Researchers Halit Çetiner
avatar
Halit Çetiner Dr. ISPARTA UYGULAMALI BİLİMLER ÜNİVERSİTESİ, TEKNİK BİLİMLER MESLEK YÜKSEKOKULU
Publication 21 Review 17 CrossRef Cited 29 TR Dizin Cited 13
21 Publication
17 Review
29 CrossRef Cited
13 TR Dizin Cited
0000-0001-7794-2555

Research Fields

Image Processing Algorithms and Calculation Theory Artificial Intelligence Computer Software Embedded Systems

Institution

ISPARTA UYGULAMALI BİLİMLER ÜNİVERSİTESİ, TEKNİK BİLİMLER MESLEK YÜKSEKOKULU

Publications

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 32

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32

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 80

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80

Fake News Detection and Classification with Recurrent Neural Network Based Deep Learning Approaches
Authors: Halit Çetiner
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1199738
FAVORITE 0 TOTAL DOWNLOAD COUNT 252

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252

Skin Lesions Identification and Analysis with Deep Learning Model Using Transfer Learning
Authors: Halit Çetiner
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1133801
FAVORITE 0 TOTAL DOWNLOAD COUNT 97

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97

A Novel Deep Learning Approach to Malaria Disease Detection on Two Malaria Datasets
Authors: İbrahim Çetiner , Halit Çetiner
Published: 2023 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.1064187
FAVORITE 0 TOTAL DOWNLOAD COUNT 370

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370

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 167

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167

Hybrid Deep Learning Implementation for Crop Yield Prediction
Authors: Halit Çetiner
Published: 2023 , Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.1116187
FAVORITE 0 TOTAL DOWNLOAD COUNT 368

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368

Cataract disease classification from fundus images with transfer learning based deep learning model on two ocular disease datasets
Authors: Halit Çetiner
Published: 2023 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1168842
FAVORITE 0 TOTAL DOWNLOAD COUNT 1065

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1065

CITRUS DISEASE CLASSIFICATION WITH TRANSFER LEARNING AND CNN BASED MODELS
Authors: Halit Çetiner
Published: 2023 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1170947
FAVORITE 0 TOTAL DOWNLOAD COUNT 763

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763

Classification of cancer images with CNN-based deep learning approach
Authors: Halit Çetiner
Published: 2023 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1143693
FAVORITE 0 TOTAL DOWNLOAD COUNT 665

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665

Recurrent Neural Network Based Model Development for Energy Consumption Forecasting
Authors: Halit Çetiner
Published: 2022 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1077393
FAVORITE 0 TOTAL DOWNLOAD COUNT 330

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330

Classification of Cataract Disease with a DenseNet201 Based Deep Learning Model
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2022 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1098718
FAVORITE 0 TOTAL DOWNLOAD COUNT 973

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973

MULTI-LABEL TEXT ANALYSIS WITH A CNN AND LSTM BASED HYBRID DEEP LEARNING MODEL
Authors: Halit Çetiner
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1106981
FAVORITE 0 TOTAL DOWNLOAD COUNT 862

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862

Comparison of Different Machine Learning Methods for Estimating Agricultural Products
Authors: Halit Çetiner
Published: 2022 , Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 271

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271

Developing real-time boiler control algorithm for fuel consumption savings
Authors: İbrahim Çetiner , Halit Çetiner
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.1020132
FAVORITE 0 TOTAL DOWNLOAD COUNT 503

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503

RECURRENT NEURAL NETWORK BASED MODEL DEVELOPMENT FOR WHEAT YIELD FORECASTING
Authors: Halit Çetiner , Burhan Kara
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1075265
FAVORITE 0 TOTAL DOWNLOAD COUNT 775

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775

Classification of Citrus Diseases with Convolutional Neural Network Based Deep Learning Model
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2022 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1028323
FAVORITE 0 TOTAL DOWNLOAD COUNT 429

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429

LSTM, XGBoost, energy consumption, Ransac, Linear regression.
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2021 , European Journal of Science and Technology
DOI: 10.31590/ejosat.969539
FAVORITE 0 TOTAL DOWNLOAD COUNT 1308

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1308

PRE-TRAINED NETWORK BASED DEEP NETWORK MODEL FOR CLASSIFICATION OF LEAF DISEASES
Authors: Halit Çetiner
Published: 2021 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.988049
FAVORITE 0 TOTAL DOWNLOAD COUNT 965

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965

CLASSIFICATION OF APPLE LEAF DISEASES USING THE PROPOSED CONVOLUTION NEURAL NETWORK APPROACH
Authors: Halit Çetiner
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.980629
FAVORITE 0 TOTAL DOWNLOAD COUNT 916

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916

Real Time Identification Number Recognition
Authors: Halit Çetiner , Bayram Cetişli, İbrahim Çetiner
Published: 2012 , Sakarya University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3025

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3025

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
El-Cezeri
El-Cezeri
European Journal of Science and Technology
European Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Science
Sakarya University Journal of Science

Reviews

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
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
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Learning and Teaching in Digital Age
Journal of Learning and Teaching in Digital Age
Journal of STEAM Education
Journal of STEAM Education
Journal of the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences

Publications

Cataract disease classification from fundus images with transfer learning based deep learning model on two ocular disease datasets
Authors: Halit Çetiner
Published: 2023 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1168842
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1065

4

0

1065

CITRUS DISEASE CLASSIFICATION WITH TRANSFER LEARNING AND CNN BASED MODELS
Authors: Halit Çetiner
Published: 2023 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1170947
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 763

2

0

763

Classification of Cataract Disease with a DenseNet201 Based Deep Learning Model
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2022 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1098718
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 973

2

0

973

MULTI-LABEL TEXT ANALYSIS WITH A CNN AND LSTM BASED HYBRID DEEP LEARNING MODEL
Authors: Halit Çetiner
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1106981
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 862

2

0

862

RECURRENT NEURAL NETWORK BASED MODEL DEVELOPMENT FOR WHEAT YIELD FORECASTING
Authors: Halit Çetiner , Burhan Kara
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1075265
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 775

8

0

775

LSTM, XGBoost, energy consumption, Ransac, Linear regression.
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2021 , European Journal of Science and Technology
DOI: 10.31590/ejosat.969539
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1308

4

0

1308

PRE-TRAINED NETWORK BASED DEEP NETWORK MODEL FOR CLASSIFICATION OF LEAF DISEASES
Authors: Halit Çetiner
Published: 2021 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.988049
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 965

4

0

965

CLASSIFICATION OF APPLE LEAF DISEASES USING THE PROPOSED CONVOLUTION NEURAL NETWORK APPROACH
Authors: Halit Çetiner
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.980629
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 916

3

0

916

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