Publications | Fırat University

Publications

Publications

An innovative approach to parasite classification in biomedical imaging using neural networks O Aytac, FF Senol, I Tuncer, S Dogan, T Tuncer Engineering Applications of Artificial Intelligence 143, 110014		2025
Detection of community emotions through Sound: An Investigation using the FF-Orbital Chaos-Based feature extraction model L Xu, AM Yildiz, I Tuncer, F Ozyurt, S Dogan, T Tuncer Ain Shams Engineering Journal 16 (2), 103248		2025
TPat: Transition pattern feature extraction based Parkinson’s disorder detection using FNIRS signals T Tuncer, I Tasci, B Tasci, R Hajiyeva, I Tuncer, S Dogan Applied Acoustics 228, 110307	1	2025
Zipper Pattern: An Investigation into Psychotic Criminal Detection Using EEG Signals G Tasci, PD Barua, D Tanko, T Keles, S Tas, I Sercek, S Kaya, K Yildirim, ... Diagnostics 15 (2), 154		2025
Automated hip dysplasia detection using novel FlexiLBPHOG model with ultrasound images S Key, H Kurum, O Esmez, AH Baig, R Hajiyeva, S Dogan, T Tuncer Ain Shams Engineering Journal 16 (1), 103235		2025
Investigation of Microsoft Teams and Skype as Distance Education Tools ın Terms of Digital Forensics T Keleş, YE Çolak, N Ilhan, K Yıldırım, AM Yıldız, T Tuncer, S Dogan Firat University Journal of Experimental and Computational Engineering 3 (2 …		2024
Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification T Tuncer, S Dogan, M Baygin, I Tasci, B Mungen, B Tasci, PD Barua, ... Knowledge-Based Systems 305, 112555	1	2024

FiboNeXt: Investigations for Alzheimer’s Disease detection using MRI T Tuncer, S Dogan, A Subasi Biomedical Signal Processing and Control 103, 107422		2025
An innovative approach to parasite classification in biomedical imaging using neural networks O Aytac, FF Senol, I Tuncer, S Dogan, T Tuncer Engineering Applications of Artificial Intelligence 143, 110014		2025
Detection of community emotions through Sound: An Investigation using the FF-Orbital Chaos-Based feature extraction model L Xu, AM Yildiz, I Tuncer, F Ozyurt, S Dogan, T Tuncer Ain Shams Engineering Journal 16 (2), 103248		2025
TPat: Transition pattern feature extraction based Parkinson’s disorder detection using FNIRS signals T Tuncer, I Tasci, B Tasci, R Hajiyeva, I Tuncer, S Dogan Applied Acoustics 228, 110307	1	2025
Zipper Pattern: An Investigation into Psychotic Criminal Detection Using EEG Signals G Tasci, PD Barua, D Tanko, T Keles, S Tas, I Sercek, S Kaya, K Yildirim, ... Diagnostics 15 (2), 154		2025
Automated hip dysplasia detection using novel FlexiLBPHOG model with ultrasound images S Key, H Kurum, O Esmez, AH Baig, R Hajiyeva, S Dogan, T Tuncer Ain Shams Engineering Journal 16 (1), 103235		2025
Investigation of Microsoft Teams and Skype as Distance Education Tools ın Terms of Digital Forensics T Keleş, YE Çolak, N Ilhan, K Yıldırım, AM Yıldız, T Tuncer, S Dogan Firat University Journal of Experimental and Computational Engineering 3 (2 …		2024

Enhancing speech emotion recognition through deep learning and handcrafted feature fusion FG Eriş, E Akbal Applied Acoustics 222, 110070	3	2024
Swin-PHOG-LPQ: An accurate computed tomography images classification model using Swin architecture with handcrafted features D Kaya, S Gurbuz, IO Yildirim, E Akbal, S Dogan, T Tuncer Biomedical Signal Processing and Control 86, 105183	6	2023
Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques E Akbal, PD Barua, S Dogan, T Tuncer, UR Acharya Expert Systems with Applications 225, 120089	9	2023
An automated accurate sound-based amateur drone detection method based on skinny pattern E Akbal, A Akbal, S Dogan, T Tuncer Digital Signal Processing 136, 104012	12	2023
Vehicle interior sound classification based on local quintet magnitude pattern and iterative neighborhood component analysis E Akbal, T Tuncer, S Dogan Applied Artificial Intelligence 36 (1), 2137653	5	2022
Development of novel automated language classification model using pyramid pattern technique with speech signals E Akbal, PD Barua, T Tuncer, S Dogan, UR Acharya Neural Computing and Applications 34 (23), 21319-21333	9	2022

Can Eye-Tracking be used in Cyber Security Operations? F Ertam MultiplEYE Mid-Term Conference 2024, Tirana, Albania		2024
In-vehicle communication cyber security: A comprehensive review of challenges and solutions B Gul, F Ertam Vehicular Communications, 100846	1	2024
Network Forensics Analysis of Cyber Attacks Carried Out Over Wireless Networks Using Machine Learning Methods İ Kaçan, B Gül, F Ertam Sakarya University Journal of Computer and Information Sciences 7 (2), 203-216		2024
Predicting and diagnosis of COVID-19 based on IoT and machine learning algorithm F Ertam, IF Kilincer Elsevier		2024
Network Forensics Analysis of Cyber Attacks on Computer Systems using Machine Learning Techniques F Yıldız, B Gül, F Ertam Acta Infologica 8 (1), 34-50		2024
Mixed bioconvection of nanofluid of oxytactic bacteria through a porous cavity with inlet and outlet under periodic magnetic field using artificial intelligence based on … S Hussain, HF Öztop, AM Alsharif, F Ertam Thermal Science and Engineering Progress 50, 102589		2024
An intelligent approach to investigate the effects of container orientation for PCM melting based on an XGBoost regression model B Kıyak, HF Öztop, F Ertam, İG Aksoy Engineering Analysis with Boundary Elements 161, 202-213	6	2024

A new method based on Local Binary Gaussian Pattern for classification of rat estrous cycle stages using smear images I Serhatlioglu, I Kilic, O Yaman, E Kacar, ZD Oz, MR Ozdede, F Yol, ... Biomedical Signal Processing and Control 103, 107390		2025
A Hybrid Method Based On A Genetic Algorithm That Uses Network Packets To Classify Spyware İ Kılıç, O Yaman, E Erdoğan, Mİ Aslan Journal of Physical Chemistry and Functional Materials 7 (2), 148-157		2024
Machine Learning Methods in IoT Based Embedded Systems for Classifying Physical Faults in Water Distribution Networks İ Kılıç, O Yaman, Ş Saylan, İ Hörgüşlüoğlu, B Demirelli Journal of Physical Chemistry and Functional Materials 7 (2), 169-179		2024
Detection of Layer 2 Attacks Based on t-SNE Algorithm T Dolek, O Yaman, IF Kilincer 2024 8th International Artificial Intelligence and Data Processing Symposium …		2024
A Statistical Feature Extractor-Based Method Using Row and Column Grid for Monkeypox Detection I Kilic, O Yaman 2024 8th International Artificial Intelligence and Data Processing Symposium …		2024

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