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Yasin Görmez Assoc. Prof. Dr. SİVAS CUMHURİYET ÜNİVERSİTESİ
Publication 14 Review 15 CrossRef Cited 32 TR Dizin Cited 40
14 Publication
15 Review
32 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 12 FAVORITE 2 TOTAL DOWNLOAD COUNT 13792

12

2

13792

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 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 692

1

1

692

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 908

1

1

908

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 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1270

2

1

1270

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 320

0

1

320

Publications

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 160

0

160

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 320

1

320

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 443

0

443

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 908

1

908

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 1365

0

1365

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 1270

1

1270

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 692

1

692

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 1001

0

1001

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 1167

0

1167

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 947

0

947

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 13792

2

13792

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 1748

0

1748

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 3216

0

3216

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 10499

0

10499

Articles published in
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

Publications

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 908

1

1

908

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1365

3

0

1365

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 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1270

2

1

1270

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 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 692

1

1

692

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 1001

2

0

1001

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 12 FAVORITE 2 TOTAL DOWNLOAD COUNT 13792

12

2

13792

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 3216

11

0

3216

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.