avatar
Halit Bakır Asst. Prof. Dr. SİVAS BİLİM VE TEKNOLOJİ ÜNİVERSİTESİ
Publication 10 Review 2 CrossRef Cited 38
10 Publication
2 Review
38 CrossRef Cited

Research Fields

Image Processing Information Security and Cryptology Information Security Management Artificial Intelligence Machine Learning Computer Software

Institution

SİVAS BİLİM VE TEKNOLOJİ ÜNİVERSİTESİ

Popular Publications

ALBERT4Spam: A Novel Approach for Spam Detection on Social Networks
Authors: Rezan Bakır , Hasan Erbay , Halit Bakır
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1426230
CITED 4 FAVORITE 2 TOTAL DOWNLOAD COUNT 1028

4

2

1028

Hyperparameter Tunning and Feature Selection Methods for Malware Detection
Authors: Esra Kavalcı Yılmaz , Halit Bakır
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1243881
CITED 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 2137

7

1

2137

Fake News Detection Using BERT and Bi-LSTM with Grid Search Hyperparameter Optimization
Authors: Muhammet Tan , Halit Bakır
Published: 2025 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1521520
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 2976

3

1

2976

Publications

Fake News Detection Using BERT and Bi-LSTM with Grid Search Hyperparameter Optimization
Authors: Muhammet Tan , Halit Bakır
Published: 2025 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1521520
FAVORITE 1 TOTAL DOWNLOAD COUNT 2976

1

2976

A Comparative Analysis of Deep Learning Parameters for Enhanced Detection of Yellow Rust in Wheat
Authors: Kemal Adem , Esra Kavalcı Yılmaz , Fatih Ölmez , Kübra Çelik , Halit Bakır
Published: 2024 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1390763
FAVORITE 0 TOTAL DOWNLOAD COUNT 988

0

988

ALBERT4Spam: A Novel Approach for Spam Detection on Social Networks
Authors: Rezan Bakır , Hasan Erbay , Halit Bakır
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1426230
FAVORITE 2 TOTAL DOWNLOAD COUNT 1028

2

1028

An Experimental Study for Evaluating the Performance of CNN Pre-Trained Models in Noisy Environments
Authors: Halit Bakır , Sefa Burhan Eker
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1162469
FAVORITE 0 TOTAL DOWNLOAD COUNT 1432

0

1432

Hyperparameter Tunning and Feature Selection Methods for Malware Detection
Authors: Esra Kavalcı Yılmaz , Halit Bakır
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1243881
FAVORITE 1 TOTAL DOWNLOAD COUNT 2137

1

2137

Evaluating The Effects of Hyperparameter Tuning and Data Balancing on Machine Learning Algorithms Used for Heart Disease Prediction
Authors: Fuat Sungur , Halit Bakır
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1399813
FAVORITE 0 TOTAL DOWNLOAD COUNT 1743

0

1743

Classification of Potential Customers in Banks Using Machine Learning Techniques
Authors: Semih Oktay , Halit Bakır , Timuçin Emre Tabaru
Published: 2023 , Journal of Gaziosmanpasa Scientific Research
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1629

0

1629

EVALUATING THE ROBUSTNESS OF YOLO OBJECT DETECTION ALGORITHM IN TERMS OF DETECTING OBJECTS IN NOISY ENVIRONMENT
Authors: Halit Bakır , Rezan Bakır
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1257361
FAVORITE 0 TOTAL DOWNLOAD COUNT 2380

0

2380

Malware Detection on Android Systems Using Machine Learning Algorithms with Hyperparameters Tuning
Authors: Abdulmuttalip Duran , Halit Bakır
Published: 2023 , Uluslararası Sivas Bilim ve Teknoloji Üniversitesi Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1481

0

1481

DETECTION OF PNEUMONIA FROM X-RAY IMAGES USING DEEP LEARNING TECHNIQUES
Authors: Halit Bakır , Semih Oktay , Emre Tabaru
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1219363
FAVORITE 0 TOTAL DOWNLOAD COUNT 1520

0

1520

Articles published in
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Gaziosmanpasa Scientific Research
Journal of Gaziosmanpasa Scientific Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Uluslararası Sivas Bilim ve Teknoloji Üniversitesi Dergisi
Uluslararası Sivas Bilim ve Teknoloji Üniversitesi Dergisi

Reviews

International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of New Results in Science
Journal of New Results in Science

Publications

Fake News Detection Using BERT and Bi-LSTM with Grid Search Hyperparameter Optimization
Authors: Muhammet Tan , Halit Bakır
Published: 2025 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1521520
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 2976

3

1

2976

A Comparative Analysis of Deep Learning Parameters for Enhanced Detection of Yellow Rust in Wheat
Authors: Kemal Adem , Esra Kavalcı Yılmaz , Fatih Ölmez , Kübra Çelik , Halit Bakır
Published: 2024 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1390763
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 988

4

0

988

ALBERT4Spam: A Novel Approach for Spam Detection on Social Networks
Authors: Rezan Bakır , Hasan Erbay , Halit Bakır
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1426230
CITED 4 FAVORITE 2 TOTAL DOWNLOAD COUNT 1028

4

2

1028

An Experimental Study for Evaluating the Performance of CNN Pre-Trained Models in Noisy Environments
Authors: Halit Bakır , Sefa Burhan Eker
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1162469
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1432

2

0

1432

Hyperparameter Tunning and Feature Selection Methods for Malware Detection
Authors: Esra Kavalcı Yılmaz , Halit Bakır
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1243881
CITED 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 2137

7

1

2137

Evaluating The Effects of Hyperparameter Tuning and Data Balancing on Machine Learning Algorithms Used for Heart Disease Prediction
Authors: Fuat Sungur , Halit Bakır
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1399813
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1743

2

0

1743

EVALUATING THE ROBUSTNESS OF YOLO OBJECT DETECTION ALGORITHM IN TERMS OF DETECTING OBJECTS IN NOISY ENVIRONMENT
Authors: Halit Bakır , Rezan Bakır
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1257361
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2380

7

0

2380

DETECTION OF PNEUMONIA FROM X-RAY IMAGES USING DEEP LEARNING TECHNIQUES
Authors: Halit Bakır , Semih Oktay , Emre Tabaru
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1219363
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1520

9

0

1520

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.