Researchers Davut Hanbay
avatar
Davut Hanbay Prof. Dr. İNÖNÜ ÜNİVERSİTESİ
Publication 35 Review 9 CrossRef Cited 75 TR Dizin Cited 54
35 Publication
9 Review
75 CrossRef Cited
54 TR Dizin Cited
0000-0003-2271-7865

Research Fields

Information and Computing Sciences Machine Learning Data Mining and Knowledge Discovery Artificial Intelligence Computer Software Bioinformatics and Computational Biology

Institution

İNÖNÜ ÜNİVERSİTESİ

Popular Publications

Comparison of Classification Methods in Intrution Detection Systems
Authors: Cemile İnce , Kenan İnce , Davut Hanbay
Published: 2021 , Computer Science
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1348

0

1

1348

Classification of Plant Pest Grasshopper Species by Convolutional Neural Network Architectures and Transfer Learning
Authors: Nurullah Şahin , Nuh Alpaslan , Mustafa İlçin , Davut Hanbay
Published: 2023 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.1228883
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 563

0

1

563

Publications

Real-Time Scalable System For Face Tracking In Multi-Camera
Authors: Mehmet Fatih Ozdemır , Davut Hanbay
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1332952
FAVORITE 0 TOTAL DOWNLOAD COUNT 345

0

345

Feature Selection From MagFace Face Recognition Model With Optimization Algorithms
Authors: Mehmet Fatih Ozdemır , Davut Hanbay
Published: 2023 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.1233505
FAVORITE 0 TOTAL DOWNLOAD COUNT 261

0

261

Segmentation of Microscopic Blood Cell Images with Current Deep Learning Architectures
Authors: Murat Toptaş , Davut Hanbay
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1261689
FAVORITE 0 TOTAL DOWNLOAD COUNT 491

0

491

Classification of Plant Pest Grasshopper Species by Convolutional Neural Network Architectures and Transfer Learning
Authors: Nurullah Şahin , Nuh Alpaslan , Mustafa İlçin , Davut Hanbay
Published: 2023 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.1228883
FAVORITE 1 TOTAL DOWNLOAD COUNT 563

1

563

Deep Feature Selection for Facial Emotion Recognition Based on BPSO and SVM
Authors: Kenan Donuk , Ali Arı , Mehmet Fatih Özdemir , Davut Hanbay
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.992720
FAVORITE 0 TOTAL DOWNLOAD COUNT 2326

0

2326

The Separation of glaucoma and non-glaucoma fundus images using EfficientNet-B0
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1174512
FAVORITE 0 TOTAL DOWNLOAD COUNT 156

0

156

Real-time Iris Center Detection Based on Convolutional Neural Networks
Authors: Kenan Donuk , Davut Hanbay
Published: 2022 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1216384
FAVORITE 0 TOTAL DOWNLOAD COUNT 264

0

264

An LSTM-Based Approach with Acoustic Features for Speech Emotion Recognition
Authors: Kenan Donuk , Davut Hanbay
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1113379
FAVORITE 0 TOTAL DOWNLOAD COUNT 491

0

491

Pupil Center Localization Based on Mini U-Net
Authors: Kenan Donuk , Davut Hanbay
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1173482
FAVORITE 0 TOTAL DOWNLOAD COUNT 278

0

278

A Novel Covid-19 Detection System Based on PSO and Hybrid Feature Using Support Vector Machines
Authors: Mehmet Fatih Ozdemır , Davut Hanbay
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1172671
FAVORITE 0 TOTAL DOWNLOAD COUNT 210

0

210

InceptionV3 Based Enriched Feature Integration Network Architecture for Pixel-Level Surface Defect Detection
Authors: Hüseyin Üzen , Muammer Türkoğlu , Ali Arı , Davut Hanbay
Published: 2022 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.1024425
FAVORITE 0 TOTAL DOWNLOAD COUNT 796

0

796

Depthwise Separable Convolution Based Residual Network Architecture for Hyperspectral Image Classification
Authors: Hüseyin Fırat , Mehmet Emin Asker , Davut Hanbay
Published: 2022 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1055942
FAVORITE 0 TOTAL DOWNLOAD COUNT 597

0

597

Hiperspektral görüntüler kullanılarak 3B ESA tabanlı derin öğrenme mimarilerinin karşılaştırılması
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2022 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.977688
FAVORITE 0 TOTAL DOWNLOAD COUNT 954

0

954

Generating Software Trivium Using SecureRandom Library
Authors: Cemile İnce , Kenan İnce , Davut Hanbay
Published: 2022 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1084005
FAVORITE 0 TOTAL DOWNLOAD COUNT 349

0

349

Classification of Hyperspectral Images Using 3D Convolutional Neural Network
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2022 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.909817
FAVORITE 0 TOTAL DOWNLOAD COUNT 489

0

489

Hybrid 3D Convolution and 2D Depthwise Separable Convolution Neural Network for Hyperspectral Image Classification
Authors: Hüseyin Fırat , Mehmet Emin Asker , Davut Hanbay
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1039029
FAVORITE 0 TOTAL DOWNLOAD COUNT 727

