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Oğuz Kaynar Prof. Dr. SİVAS CUMHURİYET ÜNİVERSİTESİ, İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ, YÖNETİM BİLİŞİM SİSTEMLERİ BÖLÜMÜ, YÖNETİM BİLİŞİM SİSTEMLERİ PR.
Publication 16 Review 13 CrossRef Cited 38
16 Publication
13 Review
38 CrossRef Cited

Research Fields

Business Analytics Information and Computing Sciences Electronic Documentation Management Systems Decision Support and Group Support Systems Image Processing Machine Learning Big Data Data Mining and Knowledge Discovery Artificial Intelligence Computer Software Internet Health Informatics and Information Systems E-Trade

Institution

SİVAS CUMHURİYET ÜNİVERSİTESİ, İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ, YÖNETİM BİLİŞİM SİSTEMLERİ BÖLÜMÜ, YÖNETİM BİLİŞİM SİSTEMLERİ PR.

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 14257

13

2

14257

Ders Programı Çizelgeleme Probleminin Genetik Algoritma ile Optimizasyonu
Authors: Ahmet Yurtsal , Oğuz Kaynar
Published: 2019 , Journal of Information Systems and Management Research
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2684

0

1

2684

Detection of Aspect Category and Aspect-Based Sentiment Analysis on Restaurant Customers' Feedbacks
Authors: Murat Fatih Tuna , Mesut Polatgil , Oğuz Kaynar
Published: 2023 , Süleyman Demirel University Visionary Journal
DOI: 10.21076/vizyoner.1208355
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 1403

3

1

1403

Publications

Classification of Turkish News Texts with Deep Learning Models: A Comparative Review
Authors: Nihal Duman Suna , Oğuz Kaynar
Published: 2025 ,
DOI: 10.54525/bbmd.1708770
FAVORITE 0 TOTAL DOWNLOAD COUNT 892

0

892

Detection of Aspect Category and Aspect-Based Sentiment Analysis on Restaurant Customers' Feedbacks
Authors: Murat Fatih Tuna , Mesut Polatgil , Oğuz Kaynar
Published: 2023 , Süleyman Demirel University Visionary Journal
DOI: 10.21076/vizyoner.1208355
FAVORITE 1 TOTAL DOWNLOAD COUNT 1403

1

1403

Classification of Zinc-Coated Parts in Accordance with their Brightness Degree using Deep Learning Techniques
Authors: Ramazan Katırcı , Hasan Metehan Akgün , Bilal Tekin , Osman Gökhan Kömürkaya , Metin Zontul , Oğuz Kaynar
Published: 2022 , Journal of the Turkish Chemical Society Section B: Chemical Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1137

0

1137

The Effect of Word Representation Methods on Aspect-Based Sentiment Analysis
Authors: Mesut Polatgil , Murat Fatih Tuna , Oğuz Kaynar
Published: 2022 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1114901
FAVORITE 0 TOTAL DOWNLOAD COUNT 1387

0

1387

Course Scheduling Optimization with the Help of Heuristic Algorithms
Authors: Ahmet Yurtsal , Oğuz Kaynar
Published: 2022 , International Journal of Economics and Innovation
DOI: 10.20979/ueyd.901851
FAVORITE 0 TOTAL DOWNLOAD COUNT 2661

0

2661

Analysis of Hotel-Related Non-Review Customer Feedbacks
Authors: Murat Fatih Tuna , Şükrü Akdoğan , Oğuz Kaynar
Published: 2021 , Journal of Economics and Administrative Sciences
DOI: 10.37880/cumuiibf.869489
FAVORITE 0 TOTAL DOWNLOAD COUNT 2000

0

2000

Ders Programı Çizelgeleme Probleminin Genetik Algoritma ile Optimizasyonu
Authors: Ahmet Yurtsal , Oğuz Kaynar
Published: 2019 , Journal of Information Systems and Management Research
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2684

1

2684

Anomaly Detection Using Data Mining Methods in IT Systems: A Decision Support Application
Authors: Ferdi Sönmez , Metin Zontul, Oğuz Kaynar , Hayati Tutar
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.365931
FAVORITE 0 TOTAL DOWNLOAD COUNT 4008

0

4008

Ideal Steganography Scenario: Calculation of Capacities of Carrier Images, OPA Method in Frequency-Based Steganography
Authors: Ferdi Sönmez , Faruk Takaoğlu, Oğuz Kaynar
Published: 2018 , Acta Infologica
DOI: 10.30801/acin.358076
FAVORITE 0 TOTAL DOWNLOAD COUNT 3105

0

3105

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 14257

2

14257

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 2031

0

2031

Comparison of the Effects of Different Dimensional Reduction Algorithms on the Training Performance of Anfis (Adaptive Neuro-Fuzzy Inference System) Model
Authors: Ahmet Gürkan Yüksek , Halil Arslan , Oğuz Kaynar , Emre Delibaş , Abdulkadir Şeker
Published: 2017 , Cumhuriyet Science Journal
DOI: 10.17776/csj.347653
FAVORITE 0 TOTAL DOWNLOAD COUNT 2221

0

2221

Task Exploration from E-mail Messages for Corporate Collaborative Processes and Development of a Real-Time Task Management System
Authors: Halil Arslan , Oğuz Kaynar , Ahmet Gürkan Yüksek
Published: 2017 , Journal of Information Technologies
DOI: 10.17671/gazibtd.281713
FAVORITE 0 TOTAL DOWNLOAD COUNT 2501

0

2501

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 3472

0

3472

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 11389

0

11389

FORECASTING OF TURKEY’S ELECTRICITY CONSUMPTION USING SUPPORT VECTOR REGRESSION TRAINED WITH GENETIC ALGORITHM
Authors: Oğuz Kaynar , A. Gürkan Yüksek , Ferhan Demirkoparan
Published: 2016 , İstanbul Üniversitesi İktisat Fakültesi Mecmuası
DOI: 10.26560/iuifm.331689
FAVORITE 0 TOTAL DOWNLOAD COUNT 2002

0

2002

Articles published in
Acta Infologica
Acta Infologica
Cumhuriyet Science Journal
Cumhuriyet Science Journal
İstanbul Üniversitesi İktisat Fakültesi Mecmuası
İstanbul Üniversitesi İktisat Fakültesi Mecmuası
International Journal of Economics and Innovation
International Journal of Economics and Innovation
Journal of Economics and Administrative Sciences
Journal of Economics and Administrative Sciences
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Information Technologies
Journal of the Turkish Chemical Society Section B: Chemical Engineering
Journal of the Turkish Chemical Society Section B: Chemical Engineering
Sakarya University Journal of Science
Sakarya University Journal of Science
Süleyman Demirel University Visionary Journal
Süleyman Demirel University Visionary Journal
Yönetim Bilişim Sistemleri Dergisi
Yönetim Bilişim Sistemleri Dergisi
Editorship
Turkish Journal of Earthquake Research
Turkish Journal of Earthquake Research
Section Editor
Editorial Board Memberships
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research

Reviews

Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi
Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi
AURUM Journal of Engineering Systems and Architecture
AURUM Journal of Engineering Systems and Architecture
Cumhuriyet Science Journal
Cumhuriyet Science Journal
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Gazi University Journal of Science
Gazi University Journal of Science
Journal of Information Technologies
Journal of Information Technologies
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Social Sciences of Mus Alparslan University
Journal of Social Sciences of Mus Alparslan University

Publications

Detection of Aspect Category and Aspect-Based Sentiment Analysis on Restaurant Customers' Feedbacks
Authors: Murat Fatih Tuna , Mesut Polatgil , Oğuz Kaynar
Published: 2023 , Süleyman Demirel University Visionary Journal
DOI: 10.21076/vizyoner.1208355
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 1403

3

1

1403

The Effect of Word Representation Methods on Aspect-Based Sentiment Analysis
Authors: Mesut Polatgil , Murat Fatih Tuna , Oğuz Kaynar
Published: 2022 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1114901
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1387

1

0

1387

Course Scheduling Optimization with the Help of Heuristic Algorithms
Authors: Ahmet Yurtsal , Oğuz Kaynar
Published: 2022 , International Journal of Economics and Innovation
DOI: 10.20979/ueyd.901851
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2661

2

0

2661

Analysis of Hotel-Related Non-Review Customer Feedbacks
Authors: Murat Fatih Tuna , Şükrü Akdoğan , Oğuz Kaynar
Published: 2021 , Journal of Economics and Administrative Sciences
DOI: 10.37880/cumuiibf.869489
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2000

2

0

2000

Anomaly Detection Using Data Mining Methods in IT Systems: A Decision Support Application
Authors: Ferdi Sönmez , Metin Zontul, Oğuz Kaynar , Hayati Tutar
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.365931
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 4008

2

0

4008

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 14257

13

2

14257

Comparison of the Effects of Different Dimensional Reduction Algorithms on the Training Performance of Anfis (Adaptive Neuro-Fuzzy Inference System) Model
Authors: Ahmet Gürkan Yüksek , Halil Arslan , Oğuz Kaynar , Emre Delibaş , Abdulkadir Şeker
Published: 2017 , Cumhuriyet Science Journal
DOI: 10.17776/csj.347653
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2221

2

0

2221

Task Exploration from E-mail Messages for Corporate Collaborative Processes and Development of a Real-Time Task Management System
Authors: Halil Arslan , Oğuz Kaynar , Ahmet Gürkan Yüksek
Published: 2017 , Journal of Information Technologies
DOI: 10.17671/gazibtd.281713
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2501

1

0

2501

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 3472

11

0

3472

FORECASTING OF TURKEY’S ELECTRICITY CONSUMPTION USING SUPPORT VECTOR REGRESSION TRAINED WITH GENETIC ALGORITHM
Authors: Oğuz Kaynar , A. Gürkan Yüksek , Ferhan Demirkoparan
Published: 2016 , İstanbul Üniversitesi İktisat Fakültesi Mecmuası
DOI: 10.26560/iuifm.331689
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2002

1

0

2002

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