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Ahmet Çelik Assoc. Prof. Dr. Kütahya Dumlupınar Üniversitesi
Publication 17 Review 36 CrossRef Cited 30 TR Dizin Cited 246
17 Publication
36 Review
30 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

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 203

0

203

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: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 270

0

270

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 490

0

490

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 1561

0

1561

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 6538

0

6538

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 772

0

772

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 865

0

865

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 539

0

539

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 1014

0

1014

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 2499

0

2499

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 815

0

815

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 1853

0

1853

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 1703

0

1703

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 2564

0

2564

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 3776

0

3776

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 3542

0

3542

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 2642

0

2642

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 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 203

1

0

203

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 1561

1

0

1561

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 772

2

0

772

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 1014

3

0

1014

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 2499

1

0

2499

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 815

1

0

815

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 1853

4

0

1853

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 1703

2

0

1703

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 2564

5

0

2564

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 3776

4

0

3776

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 3542

4

0

3542

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2642

2

0

2642

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