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Ahmet Çelik Assoc. Prof. Dr. Kütahya Dumlupınar Üniversitesi
Publication 18 Review 37 CrossRef Cited 36 TR Dizin Cited 246
18 Publication
37 Review
36 CrossRef Cited
246 TR Dizin Cited
0000-0002-6288-3182

Research Fields

Computer Software Image Processing Parallel and Distributed System Machine Learning Data Mining and Knowledge Discovery

Institution

Kütahya Dumlupınar Üniversitesi

Publications

Solution Proposal for Accelerating Interpolation Algorithms in Image Scaling: A Comparative Application
Authors: Şahin Sağlam , Ahmet Çelik
Published: 2026 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1844275
FAVORITE 0 TOTAL DOWNLOAD COUNT 380

0

380

A Study on Predicting Engine Performance Outputs by Machine Learning Algorithms in a Single Cylinder HCCI Engine
Authors: Ahmet Çelik , Mehmet Akif Kunt
Published: 2026 , Engineering Perspective
DOI: 10.64808/engineeringperspective.1782349
FAVORITE 0 TOTAL DOWNLOAD COUNT 608

0

608

Estimation of Current and Voltage Values Generated from a Thermoelectric Generator Mounted on Automobile Exhaust System by Machine Learning Algorithms: A Comparative Study
Authors: Ahmet Çelik , Haluk Güneş
Published: 2026 , El-Cezeri
DOI: 10.31202/ecjse.1712738
FAVORITE 0 TOTAL DOWNLOAD COUNT 701

0

701

Text classification by machine learning algorithms using a new text feature extraction method based on image processing
Authors: Ahmet Çelik , Deniz Kaptan
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1718023
FAVORITE 0 TOTAL DOWNLOAD COUNT 816

0

816

Determination of the Classification Success of KNN Algorithm Distance Metric Methods on Wheat Seeds Dataset
Authors: Ahmet Çelik
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1263900
FAVORITE 0 TOTAL DOWNLOAD COUNT 1939

0

1939

Using Machine Learning Algorithms to Detect Milk Quality
Authors: Ahmet Çelik
Published: 2022 , Eurasian Journal of Food Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 6992

0

6992

PREDICTING DIAGNOSIS OF COVID-19 DISEASE WITH ADABOOST AND NAIVE BAYES MACHINE LEARNING ALGORITHMS
Authors: Ahmet Çelik
Published: 2022 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.976865
FAVORITE 0 TOTAL DOWNLOAD COUNT 923

0

923

Design of Biomedical Wireless Inclinometer Device and Comparison of Measurements with Image Processing Method
Authors: Ahmet Çelik , Eren Gül , Deniz Kaptan , Ahmet Uslu , Okan Üzer , Bahadır Çokçetin
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1188908
FAVORITE 0 TOTAL DOWNLOAD COUNT 1061

0

1061

Application of Parallel Background Algorithm on Radar Images to Detect Sudden Weather Changes
Authors: Ahmet Çelik
Published: 2022 , Uluslararası Biyosistem Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 778

0

778

Using Otsu and Ridler-Calvard Image Processing Methods for Detection of Pneumonia
Authors: Ahmet Çelik , Semih Demirel
Published: 2022 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1068587
FAVORITE 0 TOTAL DOWNLOAD COUNT 1244

0

1244

Improving Iris Dataset Classification Prediction Achievement By Using Optimum k Value of kNN Algorithm
Authors: Ahmet Çelik
Published: 2022 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1071335
FAVORITE 0 TOTAL DOWNLOAD COUNT 2778

0

2778

Using a New Method to Improve Italic Character Recognition Success
Authors: Ahmet Çelik
Published: 2021 , Harran University Journal of Engineering
DOI: 10.46578/humder.720001
FAVORITE 0 TOTAL DOWNLOAD COUNT 1014

0

1014

Using Apriori Data Mining Method in COVID-19 Diagnosis
Authors: Ahmet Çelik
Published: 2020 , Journal of Engineering Technology and Applied Sciences
DOI: 10.30931/jetas.857665
FAVORITE 0 TOTAL DOWNLOAD COUNT 2305

0

2305

Performance Comparison of Error Diffusion Algorithms in Optical Character Recognition
Authors: Ahmet Çelik
Published: 2020 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.714810
FAVORITE 0 TOTAL DOWNLOAD COUNT 1961

0

1961

Two New Methods Developed to Detect Railway Rail and Defects
Authors: Ahmet Çelik
Published: 2020 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.737624
FAVORITE 0 TOTAL DOWNLOAD COUNT 2893

