An expert Discrete Wavelet Adaptive Network Based Fuzzy Inference System for digital modulation recognition. - Engin Avci; Davut Hanbay; Asaf Varol (Expert Syst. Appl., 2007)

An expert system for predicting aeration performance of weirs by using ANFIS. - Ahmet Baylar; Davut Hanbay; Emrah Ozpolat (Expert Syst. Appl., 2008)

Prediction of wastewater treatment plant performance based on wavelet packet decomposition and neural networks. - Davut Hanbay; Ibrahim Türkoglu; Yakup Demir (Expert Syst. Appl., 2008)

An expert system based on wavelet decomposition and neural network for modeling Chua's circuit. - Davut Hanbay; Ibrahim Türkoglu; Yakup Demir (Expert Syst. Appl., 2008)

An optimum feature extraction method for texture classification. - Engin Avci; Abdulkadir Sengür; Davut Hanbay (Expert Syst. Appl., 2009)

Application of least square support vector machines in the prediction of aeration performance of plunging overfall jets from weirs. - Ahmet Baylar; Davut Hanbay; Murat Batan (Expert Syst. Appl., 2009)

An expert system based on least square support vector machines for diagnosis of the valvular heart disease. - Davut Hanbay (Expert Syst. Appl., 2009)

Prediction of aeration efficiency on stepped cascades by using least square support vector machines. - Davut Hanbay; Ahmet Baylar; Murat Batan (Expert Syst. Appl., 2009)

Predicting flow conditions over stepped chutes based on ANFIS. - Davut Hanbay; Ahmet Baylar; Emrah Ozpolat (Soft Comput., 2009)

Modeling switched circuits based on wavelet decomposition and neural networks. - Davut Hanbay; Ibrahim Türkoglu; Yakup Demir (J. Frankl. Inst., 2010)

Determining noise performance of co-occurrence GMuLBP on object detection task. - Nuh Alpaslan; Mehmet Murat Turhan; Davut Hanbay (ICMV, 2013)

A novel texture classification method based on Hessian matrix and principal curvatures. - Nuh Alpaslan; Kazim Hanbay; Davut Hanbay; Muhammed Fatih Talu (SIU, 2014)

Classification of breast masses in mammogram images using KNN. - Nuh Alpaslan; Asuman Kara; Busra Zencir; Davut Hanbay (SIU, 2015)

Mean shift based object tracking supported with adaptive Kalman filter. - Mehmet Murat Turhan; Davut Hanbay (SIU, 2015)

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

Continuous rotation invariant features for gradient-based texture classification. - Kazim Hanbay; Nuh Alpaslan; Muhammed Fatih Talu; Davut Hanbay; Ali Karci; Adnan Fatih Kocamaz (Comput. Vis. Image Underst., 2015)

Principal curvatures based rotation invariant algorithms for efficient texture classification. - Kazim Hanbay; Nuh Alpaslan; Muhammed Fatih Talu; Davut Hanbay (Neurocomputing, 2016)

Deep learning based brain tumor classification and detection system. - Ali Ari; Davut Hanbay (Turkish J. Electr. Eng. Comput. Sci., 2018)

E-Mail Classification Using Natural Language Processing. - Slhami Sel; Davut Hanbay (SIU, 2019)

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)

A new artificial bee colony algorithm-based color space for fire/flame detection. - Buket Toptas; Davut Hanbay (Soft Comput., 2020)

Classification of Hyperspectral Images Using 3D CNN Based ResNet50. - Hüseyin Firat; Davut Hanbay (SIU, 2021)

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

Retinal blood vessel segmentation using pixel-based feature vector. - Buket Toptas; Davut Hanbay (Biomed. Signal Process. Control., 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)

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)

Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space. - Buket Toptas; Murat Toptas; Davut Hanbay (J. Digit. Imaging, 2022)

Robust optimization of SegNet hyperparameters for skin lesion segmentation. - Nurullah Sahin; Nuh Alpaslan; Davut Hanbay (Multim. Tools Appl., 2022)

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

A CNN based real-time eye tracker for web mining applications. - Kenan Donuk; Ali Ari; Davut Hanbay (Multim. Tools Appl., 2022)

Particle Swarm Optimization-Enhanced Virtual Multicast Trees Embedding in SDNs. - Evrim Guler; Furkan Ayaz; Murat Karakus 001; Davut Hanbay (BlackSeaCom, 2023)

3D residual spatial-spectral convolution network for hyperspectral remote sensing image classification. - Hüseyin Firat; Mehmet Emin Asker; Mehmet Ílyas Bayindir; Davut Hanbay (Neural Comput. Appl., 2023)

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

Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification. - Hüseyin Firat; Mehmet Emin Asker; Mehmet Ílyas Bayindir; Davut Hanbay (Neural Process. Lett., 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)

A key review on security and privacy of big data: issues, challenges, and future research directions. - Doygun Demirol; Resul Das; Davut Hanbay (Signal Image Video Process., 2023)

Separation of arteries and veins in retinal fundus images with a new CNN architecture. - Buket Toptas; Davut Hanbay (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Improving Cell Image Segmentation by Using Isotropic Undecimated Wavelet Transform. - Murat Toptas; Buket Toptas; Davut Hanbay (IEEE Access, 2024)

ConvNext Mixer-Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images. - Hüseyin Firat; Hüseyin Üzen; Davut Hanbay; Abdulkadir Sengür (Int. J. Imaging Syst. Technol., 2024)

Novel image pixel scrambling technique for efficient color image encryption in resource-constrained IoT devices. - Cemile Ince; Kenan Ince; Davut Hanbay (Multim. Tools Appl., 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)

Random Strip Peeling: A novel lightweight image encryption for IoT devices based on colour planes permutation. - Kenan Ince; Cemile Ince; Davut Hanbay (CAAI Trans. Intell. Technol., 2025)