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Necati Çetin

Observed names: N. Çetin, Necati Cetin, Necati ÇETİN, ÇETİN, N., ÇETİN, Necati, Çetin, Necati
Institution: Ankara University
ORCID: 0000-0001-8524-8272
Observed ORCID: 0000-0001-8524-8272
OpenAlex ID: A5050031044
Using hyperspectral imaging technology and machine learning algorithms for assessing internal quality parameters of apple fruits
2022 · Necati Çetin, Kevser Karaman, et al. · Chemometrics and Intelligent Laboratory Systems · 105
Biochemical composition, drying kinetics and chromatic parameters of red pepper as affected by cultivars and drying methods
2021 · Hasan Pinar, Necati Çetin, et al. · Journal of Food Composition and Analysis · 66
Determination of some physicomechanical and biochemical parameters of hazelnut (Corylus avellana L.) cultivars
2019 · Necati ÇETİN, Mehmet YAMAN, et al. · TURKISH JOURNAL OF AGRICULTURE AND FORESTRY · 56
Rapid detection of total phenolics, antioxidant activity and ascorbic acid of dried apples by chemometric algorithms
2022 · Necati Çetin, Cevdet Sağlam · Food Bioscience · 53
Machine learning approaches for estimating apricot drying characteristics in various advanced and conventional dryers
2023 · Mohammad Kaveh, Necati Çetin, et al. · Journal of Food Process Engineering · 44
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Comparative assessment of energy analysis, drying kinetics, and biochemical composition of tomato waste under different drying conditions
2022 · Necati Çetin · Scientia Horticulturae · 44
Comparative evaluation of greenhouse gas emissions and specific energy consumption of different drying techniques in pear slices
2023 · Mohammad Kaveh, Necati Çetin, et al. · European Food Research and Technology · 43
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Comparative Evaluation of Some Quality Characteristics of Sunflower Oilseeds (Helianthus annuus L.) Through Machine Learning Classifiers
2021 · Necati Çetin, Kevser Karaman, et al. · Food Analytical Methods · 43
Machine learning algorithms to estimate drying characteristics of apples slices dried with different methods
2022 · Cevdet Sağlam, Necati Çetin · Journal of Food Processing and Preservation · 42
Prediction of moisture ratio and drying rate of orange slices using machine learning approaches
2022 · Necati Çetin · Journal of Food Processing and Preservation · 33
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Prediction of Pistachio (Pistacia vera L.) Mass Based on Shape and Size Attributes by Using Machine Learning Algorithms
2021 · Cevdet Saglam, Necati Cetin · Food Analytical Methods · 33
Machine Learning for Varietal Binary Classification of Soybean (Glycine max (L.) Merrill) Seeds Based on Shape and Size Attributes
2022 · Necati Çetin · Food Analytical Methods · 32
Machine learning based mass prediction and discrimination of chickpea (Cicer arietinum L.) cultivars
2023 · Necati Çetin, Hamdi Ozaktan, et al. · Euphytica · 29
Elliptic Fourier based analysis and multivariate approaches for size and shape distinctions of walnut (Juglans regia L.) cultivars
2018 · B. Demir, B. Sayıncı, et al. · Grasas y Aceites · 26
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Machine learning and computer vision technology to analyze and discriminate soil samples
2024 · Sema Kaplan, Ewa Ropelewska, et al. · Scientific Reports · 22
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Non-destructive discrimination of vacuum-dried banana using image processing operation and machine learning approach
2023 · Ewa Ropelewska, Necati Çetin, et al. · Food and Bioproducts Processing · 21
Effects of ultrasound pretreatment assisted drying methods on drying characteristics, physical and bioactive properties of windfall apples
2022 · Necati Çetin, Cevdet Sağlam · Journal of the Science of Food and Agriculture · 21
Shape Discrimination of Almond Cultivars by Elliptic Fourier Descriptors
2019 · Bünyamin Demir, Bahadır Sayinci, et al. · Erwerbs-Obstbau · 21
Exploration of machine learning models based on the image texture of dried carrot slices for classification
2024 · Seda Günaydın, Ewa Ropelewska, et al. · Journal of Food Composition and Analysis · 20
Comparison of drying methods for biochemical composition, energy aspects, and color properties of alfalfa hay
2024 · Mahmut Kaplan, Necati Çetin, et al. · Biomass Conversion and Biorefinery · 19
Binary classification of pumpkin (Cucurbita pepo L.) seeds based on quality features using machine learning algorithms
2023 · Necati Çetin, Ewa Ropelewska, et al. · European Food Research and Technology · 19
Rapid Detection of Changes in Image Textures of Carrots Caused by Freeze-Drying using Image Processing Techniques and Machine Learning Algorithms
2023 · Ewa Ropelewska, Kadir Sabanci, et al. · Sustainability · 19
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Comparative analysis of visible and near-infrared (Vis-NIR) spectroscopy and prediction of moisture ratio using machine learning algorithms for jujube dried under different conditions
2025 · Seda Günaydın, Necati Çetin, et al. · Applied Food Research · 18
Recognition performance of different artificial neural networks for distinguishing banana slices subjected to different combinations of pretreatment and microwave drying
2024 · Necati Çetin, Ewa Ropelewska, et al. · Food Control · 18
Model comparison and hyperparameter optimization for visible and near-infrared (Vis-NIR) spectral classification of dehydrated banana slices
2025 · Mehmet Akif Buzpinar, Seda Gunaydin, et al. · Expert Systems with Applications · 17
Works count: 107
Citation count: 1,063
H-index: 19
I10-index: 31
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