0

2893

Performing Textile Print Quality Control with Image Processing Techniques
Authors: Ahmet Çelik , Emre Tekin
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.araconf34
FAVORITE 0 TOTAL DOWNLOAD COUNT 3857

0

3857

Counting Application for Planting Machines with Hough Transform Image Processing Method
Authors: Ahmet Çelik , Emre Tekin
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.araconf33
FAVORITE 0 TOTAL DOWNLOAD COUNT 3992

0

3992

ÜRETİM AŞAMASINDA RAY ve PROFİLDE OLUŞAN KUSURLARININ TESPİTİNE YÖNELİK BİR PARALEL KUSUR ALGILAMA ALGORİTMASI
Authors: İlhami Muharrem Orak , Ahmet Çelik
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.322168
FAVORITE 0 TOTAL DOWNLOAD COUNT 2860

0

2860

Articles published in
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
Demiryolu Mühendisliği
Demiryolu Mühendisliği
El-Cezeri
El-Cezeri
Engineering Perspective
Engineering Perspective
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eurasian Journal of Food Science and Technology
Eurasian Journal of Food Science and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Harran University Journal of Engineering
Harran University Journal of Engineering
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Engineering Technology and Applied Sciences
Journal of Engineering Technology and Applied Sciences
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Turkish Journal of Engineering
Turkish Journal of Engineering
Uluslararası Biyosistem Mühendisliği Dergisi
Uluslararası Biyosistem Mühendisliği Dergisi
Editorial Board Memberships
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi

Reviews

Acta Infologica
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
International Journal of Automotive Engineering and Technologies
International Journal of Automotive Engineering and Technologies
Journal of Information Technologies
Journal of Information Technologies
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Turkish Journal of Engineering
Turkish Journal of Engineering
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

A Study on Predicting Engine Performance Outputs by Machine Learning Algorithms in a Single Cylinder HCCI Engine
Authors: Ahmet Çelik , Mehmet Akif Kunt
Published: 2026 , Engineering Perspective
DOI: 10.64808/engineeringperspective.1782349
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 608

3

0

608

Text classification by machine learning algorithms using a new text feature extraction method based on image processing
Authors: Ahmet Çelik , Deniz Kaptan
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1718023
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 816

1

0

816

Determination of the Classification Success of KNN Algorithm Distance Metric Methods on Wheat Seeds Dataset
Authors: Ahmet Çelik
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1263900
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1939

1

0

1939

PREDICTING DIAGNOSIS OF COVID-19 DISEASE WITH ADABOOST AND NAIVE BAYES MACHINE LEARNING ALGORITHMS
Authors: Ahmet Çelik
Published: 2022 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.976865
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 923

4

0

923

Using Otsu and Ridler-Calvard Image Processing Methods for Detection of Pneumonia
Authors: Ahmet Çelik , Semih Demirel
Published: 2022 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1068587
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1244

3

0

1244

Improving Iris Dataset Classification Prediction Achievement By Using Optimum k Value of kNN Algorithm
Authors: Ahmet Çelik
Published: 2022 , Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
DOI: 10.53608/estudambilisim.1071335
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2778

1

0

2778

Using a New Method to Improve Italic Character Recognition Success
Authors: Ahmet Çelik
Published: 2021 , Harran University Journal of Engineering
DOI: 10.46578/humder.720001
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1014

1

0

1014

Using Apriori Data Mining Method in COVID-19 Diagnosis
Authors: Ahmet Çelik
Published: 2020 , Journal of Engineering Technology and Applied Sciences
DOI: 10.30931/jetas.857665
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2305

4

0

2305

Performance Comparison of Error Diffusion Algorithms in Optical Character Recognition
Authors: Ahmet Çelik
Published: 2020 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.714810
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1961

2

0

1961

Two New Methods Developed to Detect Railway Rail and Defects
Authors: Ahmet Çelik
Published: 2020 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.737624
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2893

5

0

2893

Performing Textile Print Quality Control with Image Processing Techniques
Authors: Ahmet Çelik , Emre Tekin
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.araconf34
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 3857

4

0

3857

Counting Application for Planting Machines with Hough Transform Image Processing Method
Authors: Ahmet Çelik , Emre Tekin
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.araconf33
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 3992

4

0

3992

ÜRETİM AŞAMASINDA RAY ve PROFİLDE OLUŞAN KUSURLARININ TESPİTİNE YÖNELİK BİR PARALEL KUSUR ALGILAMA ALGORİTMASI
Authors: İlhami Muharrem Orak , Ahmet Çelik
Published: 2017 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.322168
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2860

3

0

2860

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