Muammer Türkoglu

16 papers Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Comparative Analysis of Pixel-Based Segmentation Models for Accurate Detection of Impacted Teeth on Panoramic Radiographs. IEEE Access Meryem Durmus, Burhan Ergen, Adalet Çelebi, Muammer Türkoglu
2025	J	`jnl`	Comparative Detection of DDoS Attacks on Software-Defined 5G Network Data Using Deep Neural Networks and Machine Learning Methods. IEEE Access Ömer Durmus, Ferhat Atasoy, Muammer Türkoglu
2025	J	`jnl`	Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification. Int. J. Imaging Syst. Technol. Zafer Cömert, Ferat Efil, Muammer Türkoglu
2025	J	`jnl`	MobileNet- and attention-based MLP-Mixer architecture for geographical-region recognition of a marine fish (Perciformes: Carangidae) using otolith images. Expert Syst. Appl. Ömerhan Dürrani, Seda Isgüzar, Andac Imak, Tuncay Atessahin, Zafer Cömert, Syeda Zahra Dürrani, Muammer Türkoglu
2025	J	`jnl`	Optimized Multi-Scale Detection and Numbering of Teeth in Panoramic Radiographs Using DentifyNet. IEEE Access Salih Taha Alperen Özçelik, Hüseyin Üzen, Abdulkadir Sengür, Muammer Türkoglu, Adalet Çelebi, Nebras Sobahi
2025	J	`jnl`	Speech signal-based accurate neurological disorders detection using convolutional neural network and recurrent neural network based deep network. Eng. Appl. Artif. Intell. Emel Soylu, Sema Gül, Kübra Aslan Koca, Muammer Türkoglu, Murat Terzi, Abdulkadir Sengür
2024	J	`jnl`	Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi-channel feature extraction and selection. Int. J. Imaging Syst. Technol. Mehmet Emre Sertkaya, Burhan Ergen, Muammer Türkoglu, Özgür Tonkal
2024	J	`jnl`	Ensemble Learning Framework for DDoS Detection in SDN-Based SCADA Systems. Sensors Saadin Oyucu, Onur Polat, Muammer Türkoglu, Hüseyin Polat, Ahmet Aksöz, Mehmet Tevfik Agdas
2024	J	`jnl`	Multi-Stage Learning Framework Using Convolutional Neural Network and Decision Tree-Based Classification for Detection of DDoS Pandemic Attacks in SDN-Based SCADA Systems. Sensors Onur Polat, Muammer Türkoglu, Huseyin Polat, Saadin Oyucu, Hüseyin Üzen, Fahri Yardimci, Ahmet Aksöz
2022	J	`jnl`	A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks. Expert Syst. Appl. Hüseyin Polat, Muammer Türkoglu, Onur Polat, Abdulkadir Sengür
2022	J	`jnl`	Dental Material Detection based on Faster Regional Convolutional Neural Networks and Shape Features. Neural Process. Lett. Andac Imak, Adalet Çelebi, Muammer Türkoglu, Abdulkadir Sengür
2022	J	`jnl`	Forecasting of medical equipment demand and outbreak spreading based on deep long short-term memory network: the COVID-19 pandemic in Turkey. Signal Image Video Process. Erdinç Koç, Muammer Türkoglu
2022	J	`jnl`	Recognition of DDoS attacks on SD-VANET based on combination of hyperparameter optimization and feature selection. Expert Syst. Appl. Muammer Türkoglu, Hüseyin Polat, Cemal Koçak, Onur Polat
2022	J	`jnl`	Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects. Expert Syst. Appl. Hüseyin Üzen, Muammer Türkoglu, Berrin A. Yanikoglu, Davut Hanbay
2021	—	`conf`	Surface Defect Detection Using Deep U-Net Network Architectures. SIU Hüseyin Üzen, Muammer Türkoglu, Davut Hanbay
2019	—	`—`	Görüntü işleme tabanlı bitki türleri ve hastalıkları tanıma (Image processing based plant species and diseases recognition) Muammer Türkoglu