predictors for ICU Admission of COVID-19 Patients. SmartCity360° (2021)
Serkan Kartal, Sunita Choudhary, Jan Masner, Jana Kholová, Michal Stoces, Priyanka Gattu, Stefan Schwartz, Ewaut Kissel
Machine Learning-Based Plant Detection Algorithms to Automate Counting Tasks Using 3D Canopy Scans. Sensors 21 (23) (2021)
Serkan Kartal, Mustafa Oral, Buse Melis Ozyildirim
Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self-Organizing Map. Int. J. Appl. Math. Comput. Sci. 28 (2) (2018)