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Sedat Metlek Asst. Prof. Dr. BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ
Publication 19 Review 23 CrossRef Cited 49 TR Dizin Cited 35
19 Publication
23 Review
49 CrossRef Cited
35 TR Dizin Cited
0000-0002-0393-9908

Research Fields

Image Processing Artificial Intelligence Engineering

Institution

BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ

Popular Publications

Object Detection from Underwater Images
Authors: Ekrem Eşref Kılınç , Sedat Metlek
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.873540
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 4348

2

1

4348

Forecasting of Turkish Sovereign Sukuk Prices Using Artificial Neural Network Model
Authors: Dilşad Tülgen Çetin , Sedat Metlek
Published: 2021 , Acta Infologica
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1930

0

1

1930

Publications

SAHRAN: Sentiment Analysis of Hotel Reviews with Attention-Based Recurrent Neural Network
Authors: Halit Çetiner , Sedat Metlek
Published: 2025 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1523220
FAVORITE 0 TOTAL DOWNLOAD COUNT 613

0

613

ANALYSIS OF DIFFERENT POOLING FUNCTIONS ON A CONVOLUTION NEURAL NETWORK BASED MODEL
Authors: Halit Çetiner , Sedat Metlek
Published: 2024 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.1484354
FAVORITE 0 TOTAL DOWNLOAD COUNT 1707

0

1707

INCEPTION SH: A NEW CNN MODEL BASED ON INCEPTION MODULE FOR CLASSIFYING SCENE IMAGES
Authors: Sedat Metlek , Halit Çetiner
Published: 2024 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1372788
FAVORITE 0 TOTAL DOWNLOAD COUNT 828

0

828

Retraction: Metabolism Determination By Soft Computing Methods From Breath Molecules
Authors: Sedat Metlek , Hatice Akman , Ismail Bayraklı
Published: 2023 , Sakarya University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 511

0

511

CNNTuner: Image Classification with A Novel CNN Model Optimized Hyperparameters
Authors: Halit Çetiner , Sedat Metlek
Published: 2023 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1294417
FAVORITE 0 TOTAL DOWNLOAD COUNT 633

0

633

3BResNet: A Novel Residual Block-Based ResNet Model Approach for COVID19 Detection
Authors: Ekrem Eşref Kılınç , Fahrettin Aka , Sedat Metlek
Published: 2023 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1346730
FAVORITE 0 TOTAL DOWNLOAD COUNT 634

0

634

Metabolism Determination By Soft Computing Methods From Breath Molecules
Authors: Sedat Metlek , Hatice Akman , Ismail Bayraklı
Published: 2022 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.911990
FAVORITE 0 TOTAL DOWNLOAD COUNT 759

0

759

PREDICTION OF FISH SPECIES WITH DEEP LEARNING
Authors: Kıyas Kayaalp , Sedat Metlek
Published: 2021 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.956221
FAVORITE 0 TOTAL DOWNLOAD COUNT 1712

0

1712

Forecasting of Turkish Sovereign Sukuk Prices Using Artificial Neural Network Model
Authors: Dilşad Tülgen Çetin , Sedat Metlek
Published: 2021 , Acta Infologica
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1930

1

1930

Forecasting of Islamic Stock Index in Turkey with Deep Learning Using Index-Based Features
Authors: Dilşad Tülgen Çetin , Sedat Metlek
Published: 2021 , Acta Infologica
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 9205

0

9205

DISEASE DETECTION FROM CASSAVA LEAF IMAGES WITH DEEP LEARNING METHODS IN WEB ENVIRONMENT
Authors: Sedat Metlek
Published: 2021 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.1029357
FAVORITE 0 TOTAL DOWNLOAD COUNT 3029

0

3029

Arı hastalıklarının hibrit bir derin öğrenme yöntemi ile tespiti
Authors: Sedat Metlek , Kiyas Kayaalp
Published: 2021 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.749443
FAVORITE 0 TOTAL DOWNLOAD COUNT 1927

0

1927

Object Detection from Underwater Images
Authors: Ekrem Eşref Kılınç , Sedat Metlek
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.873540
FAVORITE 1 TOTAL DOWNLOAD COUNT 4348

1

4348

Detection of Autistic Spectrum Disorder with Machine Learning Algorithms
Authors: Sedat Metlek , Kıyas Kayaalp
Published: 2020 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.755481
FAVORITE 0 TOTAL DOWNLOAD COUNT 1940

0

1940

Classification of Robust and Rotten Apples by Deep Learning Algorithm
Authors: Kiyas Kayaalp , Sedat Metlek
Published: 2020 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.03.02.717452
FAVORITE 0 TOTAL DOWNLOAD COUNT 3366

0

3366

Derin Öğrenme ve Destek Vektör Makineleri İle Görüntüden Cinsiyet Tahmini
Authors: Sedat Metlek , Kiyas Kayaalp
Published: 2020 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.707316
FAVORITE 0 TOTAL DOWNLOAD COUNT 3216

0

3216

MODELING BELONGS TO TURKEY'S MEDITERRANEAN COAST WIND OF EXERGY MULTILAYER NEURAL NETWORK
Authors: Durmuş Fatih Mengi , Sedat Metlek
Published: 2020 , International Journal of Engineering and Innovative Research
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1360

0

1360

ALT-BLOKLAR TEKNİĞİ VE KÜMELEME YÖNTEMLERİ İLE GÖRÜNTÜ BÖLÜTLEMENİN HIZLANDIRILMASI
Authors: Melike Şişeci , Sedat Metlek , Bayram Cetişli
Published: 2014 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.91178
FAVORITE 0 TOTAL DOWNLOAD COUNT 2483

0

2483

Gerçek Zamanlı Endüstriyel Nesne Tanımada Kameraların Kullanılması
Authors: Sedat Meltek , Bayram Çetişli
Published: 2014 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3332

0

3332

Articles published in
Acta Infologica
Acta Infologica
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
International Journal of Engineering and Innovative Research
International Journal of Engineering and Innovative Research
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences

Reviews

Acta Infologica
Acta Infologica
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Dogus University Journal
Dogus University Journal
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
International Journal of Engineering and Innovative Research
International Journal of Engineering and Innovative Research
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Applied Sciences of Mehmet Akif Ersoy University
Journal of Applied Sciences of Mehmet Akif Ersoy University
Journal of Aviation
Journal of Aviation
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Research Journal of Biomedical and Biotechnology
Research Journal of Biomedical and Biotechnology
Turkish Journal of Science and Engineering
Turkish Journal of Science and Engineering
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering
Yekarum
Yekarum

Publications

SAHRAN: Sentiment Analysis of Hotel Reviews with Attention-Based Recurrent Neural Network
Authors: Halit Çetiner , Sedat Metlek
Published: 2025 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1523220
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 613

1

0

613

ANALYSIS OF DIFFERENT POOLING FUNCTIONS ON A CONVOLUTION NEURAL NETWORK BASED MODEL
Authors: Halit Çetiner , Sedat Metlek
Published: 2024 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.1484354
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1707

1

0

1707

INCEPTION SH: A NEW CNN MODEL BASED ON INCEPTION MODULE FOR CLASSIFYING SCENE IMAGES
Authors: Sedat Metlek , Halit Çetiner
Published: 2024 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1372788
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 828

4

0

828

3BResNet: A Novel Residual Block-Based ResNet Model Approach for COVID19 Detection
Authors: Ekrem Eşref Kılınç , Fahrettin Aka , Sedat Metlek
Published: 2023 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1346730
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 634

2

0

634

Metabolism Determination By Soft Computing Methods From Breath Molecules
Authors: Sedat Metlek , Hatice Akman , Ismail Bayraklı
Published: 2022 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.911990
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 759

1

0

759

PREDICTION OF FISH SPECIES WITH DEEP LEARNING
Authors: Kıyas Kayaalp , Sedat Metlek
Published: 2021 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.956221
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1712

1

0

1712

DISEASE DETECTION FROM CASSAVA LEAF IMAGES WITH DEEP LEARNING METHODS IN WEB ENVIRONMENT
Authors: Sedat Metlek
Published: 2021 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.1029357
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 3029

9

0

3029

Arı hastalıklarının hibrit bir derin öğrenme yöntemi ile tespiti
Authors: Sedat Metlek , Kiyas Kayaalp
Published: 2021 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.749443
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1927

5

0

1927

Object Detection from Underwater Images
Authors: Ekrem Eşref Kılınç , Sedat Metlek
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.873540
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 4348

2

1

4348

Detection of Autistic Spectrum Disorder with Machine Learning Algorithms
Authors: Sedat Metlek , Kıyas Kayaalp
Published: 2020 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.755481
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1940

5

0

1940

Classification of Robust and Rotten Apples by Deep Learning Algorithm
Authors: Kiyas Kayaalp , Sedat Metlek
Published: 2020 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.03.02.717452
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 3366

8

0

3366

Derin Öğrenme ve Destek Vektör Makineleri İle Görüntüden Cinsiyet Tahmini
Authors: Sedat Metlek , Kiyas Kayaalp
Published: 2020 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.707316
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 3216

10

0

3216

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