avatar
Halit Çetiner Assoc. Prof. Dr. ISPARTA UYGULAMALI BİLİMLER ÜNİVERSİTESİ, TEKNİK BİLİMLER MESLEK YÜKSEKOKULU
Publication 24 Review 26 CrossRef Cited 62 TR Dizin Cited 25
24 Publication
26 Review
62 CrossRef Cited
25 TR Dizin Cited
0000-0001-7794-2555

Research Fields

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

Institution

ISPARTA UYGULAMALI BİLİMLER ÜNİVERSİTESİ, TEKNİK BİLİMLER MESLEK YÜKSEKOKULU

Popular Publications

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
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 725

4

1

725

Publications

CBLTwitter: Twitter disaster detection analysis using CNN-BiLSTM deep learning methods
Authors: Halit Çetiner , Hakan Yüksel
Published: 2025 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1653072
FAVORITE 0 TOTAL DOWNLOAD COUNT 500

0

500

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 535

0

535

Optic Character Recognition Using Image Processing Techniques
Authors: Halit Çetiner , Bayram Cetişli
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1500558
FAVORITE 0 TOTAL DOWNLOAD COUNT 502

0

502

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 1575

0

1575

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 729

0

729

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 472

0

472

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 1 TOTAL DOWNLOAD COUNT 725

1

725

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 990

0

990

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 560

0

560

Hybrid Deep Learning Implementation for Crop Yield Prediction
Authors: Halit Çetiner
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1116187
FAVORITE 0 TOTAL DOWNLOAD COUNT 998

0

998

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 2356

0

2356

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 1540

0

1540

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 1132

0

1132

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 583

0

583

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 1917

0

1917

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 1685

0

1685

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 490

0

490

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 992

0

992

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 1317

0

1317

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 800

0

800

LSTM, XGBoost, energy consumption, Ransac, Linear regression.
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.969539
FAVORITE 0 TOTAL DOWNLOAD COUNT 2010

0

2010

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 2003

0

2003

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 1359

0

1359

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 3223

0

3223

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji 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
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
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 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
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 Polytechnic
Journal of Polytechnic
Journal of STEAM Education
Journal of STEAM Education
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of Learning and Teaching in Digital Age
Journal of Learning and Teaching in Digital Age
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Yekarum
Yekarum

Publications

CBLTwitter: Twitter disaster detection analysis using CNN-BiLSTM deep learning methods
Authors: Halit Çetiner , Hakan Yüksel
Published: 2025 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1653072
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 500

1

0

500

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 1575

1

0

1575

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 729

4

0

729

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 472

1

0

472

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
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 725

4

1

725

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
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 990

2

0

990

Hybrid Deep Learning Implementation for Crop Yield Prediction
Authors: Halit Çetiner
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1116187
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 998

1

0

998

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 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 2356

8

0

2356

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1540

3

0

1540

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1132

1

0

1132

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 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1917

4

0

1917

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 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1685

7

0

1685

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 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 1317

10

0

1317

LSTM, XGBoost, energy consumption, Ransac, Linear regression.
Authors: Halit Çetiner , İbrahim Çetiner
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.969539
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2010

4

0

2010

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 2003

4

0

2003

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 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1359

7

0

1359

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. : Click to get information about the DergiPark User Badge.