0

727

A threshold-based morphological method for extraction blood vessels from retina
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.900696
FAVORITE 0 TOTAL DOWNLOAD COUNT 952

0

952

Result Weighting-Based Resnet Feature Pyramid Network Architecture for Surface Defect Detection
Authors: Hüseyin Üzen , Muammer Türkoğlu , Davut Hanbay
Published: 2021 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1021785
FAVORITE 0 TOTAL DOWNLOAD COUNT 430

0

430

4CF-Net: Hiperspektral uzaktan algılama görüntülerinin spektral uzamsal sınıflandırılması için yeni 3B evrişimli sinir ağı
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2021 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.901291
FAVORITE 0 TOTAL DOWNLOAD COUNT 1236

0

1236

Randomness Analysis With Runge Kutta Methods
Authors: Cemile İnce , Kenan İnce , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990990
FAVORITE 0 TOTAL DOWNLOAD COUNT 407

0

407

Hyperspectral Image Classification Using MiniVGGNet
Authors: Hüseyin Fırat , Murat Uçan , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.989102
FAVORITE 0 TOTAL DOWNLOAD COUNT 413

0

413

Classification of Hyperspectral Remote Sensing Images Using Hybrid 3D-2D CNN Architecture
Authors: Hüseyin Fırat , Murat Uçan , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.989159
FAVORITE 0 TOTAL DOWNLOAD COUNT 385

0

385

Comparison of Optimization Algorithms for Multi-Object Tracking FairMOT Algorithm
Authors: Mehmet Fatih Özdemir , Ali Arı , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990086
FAVORITE 0 TOTAL DOWNLOAD COUNT 528

0

528

Facial Emotion Recognition With VGG-11 Based On Classification Algorithms
Authors: Kenan Donuk , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990613
FAVORITE 0 TOTAL DOWNLOAD COUNT 662

0

662

Surface Defect Detection Using Depthwise Feature Pyramid Network
Authors: Hüseyin Üzen , İlhami Sel , Muammer Türkoğlu , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990950
FAVORITE 0 TOTAL DOWNLOAD COUNT 628

0

628

Creating a Parallel Corpora for Turkish-English Academic Translations
Authors: İlhami Sel , Hüseyin Üzen , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990959
FAVORITE 0 TOTAL DOWNLOAD COUNT 978

0

978

Yüz İmgelerinden Göz Bölgelerinin Tespitinde ESA Tabanlı Alternatif Bir Yaklaşım
Authors: Kenan Donuk , Ali Arı , Davut Hanbay
Published: 2021 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.956120
FAVORITE 0 TOTAL DOWNLOAD COUNT 540

0

540

Gender Identification from Turkish Tweets Using Pre-Trained Language Models
Authors: İlhami Sel , Davut Hanbay
Published: 2021 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.929133
FAVORITE 0 TOTAL DOWNLOAD COUNT 2119

0

2119

Comparison of Classification Methods in Intrution Detection Systems
Authors: Cemile İnce , Kenan İnce , Davut Hanbay
Published: 2021 , Computer Science
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1348

1

1348

Classification of Apricot Diseases by using Deep Convolution Neural Network
Authors: Muammer Türkoğlu , Kazım Hanbay , Işıl Saraç Sivrikaya , Davut Hanbay
Published: 2020 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.562101
FAVORITE 0 TOTAL DOWNLOAD COUNT 3994

0

3994

RENKSEL VE DOKUSAL ÖZELLİKLER KULLANARAK ALEV VE ALEV OLMAYAN GÖRÜNTÜ KESİTLERİNİN SINIFLANDIRILMASI
Authors: Buket Toptaş , Davut Hanbay
Published: 2019 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.630926
FAVORITE 0 TOTAL DOWNLOAD COUNT 614

0

614

EMG Sinyallerinin Kısa Zamanlı Fourier Dönüşüm Özellikleri Kullanılarak Yapay Sinir Ağları ile Sınıflandırılması
Authors: Ali Arı , Furkan Ayaz, Davut Hanbay
Published: 2019 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.545161
FAVORITE 0 TOTAL DOWNLOAD COUNT 2566

0

2566

Shearlet dönüşüm ve yeni geometrik özellikler kullanılarak aşırı öğrenme makinesine dayalı bitki tanıma sistemi
Authors: Muammer Türkoğlu , Davut Hanbay
Published: 2019 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.423674
FAVORITE 0 TOTAL DOWNLOAD COUNT 1003

0

1003

Bölgesel evrişimsel sinir ağları tabanlı MR görüntülerinde tümör tespiti
Authors: Ali Arı, Davut Hanbay
Published: 2019 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.460535
FAVORITE 0 TOTAL DOWNLOAD COUNT 5715

0

5715

Effective Classification of Phishing Web Pages Based on New Rules by Using Extreme Learning Machines
Authors: Mustafa Kaytan, Davut Hanbay
Published: 2017 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 5234

