Hüseyin Fırat profile image
Hüseyin Fırat Asst. Prof. Dr. Dicle Üniversitesi
Publication 14 Review 7 CrossRef Cited 46 TR Dizin Cited 1
14 Publication
7 Review
46 CrossRef Cited
1 TR Dizin Cited

Research Fields

Information and Computing Sciences Deep Learning Machine Learning Computer Software

Institution

Dicle Üniversitesi

Publications

MONKEYPOX DISEASE DETECTION FROM SKIN LESION IMAGES USING TRANSFER LEARNING
Authors: Hüseyin Fırat , Hüseyin Üzen
Published: 2024 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1411927
FAVORITE 0 TOTAL DOWNLOAD COUNT 936

0

936

Detection of Pneumonia Using A Hybrid Approach Consisting of MobileNetV2 and Squeeze-and-Excitation Network
Authors: Hüseyin Fırat , Hüseyin Üzen
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1363218
FAVORITE 0 TOTAL DOWNLOAD COUNT 1191

0

1191

CLASSIFICATION OF ENDOSCOPIC IMAGES USING CNN ARCHITECTURE BASED ON FEATURE INTEGRATION
Authors: Hüseyin Üzen , Hüseyin Fırat
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1362792
FAVORITE 0 TOTAL DOWNLOAD COUNT 1013

0

1013

Support Vector Machine Fed with Different Deep Features for Classification of Lung Diseases from Chest X-Ray Images
Authors: Hüseyin Üzen , Hüseyin Fırat
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1366846
FAVORITE 0 TOTAL DOWNLOAD COUNT 1095

0

1095

Multiple Classification of Human Peripheral Blood Cells Using Modified Inception Module
Authors: Hüseyin Fırat
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1302685
FAVORITE 0 TOTAL DOWNLOAD COUNT 591

0

591

Classification of White Blood Cells using the Squeeze-Excitation Residual Network
Authors: Hüseyin Fırat
Published: 2023 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1255477
FAVORITE 0 TOTAL DOWNLOAD COUNT 1258

0

1258

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 929

0

929

Hiperspektral görüntüler kullanılarak 3B ESA tabanlı derin öğrenme mimarilerinin karşılaştırılması
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.977688
FAVORITE 0 TOTAL DOWNLOAD COUNT 1670

0

1670

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 911

0

911

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 1308

0

1308

4CF-Net: Hiperspektral uzaktan algılama görüntülerinin spektral uzamsal sınıflandırılması için yeni 3B evrişimli sinir ağı
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2021 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.901291
FAVORITE 0 TOTAL DOWNLOAD COUNT 1686

0

1686

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 707

0

707

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 682

0

682

Solution of Two Dimensional Rectangular Strip Packing Problem Using Heuristic Algorithms
Authors: Hüseyin Fırat , Nuh Alpaslan
Published: 2019 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.620618
FAVORITE 0 TOTAL DOWNLOAD COUNT 3249

0

3249

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Computer Science
Computer Science
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Information Technologies
Journal of Information Technologies
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
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

Reviews

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
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science

Publications

MONKEYPOX DISEASE DETECTION FROM SKIN LESION IMAGES USING TRANSFER LEARNING
Authors: Hüseyin Fırat , Hüseyin Üzen
Published: 2024 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1411927
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 936

1

0

936

Detection of Pneumonia Using A Hybrid Approach Consisting of MobileNetV2 and Squeeze-and-Excitation Network
Authors: Hüseyin Fırat , Hüseyin Üzen
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1363218
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1191

6

0

1191

CLASSIFICATION OF ENDOSCOPIC IMAGES USING CNN ARCHITECTURE BASED ON FEATURE INTEGRATION
Authors: Hüseyin Üzen , Hüseyin Fırat
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1362792
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1013

1

0

1013

Multiple Classification of Human Peripheral Blood Cells Using Modified Inception Module
Authors: Hüseyin Fırat
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1302685
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 591

1

0

591

Classification of White Blood Cells using the Squeeze-Excitation Residual Network
Authors: Hüseyin Fırat
Published: 2023 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1255477
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1258

7

0

1258

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 929

2

0

929

Hiperspektral görüntüler kullanılarak 3B ESA tabanlı derin öğrenme mimarilerinin karşılaştırılması
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.977688
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1670

5

0

1670

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 911

1

0

911

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 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 1308

11

0

1308

4CF-Net: Hiperspektral uzaktan algılama görüntülerinin spektral uzamsal sınıflandırılması için yeni 3B evrişimli sinir ağı
Authors: Hüseyin Fırat , Davut Hanbay
Published: 2021 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.901291
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1686

9

0

1686

Solution of Two Dimensional Rectangular Strip Packing Problem Using Heuristic Algorithms
Authors: Hüseyin Fırat , Nuh Alpaslan
Published: 2019 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.620618
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3249

2

0

3249

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.