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Ali Çetinkaya Instructor İSTANBUL GELİŞİM ÜNİVERSİTESİ, İSTANBUL GELİŞİM MESLEK YÜKSEKOKULU
Publication 14 Review 13 CrossRef Cited 17 TR Dizin Cited 1
14 Publication
13 Review
17 CrossRef Cited
1 TR Dizin Cited
0000-0003-4535-3953

Research Fields

Artificial Intelligence (Other) Algorithms and Calculation Theory Deep Learning Machine Learning Algorithms Fuzzy Computation Fuzzy Logic Autonomous Robot Embedded Systems Machine Learning

Institution

İSTANBUL GELİŞİM ÜNİVERSİTESİ, İSTANBUL GELİŞİM MESLEK YÜKSEKOKULU

Popular Publications

Sentiment Analysis of Financial Twitter Posts on Twitter with the LSTM Neural Network Algorithm
Authors: Hakan Yusufoğlu , Hakan Aydın , Ali Çetinkaya
Published: 2021 , Veri Bilimi
DOI: -
CITED 0 FAVORITE 4 TOTAL DOWNLOAD COUNT 1971

0

4

1971

Accuracy Estimation and Analysis of The Model Developed on The Faster R-CNN Evolutionary Neural Network Using Deep Learning Methods: Object Detection Application
Authors: Okan Yılmaz , Hakan Aydın , Ali Çetinkaya
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.753896
CITED 2 FAVORITE 3 TOTAL DOWNLOAD COUNT 5629

2

3

5629

EVALUATION OF THE SECURITY OF ENERGY SYSTEMS UNDER THE SCOPE OF CYBERSECURITY
Authors: Hakan Aydın, Mehmet Ali Barışkan , Ali Çetinkaya
Published: 2021 , The Journal of Security Sciences
DOI: 10.28956/gbd.941801
CITED 3 FAVORITE 3 TOTAL DOWNLOAD COUNT 4827

3

3

4827

A Content Recommendation System Application with TF-IDF Algorithm and Cosine Similarity on Netflix Data
Authors: Özlem Gelemet , Hakan Aydın , Ali Çetinkaya
Published: 2022 , AJIT-e: Online Academic Journal of Information Technology
DOI: 10.5824/ajite.2022.01.002.x
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 2574

0

2

2574

Identification Analysis and Reporting System on People with Covid-19 Diagnosis with Local Binary Patterns Histograms
Authors: Nuray Karadağ , Ali Çetinkaya , Hakan Aydın
Published: 2020 , Gazi Journal of Engineering Sciences
DOI: -
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1614

0

2

1614

Publications

A Neural Network-Based Image Analysis Approach for Real-Time Face Detection
Authors: Cemil İlyas , Barış Köse , Aslı Türk , Ali Çetinkaya
Published: 2025 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 410

0

410

Artificial Intelligence (AI)-Based Self-Deciding Character Development Application in Two-Dimensional Video Games
Authors: Akif Yasin Ayas , Hakan Aydın , Ali Çetinkaya , Zafer Güney
Published: 2023 , Journal of Information and Communication Technologies
DOI: 10.53694/bited.1247338
FAVORITE 1 TOTAL DOWNLOAD COUNT 2138

1

2138

Predicting the Income Groups and Number of Immigrants by Using Machine Learning (ML)
Authors: Belgin Aydemir , Hakan Aydın , Ali Çetinkaya , Doğan Şafak Polat
Published: 2022 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2247

0

2247

Production, and Analysis of a Two-Axis Food Liquid Pouring Machine
Authors: Muhammet Ömer Erdoğan , Ali Okatan , Umut Uz , Furkan Yılmaz , Ali Çetinkaya
Published: 2022 , International Journal of Engineering Technologies IJET
DOI: 10.19072/ijet.1060635
FAVORITE 0 TOTAL DOWNLOAD COUNT 615

0

615

Accuracy Prediction and Analysis of Teachable Machine (TM) Model developed with Tensorflow Javascript on the Cloud: Face Recognition System Implementation
Authors: Ömer Faruk Aslandoğdu , Hakan Aydın , Ali Çetinkaya
Published: 2022 , International Journal of Management Information Systems and Computer Science
DOI: 10.33461/uybisbbd.1106753
FAVORITE 1 TOTAL DOWNLOAD COUNT 1888

1

1888

A Content Recommendation System Application with TF-IDF Algorithm and Cosine Similarity on Netflix Data
Authors: Özlem Gelemet , Hakan Aydın , Ali Çetinkaya
Published: 2022 , AJIT-e: Online Academic Journal of Information Technology
DOI: 10.5824/ajite.2022.01.002.x
FAVORITE 2 TOTAL DOWNLOAD COUNT 2574

2

2574

Sentiment Analysis of Financial Twitter Posts on Twitter with the LSTM Neural Network Algorithm
Authors: Hakan Yusufoğlu , Hakan Aydın , Ali Çetinkaya
Published: 2021 , Veri Bilimi
DOI: -
FAVORITE 4 TOTAL DOWNLOAD COUNT 1971

4

1971

Heart Disease Prediction with Machine Learning Algorithm Using Feature Selection by Genetic Algorithm
Authors: Berna Vatansever , Hakan Aydın , Ali Çetinkaya
Published: 2021 , Journal of Science, Technology and Engineering Research
DOI: 10.53525/jster.1005934
FAVORITE 1 TOTAL DOWNLOAD COUNT 3880

1

3880

EVALUATION OF THE SECURITY OF ENERGY SYSTEMS UNDER THE SCOPE OF CYBERSECURITY
Authors: Hakan Aydın, Mehmet Ali Barışkan , Ali Çetinkaya
Published: 2021 , The Journal of Security Sciences
DOI: 10.28956/gbd.941801
FAVORITE 3 TOTAL DOWNLOAD COUNT 4827

3

4827

Analysis of whether news on the Internet is real or fake by using deep learning methods and the TF-IDF algorithm
Authors: Tilbe Korkmaz , Ali Çetinkaya , Hakan Aydın , Mehmet Ali Barışkan
Published: 2021 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.779019
FAVORITE 1 TOTAL DOWNLOAD COUNT 1410

1

1410

Accuracy Estimation and Analysis of The Model Developed on The Faster R-CNN Evolutionary Neural Network Using Deep Learning Methods: Object Detection Application
Authors: Okan Yılmaz , Hakan Aydın , Ali Çetinkaya
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.753896
FAVORITE 3 TOTAL DOWNLOAD COUNT 5629

3

5629

Identification Analysis and Reporting System on People with Covid-19 Diagnosis with Local Binary Patterns Histograms
Authors: Nuray Karadağ , Ali Çetinkaya , Hakan Aydın
Published: 2020 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 2 TOTAL DOWNLOAD COUNT 1614

2

1614

Controlling A Robotic Arm Using Hand Recognition Software
Authors: Ali Çetinkaya , Onur Öztürk, Ali Okatan
Published: 2019 , International Journal of Engineering Technologies IJET
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 989

1

989

Controlling A Robotic Arm Using Handwritten Digit Recognition Software
Authors: Ali Çetinkaya , Onur Öztürk, Ali Okatan
Published: 2019 , International Journal of Engineering Technologies IJET
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1550

1

1550

Articles published in
AJIT-e: Online Academic Journal of Information Technology
AJIT-e: Online Academic Journal of Information Technology
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Engineering Technologies IJET
International Journal of Engineering Technologies IJET
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
International Journal of Multidisciplinary Studies and Innovative Technologies
International Journal of Multidisciplinary Studies and Innovative Technologies
Journal of Information and Communication Technologies
Journal of Information and Communication Technologies
Journal of Science, Technology and Engineering Research
Journal of Science, Technology and Engineering Research
The Journal of Security Sciences
The Journal of Security Sciences
Veri Bilimi
Veri Bilimi

Reviews

Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Cumhuriyet Science Journal
Cumhuriyet Science Journal
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Journal of Information Technologies
Journal of Information Technologies
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Turkey Unmanned Aerial Vehicle Journal
Turkey Unmanned Aerial Vehicle Journal
Veri Bilimi
Veri Bilimi

Publications

Artificial Intelligence (AI)-Based Self-Deciding Character Development Application in Two-Dimensional Video Games
Authors: Akif Yasin Ayas , Hakan Aydın , Ali Çetinkaya , Zafer Güney
Published: 2023 , Journal of Information and Communication Technologies
DOI: 10.53694/bited.1247338
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2138

2

1

2138

Heart Disease Prediction with Machine Learning Algorithm Using Feature Selection by Genetic Algorithm
Authors: Berna Vatansever , Hakan Aydın , Ali Çetinkaya
Published: 2021 , Journal of Science, Technology and Engineering Research
DOI: 10.53525/jster.1005934
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 3880

3

1

3880

EVALUATION OF THE SECURITY OF ENERGY SYSTEMS UNDER THE SCOPE OF CYBERSECURITY
Authors: Hakan Aydın, Mehmet Ali Barışkan , Ali Çetinkaya
Published: 2021 , The Journal of Security Sciences
DOI: 10.28956/gbd.941801
CITED 3 FAVORITE 3 TOTAL DOWNLOAD COUNT 4827

3

3

4827

Analysis of whether news on the Internet is real or fake by using deep learning methods and the TF-IDF algorithm
Authors: Tilbe Korkmaz , Ali Çetinkaya , Hakan Aydın , Mehmet Ali Barışkan
Published: 2021 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.779019
CITED 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 1410

7

1

1410

Accuracy Estimation and Analysis of The Model Developed on The Faster R-CNN Evolutionary Neural Network Using Deep Learning Methods: Object Detection Application
Authors: Okan Yılmaz , Hakan Aydın , Ali Çetinkaya
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.753896
CITED 2 FAVORITE 3 TOTAL DOWNLOAD COUNT 5629

2

3

5629

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.