Muhammed Fahri Ünlerşen

Necmettin Erbakan University — Turkey

Chemistry · Physical Sciences

9h-index894citations21works0.32yr avg
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Research Topics

Spectroscopy and Chemometric Analyses(6), Smart Agriculture and AI(5), Advanced Chemical Sensor Technologies(4), Speech and Audio Processing(3), Indoor and Outdoor Localization Technologies(2)

Publications21 total

Information Modeling of Asymmetric Aesthetics Using DCGAN: A Data-Driven Approach to the Generation of Marbling Art
Information·2026Open Access
Comparison of Indoor Location Determination Methods That Use Wi-Fi Fingerprinting
Necmettin Erbakan Üniversitesi Fen ve Mühendislik Bilimleri Dergisi·2024· 1 citedOpen Access
Wi-Fi Parmak İzi Kullanan İç Mekan Konum Belirleme Yöntemlerinin Karşılaştırılması
2024Open Access
Determination of optimum design parameters of glow plug and experimental verification
Turkish Journal of Engineering·2023Open Access
ABC-ANN Based Indoor Position Estimation Using Preprocessed RSSI
Electronics·2022· 11 citedOpen Access
CNN–SVM hybrid model for varietal classification of wheat based on bulk samples
European Food Research and Technology·2022· 46 citedOpen Access
A Novel Convolutional-Recurrent Hybrid Network for Sunn Pest–Damaged Wheat Grain Detection
Food Analytical Methods·2022· 44 citedOpen Access
COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization
Computers in Biology and Medicine·2022· 137 citedOpen Access
A convolutional neural network<scp>‐based</scp> comparative study for pepper seed classification: Analysis of selected deep features with <scp>support vector machine</scp>
Journal of Food Process Engineering·2021· 72 citedOpen Access
A CNN-SVM study based on selected deep features for grapevine leaves classification
Measurement·2021· 174 citedOpen Access
Thermal behavior estimation of the power switches with an empirical formulation optimized by Artificial Bee Colony algorithm
Microelectronics Reliability·2021· 5 citedOpen Access
The Speed Estimation via BiLSTM-Based Network of a BLDC Motor Drive for Fan Applications
Arabian Journal for Science and Engineering·2021· 17 citedOpen Access
Impact of Supercapacitor on a DC Machine Operation in Stand-Alone Photovoltaic System with a Hybrid Battery-Supercapacitor Storage System.
International Journal of Energy Studies·2020
CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection
Applied Soft Computing·2020· 350 citedOpen Access
Classification of Heuristic Information by Using Machine Learning Algorithms
International Journal of Intelligent Systems and Applications in Engineering·2016Open Access
Direction of Arrival Estimation by Using Artificial Neural Networks
2016· 18 cited
Karaman Yöresinde Yetiştirilen Elma Çeşitlerinin Sınıflandırma Parametrelerini Görüntü İşleme Teknikleri Kullanarak Belirlenmesi
DergiPark (Istanbul University)·2016
The Classification of Diseased Trees by Using kNN and MLP Classification Models According to the Satellite Imagery
International Journal of Intelligent Systems and Applications in Engineering·2016· 7 citedOpen Access
Direction of Arrival Estimation in Linear Arrays by a Novel Hybrid Algorithm
International Journal of Applied Mathematics Electronics and Computers·2016· 2 citedOpen Access
Classification of Siirt and Long Type Pistachios (Pistacia vera L.) by Artificial Neural Networks
International Journal of Intelligent Systems and Applications in Engineering·2015· 8 citedOpen Access
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Frequent Co-authors

Kadir Sabancı(13), Muhammet Fatih Aslan(5), Akif Durdu(3), Murat Köklü(3), Ewa Ropelewska(3), Muhammet Fatih Aslan(2), Ercan Yaldiz(2), Selami Balcı(2), Mustafa Yağcı(2), İlker Ali Özkan(1), Mesut Ersin Sönmez(1), Bedrettin Demir(1), Nevzat Aydın(1), Cevat Aydın(1), Muciz Özcan(1), Mehmet Umut Şen(1), Hatice Ünlerşen(1), Yusuf Dilay(1), Yvon Gotran Koyi Boukila(1)