0

5234

Articles published in
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Computer Science
European Journal of Science and Technology
European Journal of Science and Technology
Fırat University Journal of Engineering Science
Fırat University Journal of Engineering Science
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Journal of Polytechnic
Journal of Polytechnic
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Journal of the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Editorship
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Section Editor
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Section Editor
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Section Editor
Editorial Board Memberships
Computer Science
Computer Science

Reviews

Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Computer Science
Computer Science
Dicle University Journal of the Institute of Natural and Applied Sciences
Dicle University Journal of the Institute of Natural and Applied Sciences
Journal of the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

Deep Feature Selection for Facial Emotion Recognition Based on BPSO and SVM
Authors: Kenan Donuk , Ali Arı , Mehmet Fatih Özdemir , Davut Hanbay
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.992720
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2326

5

0

2326

An LSTM-Based Approach with Acoustic Features for Speech Emotion Recognition
Authors: Kenan Donuk , Davut Hanbay
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1113379
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 491

1

0

491

Pupil Center Localization Based on Mini U-Net
Authors: Kenan Donuk , Davut Hanbay
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1173482
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 278

1

0

278

A Novel Covid-19 Detection System Based on PSO and Hybrid Feature Using Support Vector Machines
Authors: Mehmet Fatih Ozdemır , Davut Hanbay
Published: 2022 , Computer Science
DOI: 10.53070/bbd.1172671
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 210

1

0

210

InceptionV3 Based Enriched Feature Integration Network Architecture for Pixel-Level Surface Defect Detection
Authors: Hüseyin Üzen , Muammer Türkoğlu , Ali Arı , Davut Hanbay
Published: 2022 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.1024425
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 796

1

0

796

Depthwise Separable Convolution Based Residual Network Architecture for Hyperspectral Image Classification
Authors: Hüseyin Fırat , Mehmet Emin Asker , Davut Hanbay
Published: 2022 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1055942
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 597

2

0

597

Hiperspektral görüntüler kullanılarak 3B ESA tabanlı derin öğrenme mimarilerinin karşılaştırılması
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2022 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.977688
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 954

3

0

954

Generating Software Trivium Using SecureRandom Library
Authors: Cemile İnce , Kenan İnce , Davut Hanbay
Published: 2022 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1084005
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 349

1

0

349

Classification of Hyperspectral Images Using 3D Convolutional Neural Network
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2022 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.909817
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 489

1

0

489

Hybrid 3D Convolution and 2D Depthwise Separable Convolution Neural Network for Hyperspectral Image Classification
Authors: Hüseyin Fırat , Mehmet Emin Asker , Davut Hanbay
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1039029
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 727

6

0

727

A threshold-based morphological method for extraction blood vessels from retina
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.900696
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 952

1

0

952

4CF-Net: Hiperspektral uzaktan algılama görüntülerinin spektral uzamsal sınıflandırılması için yeni 3B evrişimli sinir ağı
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2021 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.901291
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1236

9

0

1236

Facial Emotion Recognition With VGG-11 Based On Classification Algorithms
Authors: Kenan Donuk , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990613
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 662

1

0

662

Creating a Parallel Corpora for Turkish-English Academic Translations
Authors: İlhami Sel , Hüseyin Üzen , Davut Hanbay
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990959
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 978

2

0

978

Gender Identification from Turkish Tweets Using Pre-Trained Language Models
Authors: İlhami Sel , Davut Hanbay
Published: 2021 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.929133
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2119

3

0

2119

Classification of Apricot Diseases by using Deep Convolution Neural Network
Authors: Muammer Türkoğlu , Kazım Hanbay , Işıl Saraç Sivrikaya , Davut Hanbay
Published: 2020 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.562101
CITED 15 FAVORITE 0 TOTAL DOWNLOAD COUNT 3994

15

0

3994

RENKSEL VE DOKUSAL ÖZELLİKLER KULLANARAK ALEV VE ALEV OLMAYAN GÖRÜNTÜ KESİTLERİNİN SINIFLANDIRILMASI
Authors: Buket Toptaş , Davut Hanbay
Published: 2019 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.630926
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 614

1

0

614

EMG Sinyallerinin Kısa Zamanlı Fourier Dönüşüm Özellikleri Kullanılarak Yapay Sinir Ağları ile Sınıflandırılması
Authors: Ali Arı , Furkan Ayaz, Davut Hanbay
Published: 2019 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.545161
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2566

7

0

2566

Shearlet dönüşüm ve yeni geometrik özellikler kullanılarak aşırı öğrenme makinesine dayalı bitki tanıma sistemi
Authors: Muammer Türkoğlu , Davut Hanbay
Published: 2019 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.423674
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1003

3

0

1003

Bölgesel evrişimsel sinir ağları tabanlı MR görüntülerinde tümör tespiti
Authors: Ali Arı, Davut Hanbay
Published: 2019 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.460535
CITED 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 5715

11

0

5715

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