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Hakan Aydın Asst. Prof. Dr. İstanbul Topkapı Üniversitesi Mühendislik Fakültesi Bilgisayar Mühendisliği (İngilizce) Bölümü
Publication 16 Review 5 CrossRef Cited 15
16 Publication
5 Review
15 CrossRef Cited
0000-0002-0122-8512

Research Fields

Data Management and Data Science Artificial Intelligence (Other) Business Information Systems Business Information Management

Institution

İstanbul Topkapı Üniversitesi Mühendislik Fakültesi Bilgisayar Mühendisliği (İngilizce) Bölümü

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 1562

0

4

1562

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 0 FAVORITE 3 TOTAL DOWNLOAD COUNT 4940

0

3

4940

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 1858

0

2

1858

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 1353

0

2

1353

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 3142

3

1

3142

Publications

The Use and Analysis of Finite State Machines (SDM) in Role-Playing Games (RPG): An Experimental Research
Authors: Burak Şahin , Hakan Aydın , Zafer Güney , Yüksel Bal
Published: 2024 , Veri Bilimi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 228

1

228

Performance Evaluation of Face Recognition System (FRS) Developed with Haar Cascade and MongoDB Integration in Recognition of Covered Faces
Authors: Anıl Yıldız , Zafer Güney , Hakan Aydın
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1339699
FAVORITE 0 TOTAL DOWNLOAD COUNT 383

0

383

Analysis of the Role and Effect of Behavior Trees (DA) in Driving Virtual Character Behaviors in Role-Playing Games (RPG)
Authors: Ebru Özbek , Hakan Aydın , Yüksel Bal , Zafer Güney
Published: 2023 , International Journal of Management Information Systems and Computer Science
DOI: 10.33461/uybisbbd.1340190
FAVORITE 0 TOTAL DOWNLOAD COUNT 904

0

904

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 , Bilgi ve İletişim Teknolojileri Dergisi
DOI: 10.53694/bited.1247338
FAVORITE 1 TOTAL DOWNLOAD COUNT 1486

1

1486

The Importance of Cyber Security in Management Information Systems (MIS)
Authors: Hakan Aydın
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1138252
FAVORITE 0 TOTAL DOWNLOAD COUNT 2462

0

2462

Accuracy Analysis of Digital Game Application Developed with Virtual Reality (VR) Approach
Authors: Doğukan Durgud , Yüksel Bal , Hakan Aydın
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1186103
FAVORITE 1 TOTAL DOWNLOAD COUNT 1670

1

1670

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 1461

0

1461

Accuracy Analysis of Decision Making Capability of Artificial Intelligence (AI) Based Digital Game Developed in UNITY 3D Simulator
Authors: Mert Sezer Ardal, Hakan Aydın , Yüksel Bal
Published: 2022 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1922

0

1922

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 1479

1

1479

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 1858

2

1858

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 1562

4

1562

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 3142

1

3142

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 1078

1

1078

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 4940

3

4940

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 1353

2

1353

TEMPEST Attacks and Cybersecurity
Authors: Hakan Aydın
Published: 2019 , International Journal of Engineering Technologies IJET
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 5454

0

5454

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
Bilgi ve İletişim Teknolojileri Dergisi
Bilgi ve İletişim Teknolojileri 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 Computer Science and Technologies
Journal of Computer Science and Technologies
Journal of Science, Technology and Engineering Research
Journal of Science, Technology and Engineering Research
Veri Bilimi
Veri Bilimi

Reviews

Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
International Journal of Engineering Technologies IJET
International Journal of Engineering Technologies IJET

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 , Bilgi ve İletişim Teknolojileri Dergisi
DOI: 10.53694/bited.1247338
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1486

2

1

1486

The Importance of Cyber Security in Management Information Systems (MIS)
Authors: Hakan Aydın
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1138252
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2462

2

0

2462

Accuracy Analysis of Digital Game Application Developed with Virtual Reality (VR) Approach
Authors: Doğukan Durgud , Yüksel Bal , Hakan Aydın
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1186103
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1670

1

1

1670

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 3142

3

1

3142

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 1078

7

1

1078

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