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Serkan Kartal
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Year
Prediction of MODIS land surface temperature using new hybrid models based on spatial interpolation techniques and deep learning models
S Kartal, A Sekertekin
Environmental Science and Pollution Research 29 (44), 67115-67134, 2022
172022
Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study
S Kartal
Engineering Applications of Artificial Intelligence 118, 105675, 2023
142023
Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images
S Kartal
Ecological Informatics 66, 101467, 2021
82021
Pattern layer reduction for a generalized regression neural network by using a self–organizing map
S Kartal, M Oral, BM Ozyildirim
International Journal of Applied Mathematics and Computer Science 28 (2 …, 2018
72018
Machine learning-based plant detection algorithms to automate counting tasks using 3d canopy scans
S Kartal, S Choudhary, J Masner, J Kholová, M Stočes, P Gattu, ...
Sensors 21 (23), 8022, 2021
42021
Segmentation of bean-plants using clustering algorithms
S Kartal, S Choudhary, M Stočes, P Šimek, T Vokoun, V Novák
AGRIS on-line Papers in Economics and Informatics 12 (3), 36-43, 2020
42020
A cluster based approach to reduce pattern layer size for generalized regression neural network.
M Oral, S Kartal, BM ÖZYILDIRIM
Pamukkale University Journal of Engineering Sciences 24 (5), 2018
42018
New pattern reduction method for generalized regression neural network
S Kartal, M Oral
International Journal 7 (2), 2017
32017
Görüntü Birleştirme İçin Bölgesel Renk Yoğunluğuna Dayalı Yeni Bir Yaklaşım
M Oral, S Kartal
Eeb Elektrik-Elektronik ve Bilgisayar Sempozyumu, Türkiye, 67-70, 2016
32016
Machine learning-based predictors for ICU admission of COVID-19 patients
N Alhawas, S Kartal
International Summit Smart City 360°, 602-616, 2021
22021
A decision tree-based measure-correlate-predict approach for peak wind gust estimation from a global reanalysis dataset
S Kartal, S Basu, SJ Watson
Wind Energy Science Discussions 8 (10), 1533, 2023
12023
A Modified Deep Learning Approach for Reconstruction of Modis LST Product
A Sekertekin, S Kartal, Q Liu, S Bonafoni
Proceedings of the Symposium GIS Ostrava, 2022
12022
Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım
O Mustafa, S Kartal, BM ÖZYILDIRIM
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 24 (5), 857-863, 2018
12018
Genetik Algoritma Yaklaşımı ile Şantiye Yerleşim Planlaması
O Mustafa, S KARTAL, EL ORAL
Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi 31 (2), 93-102, 0
1
Next-level vegetation health index forecasting: A ConvLSTM study using MODIS Time Series
S Kartal, MC Iban, A Sekertekin
Environmental Science and Pollution Research, 1-17, 2024
2024
Prediction of Diabetes Mellitus Using Tree-Based Machine Learning Algorithms: A Comparative Analysis
S Kartal
3rd Global Conference on Engineering Research (GLOBCER'23), 158-162, 2023
2023
Product Demand Forecasting with the Prophet Model
S Kartal
3rd Global Conference on Engineering Research (GLOBCER'23), 84-90, 2023
2023
Flood Inundation Mapping with Supervised Classifiers: 2021 Gediz Plain Flood
E Arslan, S Kartal
Turkish Journal of Remote Sensing and GIS 4 (1), 100-113, 2023
2023
Otokodlayıcılar Kullanarak Uzaktan Algılama Görüntülerindeki Eksik Verilerin Yeniden Yapılandırılması
S KARTAL
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi 37 (4), 853-862, 2022
2022
XOR and Sparse String Based Image Compression Algorithm
M Oral, A Aydın, S Kartal
2017
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