Classification of the grape varieties based on leaf recognition by using SVM classifier. - Muammer Turkoglu; Davut Hanbay (SIU, 2015)

Plant Recognition System based on Deep Features and Color-LBP method. - Muammer Turkoglu; Davut Hanbay (SIU, 2019)

Recognition of plant leaves: An approach with hybrid features produced by dividing leaf images into two and four parts. - Muammer Turkoglu; Davut Hanbay (Appl. Math. Comput., 2019)

Plant disease and pest detection using deep learning-based features. - Muammer Turkoglu; Davut Hanbay (Turkish J. Electr. Eng. Comput. Sci., 2019)

Görüntü işleme tabanlı bitki türleri ve hastalıkları tanıma (Image processing based plant species and diseases recognition) - Muammer Türkoglu (2019)

Deep network approach with stacked sparse autoencoders in detection of DDoS attacks on SDN-based VANET. - Huseyin Polat 002; Muammer Turkoglu; Onur Polat (IET Commun., 2020)

Surface Defect Detection Using Deep U-Net Network Architectures. - Hüseyin Üzen; Muammer Türkoglu; Davut Hanbay (SIU, 2021)

COVIDetectioNet: COVID-19 diagnosis system based on X-ray images using features selected from pre-learned deep features ensemble. - Muammer Turkoglu (Appl. Intell., 2021)

Deep rhythm and long short term memory-based drowsiness detection. - Muammer Turkoglu; Omer F. Alcin; Muzaffer Aslan; Adel Al-Zebari; Abdulkadir Sengür (Biomed. Signal Process. Control., 2021)

Defective egg detection based on deep features and Bidirectional Long-Short-Term-Memory. - Muammer Turkoglu (Comput. Electron. Agric., 2021)

Texture defect classification with multiple pooling and filter ensemble based on deep neural network. - Huseyin Uzen; Muammer Turkoglu; Davut Hanbay (Expert Syst. Appl., 2021)

A multi-division convolutional neural network-based plant identification system. - Muammer Turkoglu; Muzaffer Aslan; Ali Ari; Zeynep Mine Alçin; Davut Hanbay (PeerJ Comput. Sci., 2021)

Dental Caries Detection Using Score-Based Multi-Input Deep Convolutional Neural Network. - Andac Imak; Adalet Çelebi; Kamran Siddique; Muammer Turkoglu; Abdulkadir Sengür; Iftekhar Salam (IEEE Access, 2022)

A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks. - Hüseyin Polat 002; Muammer Türkoglu; Onur Polat; Abdulkadir Sengür (Expert Syst. Appl., 2022)

Recognition of DDoS attacks on SD-VANET based on combination of hyperparameter optimization and feature selection. - Muammer Türkoglu; Hüseyin Polat 002; Cemal Koçak; Onur Polat (Expert Syst. Appl., 2022)

Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects. - Hüseyin Üzen; Muammer Türkoglu; Berrin A. Yanikoglu; Davut Hanbay (Expert Syst. Appl., 2022)

Multi-model LSTM-based convolutional neural networks for detection of apple diseases and pests. - Muammer Turkoglu; Davut Hanbay; Abdulkadir Sengür (J. Ambient Intell. Humaniz. Comput., 2022)

Dental Material Detection based on Faster Regional Convolutional Neural Networks and Shape Features. - Andac Imak; Adalet Çelebi; Muammer Türkoglu; Abdulkadir Sengür (Neural Process. Lett., 2022)

Forecasting of medical equipment demand and outbreak spreading based on deep long short-term memory network: the COVID-19 pandemic in Turkey. - Erdinç Koç; Muammer Türkoglu (Signal Image Video Process., 2022)

PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection. - Muammer Turkoglu; Berrin A. Yanikoglu; Davut Hanbay (Signal Image Video Process., 2022)

Multi-dimensional feature extraction-based deep encoder-decoder network for automatic surface defect detection. - Huseyin Uzen; Muammer Turkoglu; Davut Hanbay (Neural Comput. Appl., 2023)

Depth-wise Squeeze and Excitation Block-based Efficient-Unet model for surface defect detection. - Hüseyin Üzen; Muammer Turkoglu; Muzaffer Aslan; Davut Hanbay (Vis. Comput., 2023)

Ensemble Learning Framework for DDoS Detection in SDN-Based SCADA Systems. - Saadin Oyucu; Onur Polat; Muammer Türkoglu; Hüseyin Polat 002; Ahmet Aksöz; Mehmet Tevfik Agdas (Sensors, 2024)

Multi-Stage Learning Framework Using Convolutional Neural Network and Decision Tree-Based Classification for Detection of DDoS Pandemic Attacks in SDN-Based SCADA Systems. - Onur Polat; Muammer Türkoglu; Huseyin Polat 002; Saadin Oyucu; Hüseyin Üzen; Fahri Yardimci; Ahmet Aksöz (Sensors, 2024)

Accurate diagnosis of dementia and Alzheimer's with deep network approach based on multi-channel feature extraction and selection. - Mehmet Emre Sertkaya; Burhan Ergen; Muammer Türkoglu; Özgür Tonkal (Int. J. Imaging Syst. Technol., 2024)

A novel hybrid attention gate based on vision transformer for the detection of surface defects. - Hüseyin Üzen; Muammer Turkoglu; Dursun Öztürk; Davut Hanbay (Signal Image Video Process., 2024)

Comparative Analysis of Pixel-Based Segmentation Models for Accurate Detection of Impacted Teeth on Panoramic Radiographs. - Meryem Durmus; Burhan Ergen; Adalet Çelebi; Muammer Türkoglu (IEEE Access, 2025)

A Hybrid Efficient U-Net Framework for Detection of Anterior Belly of the Digastric Muscle on Ultrasonography. - Sule Erdem; Suheda Erdem; Muammer Turkoglu; Abdulkadir Sengür; Nebras Sobahi (IEEE Access, 2025)

Optimized Multi-Scale Detection and Numbering of Teeth in Panoramic Radiographs Using DentifyNet. - Salih Taha Alperen Özçelik; Hüseyin Üzen; Abdulkadir Sengür; Muammer Türkoglu; Adalet Çelebi; Nebras Sobahi (IEEE Access, 2025)

Speech signal-based accurate neurological disorders detection using convolutional neural network and recurrent neural network based deep network. - Emel Soylu; Sema Gül; Kübra Aslan Koca; Muammer Türkoglu; Murat Terzi; Abdulkadir Sengür (Eng. Appl. Artif. Intell., 2025)

MobileNet- and attention-based MLP-Mixer architecture for geographical-region recognition of a marine fish (Perciformes: Carangidae) using otolith images. - Ömerhan Dürrani; Seda Isgüzar; Andac Imak; Tuncay Atessahin; Zafer Cömert; Syeda Zahra Dürrani; Muammer Türkoglu (Expert Syst. Appl., 2025)

Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification. - Zafer Cömert; Ferat Efil; Muammer Türkoglu (Int. J. Imaging Syst. Technol., 2025)