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Serkan Kartal

Observed names: KARTAL, Serkan, Kartal, Serkan, SERKAN KARTAL, Serkan KARTAL
Institution: Cukurova University
ORCID: 0000-0001-9801-8986
Observed ORCID: 0000-0001-9801-8986
OpenAlex ID: A5077619524
Prediction of MODIS land surface temperature using new hybrid models based on spatial interpolation techniques and deep learning models
2022 · Serkan Kartal, Aliihsan Sekertekin · Environmental Science and Pollution Research · 60
Next-level vegetation health index forecasting: A ConvLSTM study using MODIS Time Series
2024 · Serkan KARTAL, Muzaffer Can IBAN, et al. · Environmental Science and Pollution Research · 42
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Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study
2022 · Serkan Kartal · Engineering Applications of Artificial Intelligence · 38
Segmentation of Bean-Plants Using Clustering Algorithms
2020 · Serkan Kartal, Sunita Choudhary, et al. · Agris on-line Papers in Economics and Informatics · 18
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Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images
2021 · Serkan Kartal · Ecological Informatics · 16
Machine Learning-Based Plant Detection Algorithms to Automate Counting Tasks Using 3D Canopy Scans
2021 · Serkan Kartal, Sunita Choudhary, et al. · Sensors · 13
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Analysing Household Food Consumption in Turkey Using Machine Learning Techniques
2024 · Burak Oztornaci, Baris Ata, et al. · Agris on-line Papers in Economics and Informatics · 11
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A decision-tree-based measure–correlate–predict approach for peak wind gust estimation from a global reanalysis dataset
2023 · Serkan Kartal, Sukanta Basu, et al. · Wind energy science · 9
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Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self–Organizing Map
2018 · Serkan Kartal, Mustafa Oral, et al. · International Journal of Applied Mathematics and Computer Science · 9
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Annotated 3D Point Cloud Dataset of Broad-Leaf Legumes Captured by High-Throughput Phenotyping Platform
2025 · Alexander Galba, Jan Masner, et al. · Scientific Data · 7
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A cluster based approach to reduce pattern layer size for generalized regression neural network
2018 · Mustafa Oral, Serkan Kartal, et al. · Pamukkale University Journal of Engineering Sciences · 4
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Flood Inundation Mapping with Supervised Classifiers: 2021 Gediz Plain Flood
2023 · Enis ARSLAN, Serkan KARTAL · Turkish Journal of Remote Sensing and GIS · 3
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Comparison of Deep Convolutional Neural Network Structures The effect of layer counts and kernel sizes
2016 · B MELIS, SERKAN KARTAL · International Conference on Advances in Information Processing and Communication Technology (IPCT) · 3
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New Pattern Reduction Method for Generalized Regression Neural Network
2017 · Serkan Kartal, Mustafa Oral · International Journal of Advanced Research in Computer Science and Software Engineering · 2
PalmCity: An Emerging Benchmark Dataset for Semantic Segmentation of Panoramic Street View Images in Under-Represented Developing Countries
2025 · Muzaffer Can Iban, Onur Can Bayrak, et al. · Lecture notes in computer science · 1
Otokodlayıcılar Kullanarak Uzaktan Algılama Görüntülerindeki Eksik Verilerin Yeniden Yapılandırılması
2022 · Serkan KARTAL · Çukurova Üniversitesi Mühendislik Fakültesi Dergisi · 1
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Machine Learning-Based Predictors for ICU Admission of COVID-19 Patients
2022 · Nagham Alhawas, Serkan Kartal · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 1
AI-Driven Background Segmentation for High-Throughput 3D Plant Scans
2025 · Serkan Kartal, Jan Masner, et al. · IEEE Access
Reply on RC2
2023 · Serkan Kartal · Wind energy science
Reply on RC1
2023 · Serkan Kartal · Wind energy science
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Extreme Learning Machine based Bidirectional Reflectance Distribution Approximation
2017 · Serkan KARTAL · International Journal of Advanced Research in Computer Science and Software Engineering
Büyük veri setleri için geliştirilmiş genelleştirilmiş regresyon yapay sinir ağı.
2017 · Kartal, Serkan · Çukurova University Institutional Repository
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Genetik Algoritma Yaklaşımı ile Şantiye Yerleşim Planlaması
2016 · Mustafa ORAL, Serkan KARTAL, et al. · Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Gender Identification Through Fingerprints with Deep Convolutional Neural Network
2016 · Buse Melis Özyıldırım, Serkan Kartal
Works count: 26
Citation count: 239
H-index: 9
I10-index: 7
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