Prof. DAVUT HANBAY

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

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

Uzen H., Turkoglu M., Yanikoglu B., HANBAY D.

EXPERT SYSTEMS WITH APPLICATIONS, vol.209, 2022 (SCI-Expanded)

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

Sel I., HANBAY D.

APPLIED SCIENCES-BASEL, vol.12, no.22, 2022 (SCI-Expanded)

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

Donuk K., ARI A., HANBAY D.

MULTIMEDIA TOOLS AND APPLICATIONS, vol.81, no.27, pp.39103-39120, 2022 (SCI-Expanded) Sustainable Development

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

Uzen H., Turkoglu M., HANBAY D.

NEURAL COMPUTING & APPLICATIONS, 2022 (SCI-Expanded)

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

Firat H., ASKER M. E., BAYINDIR M. İ., HANBAY D.

NEURAL COMPUTING & APPLICATIONS, 2022 (SCI-Expanded)

Robust optimization of SegNet hyperparameters for skin lesion segmentation

Sahin N., Alpaslan N., HANBAY D.

MULTIMEDIA TOOLS AND APPLICATIONS, vol.81, no.25, pp.36031-36051, 2022 (SCI-Expanded) Sustainable Development

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

Demiroll D., DAŞ R., HANBAY D.

SIGNAL IMAGE AND VIDEO PROCESSING, 2022 (SCI-Expanded)

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

Firat H., ASKER M. E., BAYINDIR M. İ., HANBAY D.

NEURAL PROCESSING LETTERS, 2022 (SCI-Expanded)

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

Toptas B., Toptas M., HANBAY D.

JOURNAL OF DIGITAL IMAGING, vol.35, no.2, pp.302-319, 2022 (SCI-Expanded) Sustainable Development

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

Turkoglu M., Yanikoglu B., HANBAY D.

SIGNAL IMAGE AND VIDEO PROCESSING, vol.16, no.2, pp.301-309, 2022 (SCI-Expanded)

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

Uzen H., Turkoglu M., Aslan M., HANBAY D.

VISUAL COMPUTER, 2022 (SCI-Expanded)

Comparison of 3D CNN based deep learning architectures using hyperspectral images

Firat H., HANBAY D.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.38, no.1, pp.521-534, 2022 (SCI-Expanded)

4CF-Net: New 3D convolutional neural network for spectral spatial classification of hyperspectral remote sensing images

Huseyin F., HANBAY D.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.37, no.1, pp.439-453, 2022 (SCI-Expanded)

Retinal blood vessel segmentation using pixel-based feature vector

Toptas B., HANBAY D.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol.70, 2021 (SCI-Expanded) Sustainable Development

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

Uzen H., Turkoglu M., HANBAY D.

EXPERT SYSTEMS WITH APPLICATIONS, vol.175, 2021 (SCI-Expanded)

A multi-division convolutional neural network-based plant identification system

Turkoglu M., Aslan M., ARI A., Alcin Z. M., HANBAY D.

PEERJ COMPUTER SCIENCE, 2021 (SCI-Expanded) Sustainable Development

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

ÖZDEMİR F., ARI A., Kilcik M. H., HANBAY D., ŞAHİN İ.

MEDICAL HYPOTHESES, vol.143, 2020 (SCI-Expanded) Sustainable Development

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

Toptas B., HANBAY D.

SOFT COMPUTING, vol.24, no.14, pp.10481-10492, 2020 (SCI-Expanded) Sustainable Development

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

Turkoglu M., HANBAY D., Sengur A.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019 (SCI-Expanded)

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

Turkoglu M., HANBAY D.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, vol.527, 2019 (SCI-Expanded)

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

Turkoglu M., HANBAY D.

APPLIED MATHEMATICS AND COMPUTATION, vol.352, pp.1-14, 2019 (SCI-Expanded)

Plant recognition system based on extreme learning machine by using shearlet transform and new geometric features

Turkoglu M., HANBAY D.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.34, no.4, pp.2097-2112, 2019 (SCI-Expanded)

Plant disease and pest detection using deep learning-based features

Turkoglu M., HANBAY D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.27, no.3, pp.1636-1651, 2019 (SCI-Expanded)

Tumor detection in MR images of regional convolutional neural networks

Ari A., HANBAY D.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.34, no.3, pp.1396-1409, 2019 (SCI-Expanded) Sustainable Development

Deep learning based brain tumor classification and detection system

Ari A., HANBAY D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.26, no.5, pp.2275-2286, 2018 (SCI-Expanded) Sustainable Development

Principal curvatures based rotation invariant algorithms for efficient texture classification

HANBAY K., ALPASLAN N., TALU M. F., HANBAY D.

