Serkan Kartal

According to our database, Serkan Kartal authored at least 8 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

Proceedings of the Computational Science and Its Applications - ICCSA 2025 Workshops - Istanbul, Turkey, June 30, 2025

2023

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

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

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 Predictors for ICU Admission of COVID-19 Patients.

Nagham Alhawas, Serkan Kartal

Proceedings of the Science and Technologies for Smart Cities, 2021

2018

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

2017

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

Serkan Kartal

PhD thesis, 2017