M. Akif Bakır profile image
M. Akif Bakır Prof. Dr. Gazi University
Publication 10 Review 17 CrossRef Cited 11
10 Publication
17 Review
11 CrossRef Cited
0000-0003-0774-0338

Research Fields

Classification Algorithms Statistics Supervised Learning Biostatistics Econometric and Statistical Methods Applied Statistics

Institution

Gazi University

Publications

Hybrid GAM–XGB Model for Predicting Hospital Length of Stay
Authors: Gizem İklil Koçyiğit , M. Akif Bakır , Mustafa Candemir
Published: 2026 , Gazi University Journal of Science
DOI: 10.35378/gujs.1876013
FAVORITE 0 TOTAL DOWNLOAD COUNT 53

0

53

A novel hybrid ICA-SVM method for detection and identification of shift in multivariate processes
Authors: Zümre Özdemir Güler , M. Akif Bakır , Filiz Kardiyen
Published: 2024 , Hacettepe Journal of Mathematics and Statistics
DOI: 10.15672/hujms.1269072
FAVORITE 0 TOTAL DOWNLOAD COUNT 886

0

886

Destek vektör makinesi ile elde edilen olasılık çıktılarına dayalı yeni bir istatistiksel süreç izleme yöntemi
Authors: Zümre Özdemir Güler , M. Akif Bakır , Filiz Kardiyen
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1192354
FAVORITE 0 TOTAL DOWNLOAD COUNT 906

0

906

Detecting Financial Failure in the Machinery and Equipment Manufacturing Sector Using Isolation Forest and Resampling Methods
Authors: Kardelen Şeyma Erdem , M. Akif Bakır
Published: 2023 , Journal of Productivity
DOI: 10.51551/verimlilik.1301865
FAVORITE 0 TOTAL DOWNLOAD COUNT 1149

0

1149

Norm Values of Head Circumference in Turkish Children
Authors: Saime Sündüs Uygun , M. Akif Bakır , Haluk Yavuz
Published: 2022 , Genel Tıp Dergisi
DOI: 10.54005/geneltip.1152355
FAVORITE 0 TOTAL DOWNLOAD COUNT 2418

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2418

An evaluation of some methods used for determination of homogenous structural break point in mean of panel data
Authors: Selim Dağlıoğlu , Mehmet Akif Bakır
Published: 2020 , Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
DOI: 10.31801/cfsuasmas.567078
FAVORITE 0 TOTAL DOWNLOAD COUNT 897

0

897

Performance of Methods Determining Structural Break in Linear Regression Models
Authors: Zümre Özdemir Güler , Mehmet Akif Bakır
Published: 2019 , International Econometric Review
DOI: 10.33818/ier.450804
FAVORITE 0 TOTAL DOWNLOAD COUNT 2347

0

2347

Monte Carlo Evaluation of the Methods Estimating Structural Change Point in Panel Data
Authors: Selim Dağlıoğlu , Mehmet Akif Bakır
Published: 2019 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.441235
FAVORITE 0 TOTAL DOWNLOAD COUNT 1634

0

1634

Nonparametric Bayesian approach to the detection of change point in statistical process control
Authors: İssah N. Suleiman, M. Akif Bakır
Published: 2017 , Hacettepe Journal of Mathematics and Statistics
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2120

0

2120

Türkiye’de Asgari Ücretin İstihdam Üzerindeki Etkisinin Sektörel Panel Regresyon Modelleri İle İncelenmesi
Authors: Selim Dağlıoğlu , Mehmet Bakır
Published: 2015 , Sosyal Güvence
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 6651

0

6651

Articles published in
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Genel Tıp Dergisi
Genel Tıp Dergisi
Hacettepe Journal of Mathematics and Statistics
Hacettepe Journal of Mathematics and Statistics
International Econometric Review
International Econometric Review
Journal of Productivity
Journal of Productivity
Sakarya University Journal of Science
Sakarya University Journal of Science
Sosyal Güvence
Sosyal Güvence
Editorship
Acta Odontologica Turcica
Acta Odontologica Turcica
Section Editor , Statistics Editor
Editorial Board Memberships
Acta Odontologica Turcica
Acta Odontologica Turcica
Journal of Statisticians: Statistics and Actuarial Sciences
Journal of Statisticians: Statistics and Actuarial Sciences
Journal of Statistics and Applied Sciences
Journal of Statistics and Applied Sciences

Reviews

Academic Review of Economics and Administrative Sciences
Academic Review of Economics and Administrative Sciences
Ankara Hacı Bayram Veli University Journal of the Faculty of Economics and Administrative Sciences
Ankara Hacı Bayram Veli University Journal of the Faculty of Economics and Administrative Sciences
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Gazi University Journal of Science
Gazi University Journal of Science
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Hacettepe Journal of Mathematics and Statistics
Hacettepe Journal of Mathematics and Statistics
Journal of Information Technologies
Journal of Information Technologies
Journal of Management and Economics Research
Journal of Management and Economics Research
Kent Akademisi
Kent Akademisi
Optimum Journal of Economics and Management Sciences
Optimum Journal of Economics and Management Sciences
Pamukkale University Journal of Social Sciences Institute
Pamukkale University Journal of Social Sciences Institute
Sosyal Güvence
Sosyal Güvence
Süleyman Demirel University Faculty of Arts and Science Journal of Science
Süleyman Demirel University Faculty of Arts and Science Journal of Science
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences

Publications

A novel hybrid ICA-SVM method for detection and identification of shift in multivariate processes
Authors: Zümre Özdemir Güler , M. Akif Bakır , Filiz Kardiyen
Published: 2024 , Hacettepe Journal of Mathematics and Statistics
DOI: 10.15672/hujms.1269072
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 886

2

0

886

Destek vektör makinesi ile elde edilen olasılık çıktılarına dayalı yeni bir istatistiksel süreç izleme yöntemi
Authors: Zümre Özdemir Güler , M. Akif Bakır , Filiz Kardiyen
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1192354
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 906

1

0

906

Detecting Financial Failure in the Machinery and Equipment Manufacturing Sector Using Isolation Forest and Resampling Methods
Authors: Kardelen Şeyma Erdem , M. Akif Bakır
Published: 2023 , Journal of Productivity
DOI: 10.51551/verimlilik.1301865
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1149

3

0

1149

Performance of Methods Determining Structural Break in Linear Regression Models
Authors: Zümre Özdemir Güler , Mehmet Akif Bakır
Published: 2019 , International Econometric Review
DOI: 10.33818/ier.450804
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2347

3

0

2347

Monte Carlo Evaluation of the Methods Estimating Structural Change Point in Panel Data
Authors: Selim Dağlıoğlu , Mehmet Akif Bakır
Published: 2019 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.441235
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1634

2

0

1634

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