D. Hanbay

发表

Prediction of Chemical Oxygen Demand (COD) Based on Wavelet Decomposition and Neural Networks

Y. Demir, I. Turkoğlu, D. Hanbay, 2007 .

Prediction of neuropathy, neuropathic pain and kinesiophobia in patients with type 2 diabetes and design of computerized clinical decision support systems by using artificial intelligence.

I. Sahin, D. Hanbay, Filiz Ozdemir, 2020, Medical hypotheses.

Depthwise Separable Convolution Based Residual Network Architecture for Hyperspectral Image Classification

D. Hanbay, Hüseyin Firat, M. E. Asker, 2022, Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji.

A Novel Covid-19 Detection System Based on PSO and Hybrid Feature Using Support Vector Machines

D. Hanbay, M. Ozdemir, 2022, Computer Science.

A key review on security and privacy of big data: issues, challenges, and future research directions

Resul Das, D. Hanbay, Doygun Demirol, 2022, Signal, Image and Video Processing.

A CNN based real-time eye tracker for web mining applications

D. Hanbay, A. Ari, Kenan Donuk, 2022, Multimedia Tools and Applications.

Retinal blood vessel segmentation using pixel-based feature vector

Davut Hanbay, Buket Toptas, D. Hanbay, 2021, Biomed. Signal Process. Control..

SPATIAL-SPECTRAL CLASSIFICATION OF HYPERSPECTRAL REMOTE SENSING IMAGES USING 3D CNN BASED LENET-5 ARCHITECTURE

D. Hanbay, Hüseyin Firat, Mehmet Emin ASKER, 2022, Infrared Physics & Technology.

A new artificial bee colony algorithm-based color space for fire/flame detection

D. Hanbay, Buket Toptaş, 2019, Soft Computing.

Fully Attentional Network for Low-Resource Academic Machine Translation and Post Editing

D. Hanbay, İlhami Sel, 2022, Applied Sciences.

PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection

Davut Hanbay, Muammer Turkoglu, Berrin Yanikoğlu, 2021, Signal, Image and Video Processing.

An expert system for predicting aeration performance of weirs by using ANFIS

Davut Hanbay, Ahmet Baylar, Emrah Ozpolat, 2008, Expert Syst. Appl..

Multi-model LSTM-based convolutional neural networks for detection of apple diseases and pests

Muammer Turkoglu, Davut Hanbay, Abdulkadir Sengur, 2019, Journal of Ambient Intelligence and Humanized Computing.

Fuzzy logic controller implementation by using general purpose PIC microcontroller

D. Hanbay, I. Turkoglu, Y. Demir, 2005, Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference, 2005..

Principal curvatures based rotation invariant algorithms for efficient texture classification

Davut Hanbay, Muhammed Fatih Talu, Nuh Alpaslan, 2016, Neurocomputing.

Continuous rotation invariant features for gradient-based texture classification

Davut Hanbay, Muhammed Fatih Talu, Nuh Alpaslan, 2015, Comput. Vis. Image Underst..

Application of least square support vector machines in the prediction of aeration performance of plunging overfall jets from weirs

Davut Hanbay, Ahmet Baylar, Murat Batan, 2009, Expert Syst. Appl..

Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space

D. Hanbay, Buket Toptaş, Murat Toptaş, 2022, Journal of Digital Imaging.

Brain MR Image Classification Based on Deep Features by Using Extreme Learning Machines

Davut Hanbay, Omer Faruk Alcin, Ali Ari, 2020 .

Creating a Parallel Corpora for Turkish-English Academic Translations

D. Hanbay, İlhami Sel, Hüseyin Üzen, 2021, Computer Science.

Plant disease and pest detection using deep learning-based features

Davut Hanbay, Muammer Türkoğlu, D. Hanbay, 2019, Turkish J. Electr. Eng. Comput. Sci..

Modeling Aeration Efficiency of Stepped Cascades by Using ANFIS

Davut Hanbay, Ahmet Baylar, Emrah Ozpolat, 2007 .

Deep learning based brain tumor classification and detection system

Davut Hanbay, Ali Ari, D. Hanbay, 2018, Turkish J. Electr. Eng. Comput. Sci..

3D residual spatial–spectral convolution network for hyperspectral remote sensing image classification

M. I. Bayindir, D. Hanbay, Hüseyin Firat, 2022, Neural Computing and Applications.

Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification

M. I. Bayindir, D. Hanbay, Hüseyin Firat, 2022, Neural Processing Letters.

Classification of hyperspectral remote sensing images using different dimension reduction methods with 3D/2D CNN

D. Hanbay, Hüseyin Firat, M. E. Asker, 2022, Remote Sensing Applications: Society and Environment.

Depth-wise Squeeze and Excitation Block-based Efficient-Unet model for surface defect detection

D. Hanbay, Muammer Turkoglu, Muzaffer Aslan, 2022, The Visual Computer.

Classification of Hyperspectral Images Using 3D CNN Based ResNet50

Davut Hanbay, Hüseyin Firat, D. Hanbay, 2021, 2021 29th Signal Processing and Communications Applications Conference (SIU).

Texture defect classification with multiple pooling and filter ensemble based on deep neural network

Davut Hanbay, Muammer Turkoglu, Huseyin Uzen, 2021, Expert Syst. Appl..

Robust optimization of SegNet hyperparameters for skin lesion segmentation

Davut Hanbay, Nuh Alpaslan, Nurullah Şahin, 2021, Multimedia Tools and Applications.

Automatic Thresholding Method Developed With Entropy For Fabric Defect Detection

Davut Hanbay, Hüseyin Üzen, Hüseyin Firat, 2019, 2019 International Artificial Intelligence and Data Processing Symposium (IDAP).

Multi-dimensional feature extraction-based deep encoder–decoder network for automatic surface defect detection

D. Hanbay, M. Turkoglu, Huseyin Uzen, 2022, Neural Computing and Applications.

Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects

Muammer Türkoğlu, D. Hanbay, B. Yanikoglu, 2022, Expert Syst. Appl..

layer-Hybrid 3D Convolution and 2D Depthwise Separable Convolution Neural Network for Hyperspectral Image Classification

D. Hanbay, Hüseyin Firat, M. E. Asker, 2022 .

An expert Discrete Wavelet Adaptive Network Based Fuzzy Inference System for digital modulation recognition

Engin Avci, Davut Hanbay, Asaf Varol, 2007, Expert Syst. Appl..

Deep Feature Selection for Facial Emotion Recognition Based on BPSO and SVM

Davut Hanbay, Ali Ari, Kenan Donuk, 2021, Journal of Polytechnic.

A new artificial bee colony algorithm-based color space for fire/flame detection

Davut Hanbay, Buket Toptas, D. Hanbay, 2019, Soft Computing.

Effective Classification of Phishing Web Pages Based on New Rules by Using Extreme Learning Machines

Davut Hanbay, Mustafa Kaytan, D. Hanbay, 2017 .

Combination of Deep Features and KNN Algorithm for Classification of Leaf-Based Plant Species

Davut Hanbay, Muammer Türkoğlu, Muammer Türkoğlu, 2019, 2019 International Artificial Intelligence and Data Processing Symposium (IDAP).

Recognition of plant leaves: An approach with hybrid features produced by dividing leaf images into two and four parts

Muammer Turkoglu, Davut Hanbay, D. Hanbay, 2019, Appl. Math. Comput..

An expert system for the prediction of stroke disease by different least squares support vector machines models

Davut Hanbay, Mehmet Ediz Sarihan, D. Hanbay, 2017 .

Leaf-based plant species recognition based on improved local binary pattern and extreme learning machine

Muammer Turkoglu, Davut Hanbay, D. Hanbay, 2019, Physica A: Statistical Mechanics and its Applications.

Computer Pupil Center Localization Based on Mini U-Net

D. Hanbay, Kenan Donuk, 2022 .

Prediction of wastewater treatment plant performance based on wavelet packet decomposition and neural networks

Davut Hanbay, Ibrahim Türkoglu, Yakup Demir, 2008, Expert Syst. Appl..

An optimum feature extraction method for texture classification

Engin Avci, Davut Hanbay, Abdulkadir Sengür, 2009, Expert Syst. Appl..

Feature Selection by Using Heuristic Methods for Text Classification

Davut Hanbay, İlhami Sel, Celalettin Yeroğlu, 2019, 2019 International Artificial Intelligence and Data Processing Symposium (IDAP).

Feature Selection for Text Classification Using Mutual Information

Ali Karci, Davut Hanbay, İlhami Sel, 2019, 2019 International Artificial Intelligence and Data Processing Symposium (IDAP).

Realization of a Hybrid Face Detecting and Verifying System

Davut Hanbay, A. Fatih Kocamaz, Mahmut Dirik, 2018 .

Plant Recognition System based on Deep Features and Color-LBP method

Muammer Turkoglu, Davut Hanbay, D. Hanbay, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

An expert system based on wavelet decomposition and neural network for modeling Chua's circuit

Davut Hanbay, Ibrahim Türkoglu, Yakup Demir, 2008, Expert Syst. Appl..

Development of CNN architecture for Honey Bees Disease Condition

Davut Hanbay, Celaleddin Yeroğlu, Hüseyin Üzen, 2019, 2019 International Artificial Intelligence and Data Processing Symposium (IDAP).