NEUROCOMPUTING, vol.199, pp.77-89, 2016 (SCI-Expanded)

Continuous rotation invariant features for gradient-based texture classification

HANBAY K., ALPASLAN N., TALU M. F., HANBAY D., KARCI A., KOCAMAZ A. F.

COMPUTER VISION AND IMAGE UNDERSTANDING, vol.132, pp.87-101, 2015 (SCI-Expanded)

Comparison of intelligent methods for predicting aeration efficiency of high-head conduits

ÜNSAL M., HANBAY D.

KUWAIT JOURNAL OF SCIENCE & ENGINEERING, vol.39, pp.113-130, 2012 (SCI-Expanded)

Modeling switched circuits based on wavelet decomposition and neural networks

Hanbay D., Turkoglu I., Demir Y.

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, vol.347, no.3, pp.607-617, 2010 (SCI-Expanded)

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

Baylar A., Hanbay D., Batan M.

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.4, pp.8368-8374, 2009 (SCI-Expanded) Sustainable Development

Predicting flow conditions over stepped chutes based on ANFIS

Hanbay D., Baylar A., Ozpolat E.

SOFT COMPUTING, vol.13, no.7, pp.701-707, 2009 (SCI-Expanded)

An optimum feature extraction method for texture classification

Avci E., Sengur A., Hanbay D.

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.3, pp.6036-6043, 2009 (SCI-Expanded)

An expert system based on least square support vector machines for diagnosis of the valvular heart disease

HANBAY D.

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.3, pp.4232-4238, 2009 (SCI-Expanded) Sustainable Development

Prediction of aeration efficiency on stepped cascades by using least square support vector machines

HANBAY D., Baylar A., Batan M.

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.3, pp.4248-4252, 2009 (SCI-Expanded)

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

Baylar A., Hanbay D., Ozpolat E.

EXPERT SYSTEMS WITH APPLICATIONS, vol.35, no.3, pp.1214-1222, 2008 (SCI-Expanded)

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

Hanbay D., Turkoglu I., Demir Y.

EXPERT SYSTEMS WITH APPLICATIONS, vol.34, no.4, pp.2278-2283, 2008 (SCI-Expanded)

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

HANBAY D., Turkoglu I., Demir Y.

EXPERT SYSTEMS WITH APPLICATIONS, vol.34, no.2, pp.1038-1043, 2008 (SCI-Expanded) Sustainable Development

An expert Discrete Wavelet Adaptive Network Based Fuzzy Inference System for Digital Modulation Recognition

AVCI E., Hanbay D., VAROL A.

EXPERT SYSTEMS WITH APPLICATIONS, vol.33, no.3, pp.582-589, 2007 (SCI-Expanded)

Prediction of chemical oxygen demand (COD) based on wavelet decomposition and neural networks

Hanbay D., Turkoglu I., Demir Y.

CLEAN-SOIL AIR WATER, vol.35, no.3, pp.250-254, 2007 (SCI-Expanded) Sustainable Development

Modeling aeration efficiency of stepped cascades by using ANFIS

Baylar A., Hanbay D., Ozpolat E.

CLEAN-SOIL AIR WATER, vol.35, no.2, pp.186-192, 2007 (SCI-Expanded)

Articles Published in Other Journals

Separation of arteries and veins in retinal fundus images with a new CNN architecture

Toptas B., HANBAY D.

COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, 2022 (ESCI)

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

Firat H., ASKER M. E., HANBAY D.

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, vol.25, 2022 (ESCI)

Derin Evrişimsel Sinir Ağı Kullanılarak Kayısı Hastalıklarının Sınıflandırılması

TÜRKOĞLU M., HANBAY K., SARAÇ SİVRİKAYA I., HANBAY D.

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol.9, no.1, pp.334-345, 2020 (Peer-Reviewed Journal)

A Hybrid Methodology Using Heuristic Methods for Two-Dimensional Cutting and Packing Problem with Rectangular Pieces

Firat H., ALPASLAN N., HANBAY D.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, vol.22, no.4, pp.979-988, 2019 (ESCI)

RENKSEL VE DOKUSAL ÖZELLİKLER KULLANARAK ALEV VE ALEV OLMAYAN GÖRÜNTÜ KESİTLERİNİN SINIFLANDIRILMASI

TOPTAŞ B., HANBAY D.

