Tuba Koc profile image
Tuba Koc Assoc. Prof. Dr. CANKIRI KARATEKIN UNIVERSITY
Publication 11 Review 9 CrossRef Cited 12
11 Publication
9 Review
12 CrossRef Cited

Research Fields

Applied Statistics Statistics Biostatistics Statistical Analysis Statistical Theory

Institution

CANKIRI KARATEKIN UNIVERSITY

Popular Publications

Multivariate Adaptive Regression Splines (Mars) Method For Unemployment in OECD Countries
Authors: Haydar Koç , Emre Dunder , Tuba Koc
Published: 2020 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1520

0

1

1520

Turizm Sektöründe Doluluk Oranları Tahminlerinin Makine Öğrenmesi Ve Zaman Serisi Analizleri ile İncelenmesi
Authors: Ayşe Yiğittekin , Tuba Koc , Pelin Akın
Published: 2025 , Veri Bilimi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 571

0

1

571

Publications

A Balanced Machine Learning Approach to Obesity Risk Classification: Comparative Analysis and Feature Importance
Authors: Haydar Koç , Tuba Koc
Published: 2025 , Eurasian Journal of Health Technology Assessment
DOI: 10.52148/ehta.1768556
FAVORITE 0 TOTAL DOWNLOAD COUNT 527

0

527

EVALUATION OF NUTRITION AND TREATMENT APPROACHES IN CYSTIC FIBROSIS DISEASE WITH STATISTICAL ANALYSES
Authors: Nawal Ahmed Amhimmid Qarzah , Tuba Koc
Published: 2025 , International Anatolia Academic Online Journal Health Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 300

0

300

Turizm Sektöründe Doluluk Oranları Tahminlerinin Makine Öğrenmesi Ve Zaman Serisi Analizleri ile İncelenmesi
Authors: Ayşe Yiğittekin , Tuba Koc , Pelin Akın
Published: 2025 , Veri Bilimi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 571

1

571

Forecasting of Natural Gas Supplied for EU in Gazprom with ARIMA and Machine Learning Methods
Authors: Tuba Koc , Emre Dunder , Haydar Koç
Published: 2024 , International Journal of Data Science and Applications
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 505

0

505

Estimation of High School Entrance Examination Success Rates Using Machine Learning and Beta Regression Models
Authors: Tuba Koc , Pelin Akın
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.922663
FAVORITE 0 TOTAL DOWNLOAD COUNT 1607

0

1607

Prediction of Human Development Index with Health Indicators Using Tree-Based Regression Models
Authors: Pelin Akın , Tuba Koc
Published: 2021 , Adıyaman University Journal of Science
DOI: 10.37094/adyujsci.895084
FAVORITE 0 TOTAL DOWNLOAD COUNT 2100

0

2100

Comparision of Kernel Functions in Geographically Weighted Regression Model: Suicide Data as an Application
Authors: Tuba Koc , Pelin Akın
Published: 2021 , Acta Infologica
DOI: 10.26650/acin.914952
FAVORITE 0 TOTAL DOWNLOAD COUNT 1614

0

1614

Multivariate Adaptive Regression Splines (Mars) Method For Unemployment in OECD Countries
Authors: Haydar Koç , Emre Dunder , Tuba Koc
Published: 2020 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1520

1

1520

TÜRKİYE’DE BOŞANMA ORANLARINI ETKİLEYEN FAKTÖRLERİN BETA REGRESYON MODELİ İLE BELİRLENMESİ
Authors: Tuba Koç
Published: 2019 ,
DOI: 10.33692/avrasyad.543650
FAVORITE 0 TOTAL DOWNLOAD COUNT 2182

0

2182

Determination of Best Variable Set for Count Models by Particle Swarm Optimization
Authors: Haydar Koç , Tuba Koç , Emre Dünder
Published: 2019 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.436178
FAVORITE 0 TOTAL DOWNLOAD COUNT 1661

0

1661

ÜNİVERSİTE ÖĞRENCİLERİNİN KÖTÜ ALIŞKANLIKLARININ BAYESCİ AĞ YÖNTEMİ İLE BELİRLENMESİ
Authors: Tuba Koç , Haydar Koç, Efehan Ulaş
Published: 2017 , Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 4408

0

4408

Articles published in
Acta Infologica
Acta Infologica
Adıyaman University Journal of Science
Adıyaman University Journal of Science
Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Eurasian Journal of Health Technology Assessment
Eurasian Journal of Health Technology Assessment
International Anatolia Academic Online Journal Health Sciences
International Anatolia Academic Online Journal Health Sciences
International Journal of Data Science and Applications
International Journal of Data Science and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Veri Bilimi
Veri Bilimi
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Editorship
Avrasya Sağlık Bilimleri Dergisi
Avrasya Sağlık Bilimleri Dergisi
Statistics Editor
Editorial Board Memberships
Avrasya Sağlık Bilimleri Dergisi
Avrasya Sağlık Bilimleri Dergisi

Reviews

Akademic Social Studies
Akademic Social Studies
Çanakkale Onsekiz Mart University Journal of Graduate School of Natural and Applied Sciences
Çanakkale Onsekiz Mart University Journal of Graduate School of Natural and Applied Sciences
Equinox Journal of Economics Business and Political Studies
Equinox Journal of Economics Business and Political Studies
Journal Of Agriculture and Nature
Journal Of Agriculture and Nature
Journal of New Theory
Journal of New Theory
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Nicel Bilimler Dergisi
Nicel Bilimler Dergisi
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences

Publications

A Balanced Machine Learning Approach to Obesity Risk Classification: Comparative Analysis and Feature Importance
Authors: Haydar Koç , Tuba Koc
Published: 2025 , Eurasian Journal of Health Technology Assessment
DOI: 10.52148/ehta.1768556
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 527

1

0

527

Estimation of High School Entrance Examination Success Rates Using Machine Learning and Beta Regression Models
Authors: Tuba Koc , Pelin Akın
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.922663
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1607

2

0

1607

Prediction of Human Development Index with Health Indicators Using Tree-Based Regression Models
Authors: Pelin Akın , Tuba Koc
Published: 2021 , Adıyaman University Journal of Science
DOI: 10.37094/adyujsci.895084
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2100

1

0

2100

TÜRKİYE’DE BOŞANMA ORANLARINI ETKİLEYEN FAKTÖRLERİN BETA REGRESYON MODELİ İLE BELİRLENMESİ
Authors: Tuba Koç
Published: 2019 ,
DOI: 10.33692/avrasyad.543650
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2182

7

0

2182

Determination of Best Variable Set for Count Models by Particle Swarm Optimization
Authors: Haydar Koç , Tuba Koç , Emre Dünder
Published: 2019 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.436178
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1661

1

0

1661

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.