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Yasin Görmez Assoc. Prof. Dr. SİVAS CUMHURİYET ÜNİVERSİTESİ
Publication 15 Review 19 CrossRef Cited 39 TR Dizin Cited 40
15 Publication
19 Review
39 CrossRef Cited
40 TR Dizin Cited
0000-0001-8276-2030

Research Fields

Deep Learning Natural Language Processing Information and Computing Sciences Speech Recognition Neural Networks Engineering

Institution

SİVAS CUMHURİYET ÜNİVERSİTESİ

Popular Publications

Intrusion Detection with Machine Learning and Feature Selection Methods
Authors: Oğuz Kaynar , Halil Arslan , Yasin Görmez , Yunus Emre Işık
Published: 2018 , Journal of Information Technologies
DOI: 10.17671/gazibtd.368583
CITED 13 FAVORITE 2 TOTAL DOWNLOAD COUNT 14235

13

2

14235

DtyPAM: Container Based Privilege Access Management System for Corporate Consulting Companies
Authors: Hamza Kürşat Şimşek , Halil Arslan , Yasin Görmez
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1326467
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1005

2

1

1005

Classification of Customer Complaints using Convolutional Neural Network Based Deep Learning Method
Authors: Murat Fatih Tuna , Yasin Görmez
Published: 2024 , Bingol University Journal of Economics and Administrative Sciences
DOI: 10.33399/biibfad.1362160
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1176

1

1

1176

Developing Novel Deep Learning Models to Detect Insider Threats and Comparing the Models from Different Perspectives
Authors: Yasin Görmez , Halil Arslan , Yunus Emre Işık , Veysel Gündüz
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1386734
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 1700

4

1

1700

EmotionUnet: A Novel Deep Learning Model Based on U-Net for Speech Emotion Recognition
Authors: Yasin Görmez
Published: 2025 , AJIT-e: Online Academic Journal of Information Technology
DOI: 10.5824/ajite.2025.03.003.x
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 691

0

1

691

Publications

PiBAL-ML: A Machine Learning-Based Personalized Listening Platform for EFL Learners
Authors: Kübra Okumuş Dağdeler , Yasin Görmez , Samet Çağrı Kızkapan
Published: 2026 , International Journal of English for Specific Purposes
DOI: 10.70870/joinesp.1922933
FAVORITE 0 TOTAL DOWNLOAD COUNT 243

0

243

Construction of a Novel Dataset for Turkish and English Keyword Generation and Fine-Tuning of Large Language Models
Authors: Şeyda Nur Arslan , Yasin Görmez , Halil Arslan
Published: 2026 ,
DOI: 10.54525/bbmd.1838196
FAVORITE 0 TOTAL DOWNLOAD COUNT 795

0

795

EmotionUnet: A Novel Deep Learning Model Based on U-Net for Speech Emotion Recognition
Authors: Yasin Görmez
Published: 2025 , AJIT-e: Online Academic Journal of Information Technology
DOI: 10.5824/ajite.2025.03.003.x
FAVORITE 1 TOTAL DOWNLOAD COUNT 691

1

691

DEVELOPMENT OF MACHINE LEARNING MODELS FOR PROJECT EFFORT PREDICTION AND EXPLANATION USING SHAP METHOD
Authors: Esma Nur Kaya , Yasin Görmez
Published: 2025 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1604190
FAVORITE 0 TOTAL DOWNLOAD COUNT 860

0

860

Classification of Customer Complaints using Convolutional Neural Network Based Deep Learning Method
Authors: Murat Fatih Tuna , Yasin Görmez
Published: 2024 , Bingol University Journal of Economics and Administrative Sciences
DOI: 10.33399/biibfad.1362160
FAVORITE 1 TOTAL DOWNLOAD COUNT 1176

1

1176

Sentiment Analysis in Turkish Texts: The Effect of Deep Learning Approaches and Preprocessing Processes on Model Performance
Authors: Yasin Görmez , Halil Arslan , Bilal Atak
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1429040
FAVORITE 0 TOTAL DOWNLOAD COUNT 1684

0

1684

Developing Novel Deep Learning Models to Detect Insider Threats and Comparing the Models from Different Perspectives
Authors: Yasin Görmez , Halil Arslan , Yunus Emre Işık , Veysel Gündüz
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1386734
FAVORITE 1 TOTAL DOWNLOAD COUNT 1700

1

1700

DtyPAM: Container Based Privilege Access Management System for Corporate Consulting Companies
Authors: Hamza Kürşat Şimşek , Halil Arslan , Yasin Görmez
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1326467
FAVORITE 1 TOTAL DOWNLOAD COUNT 1005

1

1005

A User and Entity Behavior Analysis for SIEM Systems: Preprocessing of The Computer Emergency and Response Team Dataset
Authors: Yasin Görmez , Halil Arslan , Yunus Emre Işık , İbrahim Ethem Dadaş
Published: 2023 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1213782
FAVORITE 0 TOTAL DOWNLOAD COUNT 1254

0

1254

Prediction of Interest Through Machine Learning Methods for Personalized Foreign Language Learning
Authors: Kübra Okumuş Dağdeler , Yasin Görmez , Merve Kavuklu
Published: 2022 , Journal of Higher Education and Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1469

0

1469

SALDA-ML: Machine Learning Based System Design to Predict Salary In-crease
Authors: Yasin Görmez , Halil Arslan , Suat Sarı , Mücahid Danış
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1029836
FAVORITE 0 TOTAL DOWNLOAD COUNT 1303

0

1303

Intrusion Detection with Machine Learning and Feature Selection Methods
Authors: Oğuz Kaynar , Halil Arslan , Yasin Görmez , Yunus Emre Işık
Published: 2018 , Journal of Information Technologies
DOI: 10.17671/gazibtd.368583
FAVORITE 2 TOTAL DOWNLOAD COUNT 14235

2

14235

GENETIC ALGORITHM BASED SENTENCE EXTRACTION FOR AUTOMATIC TEXT SUMMARIZATION
Authors: Oğuz Kaynar , Yunus Emre Işık , Yasin Görmez , Ferhan Demirkoparan
Published: 2017 , Yönetim Bilişim Sistemleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2014

0

2014

Sentiment Analizinde Öznitelik Düşürme Yöntemlerinin Oto Kodlayıcılı Derin Öğrenme Makinaları ile Karşılaştırılması
Authors: Oğuz Kaynar , Zafer Aydın , Yasin Görmez
Published: 2017 , Journal of Information Technologies
DOI: 10.17671/gazibtd.331046
FAVORITE 0 TOTAL DOWNLOAD COUNT 3457

0

3457

Makine öğrenmesi yöntemleriyle müşteri kaybı analizi
Authors: Oğuz Kaynar , Murat Fatih Tuna, Yasin Görmez , Mehmet Ali Deveci
Published: 2017 , Journal of Economics and Administrative Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 11345

0

11345

Articles published in
International Journal of English for Specific Purposes
International Journal of English for Specific Purposes
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
AJIT-e: Online Academic Journal of Information Technology
AJIT-e: Online Academic Journal of Information Technology
Bingol University Journal of Economics and Administrative Sciences
Bingol University Journal of Economics and Administrative Sciences
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Journal of Economics and Administrative Sciences
Journal of Economics and Administrative Sciences
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Higher Education and Science
Journal of Higher Education and Science
Journal of Information Technologies
Journal of Information Technologies
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Yönetim Bilişim Sistemleri Dergisi
Yönetim Bilişim Sistemleri Dergisi

Reviews

AJIT-e: Online Academic Journal of Information Technology
AJIT-e: Online Academic Journal of Information Technology
Akademic Social Studies
Akademic Social Studies
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Information Technologies
Journal of Information Technologies
Journal of Selçuk University Social Sciences Vocational School
Journal of Selçuk University Social Sciences Vocational School
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaraş Sütçü İmam Üniversitesi Sosyal Bilimler Dergisi
Kahramanmaraş Sütçü İmam Üniversitesi Sosyal Bilimler Dergisi
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
MANAS Journal of Engineering
MANAS Journal of Engineering
The Journal of Business Science
The Journal of Business Science

Publications

DEVELOPMENT OF MACHINE LEARNING MODELS FOR PROJECT EFFORT PREDICTION AND EXPLANATION USING SHAP METHOD
Authors: Esma Nur Kaya , Yasin Görmez
Published: 2025 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1604190
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 860

1

0

860

Classification of Customer Complaints using Convolutional Neural Network Based Deep Learning Method
Authors: Murat Fatih Tuna , Yasin Görmez
Published: 2024 , Bingol University Journal of Economics and Administrative Sciences
DOI: 10.33399/biibfad.1362160
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1176

1

1

1176

Sentiment Analysis in Turkish Texts: The Effect of Deep Learning Approaches and Preprocessing Processes on Model Performance
Authors: Yasin Görmez , Halil Arslan , Bilal Atak
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1429040
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1684

4

0

1684

Developing Novel Deep Learning Models to Detect Insider Threats and Comparing the Models from Different Perspectives
Authors: Yasin Görmez , Halil Arslan , Yunus Emre Işık , Veysel Gündüz
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1386734
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 1700

4

1

1700

DtyPAM: Container Based Privilege Access Management System for Corporate Consulting Companies
Authors: Hamza Kürşat Şimşek , Halil Arslan , Yasin Görmez
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1326467
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1005

2

1

1005

A User and Entity Behavior Analysis for SIEM Systems: Preprocessing of The Computer Emergency and Response Team Dataset
Authors: Yasin Görmez , Halil Arslan , Yunus Emre Işık , İbrahim Ethem Dadaş
Published: 2023 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1213782
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1254

2

0

1254

SALDA-ML: Machine Learning Based System Design to Predict Salary In-crease
Authors: Yasin Görmez , Halil Arslan , Suat Sarı , Mücahid Danış
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1029836
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1303

1

0

1303

Intrusion Detection with Machine Learning and Feature Selection Methods
Authors: Oğuz Kaynar , Halil Arslan , Yasin Görmez , Yunus Emre Işık
Published: 2018 , Journal of Information Technologies
DOI: 10.17671/gazibtd.368583
CITED 13 FAVORITE 2 TOTAL DOWNLOAD COUNT 14235

13

2

14235

Sentiment Analizinde Öznitelik Düşürme Yöntemlerinin Oto Kodlayıcılı Derin Öğrenme Makinaları ile Karşılaştırılması
Authors: Oğuz Kaynar , Zafer Aydın , Yasin Görmez
Published: 2017 , Journal of Information Technologies
DOI: 10.17671/gazibtd.331046
CITED 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 3457

11

0

3457

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