Mühendislik Bilimleri ve Araştırmaları Dergisi, 2019 (Peer-Reviewed Journal)

EMG Sinyallerinin Kısa Zamanlı Fourier Dönüşüm Özellikleri Kullanılarak Yapay Sinir Ağları ile Sınıflandırılması

ARI A., AYAZ F., HANBAY D.

Fırat Üniversitesi Mühendislik Bilimleri Dergisi, vol.31, pp.443-451, 2019 (Peer-Reviewed Journal)

An Expert Systems for Brain MR Images Classification by Using Ensemble Neural Network

ARI A., HANBAY D.

Anatolian Science - Bilgisayar Bilimleri Dergisi, vol.3, no.2, pp.44-56, 2018 (Peer-Reviewed Journal)

Realization of a Hybrid Face Detecting and Verifying System

DİRİK M., HANBAY D., KOCAMAZ A. F.

International Journal of Computer Applications, vol.179, no.12, pp.20-25, 2018 (Peer-Reviewed Journal)

Leaf recognition system based on geometric features

TÜRKOĞLU M., HANBAY D.

Turk Doğa ve Fen Dergisi, vol.5, no.2, 2016 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Kronik Obstrüktif Akciğer Hastalarında Solunum Fonksiyon Test Değerlerinin Yapay Zeka Mimarisi Kullanarak Tahmin Edilmesi

ÖZDEMİR F., SİNANOĞLU B., ALTINTOP GEÇKİL A., İnce C., HANBAY D.

8. Ulusal Fizyoterapi ve Rehabilitasyon Kongresi, Turkey, 08 May 2021

Spastisite Değerlendirilmesinde Yeni Bör Yöntem - Bir Yapay Zeka Modeli - Pilot Çalışma

ÖZDEMİR F., TUTUŞ N., Arslan F., ARI B., HANBAY D., KEREM GÜNEL M.

Uluslararası Sağlıkta Yapay Zeka Kongresi 2020, Turkey, 16 January 2020

Büyük veri üzerine perspektif bir bakış

DEMİROL D., DAŞ R., HANBAY D.

2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 - 22 September 2019

Kumaş Hatası Tespiti için Entropi ile GeliştirilmişOtomatik Eşikleme Yöntemi

ÜZEN H., FIRAT H., KARCI A., HANBAY D.

2019 International Artificial Intelligence and Data Processing Symposium (IDAP), 21 - 22 September 2019

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

TÜRKOĞLU M., HANBAY D.

2019 International Artificial Intelligence and Data Processing Symposium (IDAP), 21 - 22 September 2019

Feature Selection by Using Heuristic Methods for Text Classification

YEROĞLU C., HANBAY D., Sel İ.

2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 - 22 September 2019, pp.1-6

Development of CNN architecture for Honey Bees Disease Condition

YEROĞLU C., HANBAY D., ÜZEN H.

2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 - 22 September 2019, pp.1-5

Tip 2 Diyabetli Hastalarda Nöropati, Ağrı ve Kinezyofobi Düzeyleri Yapay Sinir Ağı Kullanımı ile Tahmin Edilebilir mİ?

ÖZDEMİR F., ARI A., KILÇIK M. H., HANBAY D., ŞAHİN İ.

7. Ulusal Fizyoterapi ve Rehabilitasyon Kongresi, Turkey, 18 April 2019

Tip 2 diyabetli hastalarda nöropati, ağrı ve kinezyofobi düzeyleri yapay sinir ağı kullanımı iletahmin edilebilir mi?

ÖZDEMİR F., ARI A., kılçık m. h., HANBAY D., ŞAHİN İ.

7. ULUSAL VE REHABİLİTASYON KONGRESİ, Ankara, Turkey, 18 - 20 April 2019, vol.30, pp.106 Sustainable Development

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

Turkoglu M., HANBAY D.

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019

A Perspective Bakes Your Ballistic Power

Demirol D., Das R., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 21 - 22 September 2019

E-Mail Classification Using Natural Language Processing

Sel I., HANBAY D.

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019

Automatic Thresholding Method Developed With Entropy For Fabric Defect Detection

Uzen H., Firat H., KARCI A., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 21 - 22 September 2019

Feature Selection for Text Classification Using Mutual Information

Sel I., KARCI A., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 21 - 22 September 2019

Derin Öğrenme Algoritmalarından Elde Edilen ÖzniteliklereDayalı Kayısı Hastalık Tespiti

TÜRKOĞLU M., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP 2018), 28 - 30 September 2018, pp.805-808

Biyocografya Tabanlı Optimizasyon ile Yangın Görüntülerinin Ayrıştırılması

Toptaş B., HANBAY D., YEROĞLU C.

International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28 - 30 September 2018, pp.1000-1004

PIDA Denetçi Parametrelerinin PSO Algoritması ile Belirlenmesi

DONUK K., ÖZBEY N., İNAN M., YEROĞLU C., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP 2018), 28 - 30 September 2018

Apricot Disease Identification based on Attributes Obtained from Deep Learning Algorithms

Turkoglu M., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018

Separation of Fire Images with Biogeography-Based Optimization

TOPTAS B., HANBAY D., YEROĞLU C.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018

Investigation of PIDA Controller Parameters via PSO Algorithm

Donuk K., ÖZBEY N., İnan M., YEROĞLU C., HANBAY D.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018

Alev Görüntülerinde Genetik Algoritma ile Özellik Seçimi

TOPTAŞ B., TOPTAŞ M., ARI A., HANBAY D.

International Conference on Multidisciplinary, Science, Engineering and Technology (IMESET), 2017, 27 - 29 October 2017

MR Görüntülerinden Aşırı Öğrenme Makinesi TabanlıTümör Tespiti

ARI A., HANBAY D.

International Conference on Multidisciplinary, Science, Engineeringand Technology (IMESET’17 Bitlis), 27 - 29 October 2017 Sustainable Development

Flame detection using HSI color space

Toptaş B., HANBAY D.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), 16 - 17 September 2017

Classification of Visual Stimuli for SSVEP-BasedBrain Computer Interface

ÇİĞ H., HANBAY D.

International Conference on AdvancesandInnovations in Engineering, Elazığ, Turkey, 10 - 12 May 2017, pp.1003-1006

SSVEP Tabanlı Beyin Bilgisayar Arayüzü İçin Görsel Uyaranların Sınıflandırılması

cig h., HANBAY D.

International Conference on Advances and Innovations in Engineering, Elazığ, Turkey, 10 - 12 May 2017, pp.1-4

Classification of EMG Signals by LRF-ELM

AYAZ F., Ari A., HANBAY D.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017

Leaf Recognition based on Artificial Neural Network

AYAZ F., Ari A., HANBAY D.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017

Robot Arm Control With for SSVEP-Based Brain Signals In Brain Computer Interface

ÇİĞ H., HANBAY D., Tuysuz F.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017

Smoke Detection Using Texture and Color Analysis in Videos

TOPTAŞ M., HANBAY D.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017

Leaf Recognition System Based on Color and Morphological Features by Using Support Vector Machines

TÜRKOĞLU M., HANBAY D.

International Engineering, Science and Education Conference, Diyarbakır, Turkey, 1 - 03 December 2016

Mobil Uzman Sistem İle Suyun İçilebilirliğinin Belirlenmesi

toptaş m., ayaz f., çiğ h., ARI A., HANBAY D.

ULUSLARARASI KENTSEL SU VE ATIK SU YÖNETİMİ SEMPOZYUMU, 26 - 28 October 2016

Classification of harmful bacteria in Drinking Water based on Image Processing

TÜRKOĞLU M., ALÇİN Ö. F., HANBAY D.

Uluslararası Kentsel Su ve Atıksu Yonetimi, 26 - 28 October 2016

Apricot Plant Classification Based on Leaf Recognition by using Convolutinal Neural Networks

ARI b., ŞENGÜR A., ARI A., HANBAY D.

International Conference on Artificial Intelligence and Data Processing, 16 - 17 September 2016

Yapay Sinir Ağı Tabanlı EMG Sinyallerin Sınıflandırılması

AYAZ F., ARI A., HANBAY D.

International Artificial Intelligence and Data Processing Symposium, 16 - 17 September 2016

Least Squares Support Vector Machines and Artifical Neural Networks Models for the Classification of Ischemic Stroke Disease

HANBAY D., SARIHAN M. E., ÇOLAK C., Ertan C.

3. International Critical Care and Emergency Medicine Congress, 19 - 22 May 2016

Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings